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10070 79 4 results result NNS 10070 79 5 , , , 10070 79 6 all all PDT 10070 79 7 the the DT 10070 79 8 data datum NNS 10070 79 9 , , , 10070 79 10 especially especially RB 10070 79 11 the the DT 10070 79 12 item item NN 10070 79 13 record record NN 10070 79 14 data datum NNS 10070 79 15 where where WRB 10070 79 16 the the DT 10070 79 17 circulation circulation NN 10070 79 18 transactions transaction NNS 10070 79 19 are be VBP 10070 79 20 housed house VBN 10070 79 21 , , , 10070 79 22 need need VB 10070 79 23 to to TO 10070 79 24 be be VB 10070 79 25 cap- cap- RB 10070 79 26 tured ture VBN 10070 79 27 within within IN 10070 79 28 a a DT 10070 79 29 specified specified JJ 10070 79 30 time time NN 10070 79 31 interval interval NN 10070 79 32 so so IN 10070 79 33 that that IN 10070 79 34 the the DT 10070 79 35 data datum NNS 10070 79 36 are be VBP 10070 79 37 uniform uniform JJ 10070 79 38 . . . 10070 80 1 This this DT 10070 80 2 makes make VBZ 10070 80 3 the the DT 10070 80 4 time time NN 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85 10 is be VBZ 10070 85 11 shown show VBN 10070 85 12 in in IN 10070 85 13 figure figure NN 10070 85 14 1 1 CD 10070 85 15 and and CC 10070 85 16 is be VBZ 10070 85 17 followed follow VBN 10070 85 18 by by IN 10070 85 19 a a DT 10070 85 20 discussion discussion NN 10070 85 21 on on IN 10070 85 22 its -PRON- PRP$ 10070 85 23 components component NNS 10070 85 24 ' ' POS 10070 85 25 functions function NNS 10070 85 26 . . . 10070 86 1 NOTIS NOTIS NNP 10070 86 2 NOTIS NOTIS NNP 10070 86 3 ( ( -LRB- 10070 86 4 Northwestern Northwestern NNP 10070 86 5 Online Online NNP 10070 86 6 Totally totally RB 10070 86 7 Integrated Integrated NNP 10070 86 8 System System NNP 10070 86 9 ) ) -RRB- 10070 86 10 was be VBD 10070 86 11 developed develop VBN 10070 86 12 at at IN 10070 86 13 the the DT 10070 86 14 Northwestern Northwestern NNP 10070 86 15 University University NNP 10070 86 16 Library Library NNP 10070 86 17 and and CC 10070 86 18 introduced introduce VBD 10070 86 19 in in IN 10070 86 20 1970 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list list NN 10070 126 5 of of IN 10070 126 6 NOTIS NOTIS NNP 10070 126 7 numbers number NNS 10070 126 8 from from IN 10070 126 9 the the DT 10070 126 10 BatchBam BatchBam NNP 10070 126 11 file file NN 10070 126 12 is be VBZ 10070 126 13 read read VBN 10070 126 14 into into IN 10070 126 15 an an DT 10070 126 16 array array NN 10070 126 17 called call VBN 10070 126 18 Bam_Number$. 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ADD 10070 128 1 • • VB 10070 128 2 This this DT 10070 128 3 string string NN 10070 128 4 is be VBZ 10070 128 5 then then RB 10070 128 6 parsed parse VBN 10070 128 7 using use VBG 10070 128 8 the the DT 10070 128 9 NOTIS NOTIS NNP 10070 128 10 numbers number NNS 10070 128 11 from from IN 10070 128 12 the the DT 10070 128 13 Bam_Number$ bam_number$ DT 10070 128 14 array array NN 10070 128 15 . . . 10070 129 1 • • VBP 10070 129 2 We -PRON- PRP 10070 129 3 now now RB 10070 129 4 have have VBP 10070 129 5 a a DT 10070 129 6 string string NN 10070 129 7 that that WDT 10070 129 8 contains contain VBZ 10070 129 9 a a DT 10070 129 10 single single JJ 10070 129 11 NOTIS NOTIS NNP 10070 129 12 record record NN 10070 129 13 . . . 10070 130 1 This this DT 10070 130 2 string string NN 10070 130 3 is be VBZ 10070 130 4 called call VBN 10070 130 5 Single_Record$. single_record$. ADD 10070 131 1 • • VB 10070 131 2 The the DT 10070 131 3 program program NN 10070 131 4 runs run VBZ 10070 131 5 in in IN 10070 131 6 a a DT 10070 131 7 loop loop NN 10070 131 8 till till IN 10070 131 9 all all PDT 10070 131 10 the the DT 10070 131 11 records record NNS 10070 131 12 have have VBP 10070 131 13 been be VBN 10070 131 14 read read VBN 10070 131 15 . . . 10070 132 1 • • VB 10070 132 2 Each each DT 10070 132 3 string string NN 10070 132 4 is be VBZ 10070 132 5 now now RB 10070 132 6 broken break VBN 10070 132 7 down down RP 10070 132 8 into into IN 10070 132 9 several several JJ 10070 132 10 smaller small JJR 10070 132 11 strings string NNS 10070 132 12 based base VBN 10070 132 13 on on IN 10070 132 14 the the DT 10070 132 15 field field NN 10070 132 16 numbers number NNS 10070 132 17 . . . 10070 133 1 Each each DT 10070 133 2 of of IN 10070 133 3 these these DT 10070 133 4 smaller small JJR 10070 133 5 strings string NNS 10070 133 6 contains contain VBZ 10070 133 7 data datum NNS 10070 133 8 pertaining pertain VBG 10070 133 9 to to IN 10070 133 10 the the DT 10070 133 11 corre- corre- JJ 10070 133 12 sponding sponde VBG 10070 133 13 field field NN 10070 133 14 number number NN 10070 133 15 . . . 10070 134 1 • • VB 10070 134 2 A a DT 10070 134 3 considerable considerable JJ 10070 134 4 amount amount NN 10070 134 5 of of IN 10070 134 6 the the DT 10070 134 7 data datum NNS 10070 134 8 present present JJ 10070 134 9 on on IN 10070 134 10 the the DT 10070 134 11 NOTIS NOTIS NNP 10070 134 12 screen screen NN 10070 134 13 is be VBZ 10070 134 14 unnecessary unnecessary JJ 10070 134 15 from from IN 10070 134 16 the the DT 10070 134 17 point point NN 10070 134 18 of of IN 10070 134 19 view view NN 10070 134 20 of of IN 10070 134 21 our -PRON- PRP$ 10070 134 22 project project NN 10070 134 23 . . . 10070 135 1 We -PRON- PRP 10070 135 2 need need VBP 10070 135 3 only only RB 10070 135 4 certain certain JJ 10070 135 5 fields field NNS 10070 135 6 from from IN 10070 135 7 the the DT 10070 135 8 NOTIS NOTIS NNP 10070 135 9 screen screen NN 10070 135 10 . . . 10070 136 1 But but CC 10070 136 2 even even RB 10070 136 3 from from IN 10070 136 4 these these DT 10070 136 5 fields field NNS 10070 136 6 we -PRON- PRP 10070 136 7 need need VBP 10070 136 8 the the DT 10070 136 9 data datum NNS 10070 136 10 only only RB 10070 136 11 from from IN 10070 136 12 certain certain JJ 10070 136 13 delimiters delimiter NNS 10070 136 14 . . . 10070 137 1 Therefore therefore RB 10070 137 2 , , , 10070 137 3 we -PRON- PRP 10070 137 4 now now RB 10070 137 5 scan scan VBP 10070 137 6 each each DT 10070 137 7 of of IN 10070 137 8 these these DT 10070 137 9 smaller small JJR 10070 137 10 strings string NNS 10070 137 11 for for IN 10070 137 12 a a DT 10070 137 13 certain certain JJ 10070 137 14 set set NN 10070 137 15 of of IN 10070 137 16 delimiters delimiter NNS 10070 137 17 , , , 10070 137 18 which which WDT 10070 137 19 was be VBD 10070 137 20 predefined predefine VBN 10070 137 21 for for IN 10070 137 22 each each DT 10070 137 23 indi- indi- JJ 10070 137 24 vidual vidual JJ 10070 137 25 field field NN 10070 137 26 . . . 10070 138 1 The the DT 10070 138 2 data datum NNS 10070 138 3 present present JJ 10070 138 4 in in IN 10070 138 5 the the DT 10070 138 6 other other JJ 10070 138 7 delimiters delimiter NNS 10070 138 8 are be VBP 10070 138 9 discarded discard VBN 10070 138 10 . . . 10070 139 1 • • VB 10070 139 2 The the DT 10070 139 3 data datum NNS 10070 139 4 collected collect VBN 10070 139 5 from from IN 10070 139 6 the the DT 10070 139 7 various various JJ 10070 139 8 fields field NNS 10070 139 9 and and CC 10070 139 10 their -PRON- PRP$ 10070 139 11 corresponding corresponding JJ 10070 139 12 delimiters delimiter NNS 10070 139 13 are be VBP 10070 139 14 assigned assign VBN 10070 139 15 to to IN 10070 139 16 correspon- correspon- NN 10070 139 17 ding ding NNP 10070 139 18 variables variable NNS 10070 139 19 . . . 10070 140 1 Some some DT 10070 140 2 variables variable NNS 10070 140 3 contain contain VBP 10070 140 4 data datum NNS 10070 140 5 from from IN 10070 140 6 more more JJR 10070 140 7 than than IN 10070 140 8 one one CD 10070 140 9 delimiter delimiter NN 10070 140 10 concatenated concatenate VBD 10070 140 11 together together RB 10070 140 12 . . . 10070 141 1 The the DT 10070 141 2 reason reason NN 10070 141 3 for for IN 10070 141 4 this this DT 10070 141 5 can can MD 10070 141 6 be be VB 10070 141 7 explained explain VBN 10070 141 8 as as IN 10070 141 9 follows follow VBZ 10070 141 10 . . . 10070 142 1 There there EX 10070 142 2 are be VBP 10070 142 3 certain certain JJ 10070 142 4 fields field NNS 10070 142 5 , , , 10070 142 6 which which WDT 10070 142 7 are be VBP 10070 142 8 present present JJ 10070 142 9 in in IN 10070 142 10 the the DT 10070 142 11 database database NN 10070 142 12 only only RB 10070 142 13 for for IN 10070 142 14 informational informational JJ 10070 142 15 purposes purpose NNS 10070 142 16 and and CC 10070 142 17 will will MD 10070 142 18 not not RB 10070 142 19 be be VB 10070 142 20 used use VBN 10070 142 21 as as IN 10070 142 22 a a DT 10070 142 23 criteria criterion NNS 10070 142 24 field field NN 10070 142 25 in in IN 10070 142 26 any any DT 10070 142 27 query query NN 10070 142 28 . . . 10070 143 1 Since since IN 10070 143 2 these these DT 10070 143 3 fields field NNS 10070 143 4 will will MD 10070 143 5 never never RB 10070 143 6 be be VB 10070 143 7 queried query VBN 10070 143 8 upon upon IN 10070 143 9 , , , 10070 143 10 they -PRON- PRP 10070 143 11 do do VBP 10070 143 12 not not RB 10070 143 13 need need VB 10070 143 14 to to TO 10070 143 15 be be VB 10070 143 16 cleansed cleanse VBN 10070 143 17 as as RB 10070 143 18 rigorously rigorously RB 10070 143 19 as as IN 10070 143 20 the the DT 10070 143 21 other other JJ 10070 143 22 fields field NNS 10070 143 23 and and CC 10070 143 24 therefore therefore RB 10070 143 25 , , , 10070 143 26 we -PRON- PRP 10070 143 27 can can MD 10070 143 28 afford afford VB 10070 143 29 to to TO 10070 143 30 leave leave VB 10070 143 31 the the DT 10070 143 32 data datum NNS 10070 143 33 of of IN 10070 143 34 these these DT 10070 143 35 fields field NNS 10070 143 36 as as IN 10070 143 37 concatenated concatenated JJ 10070 143 38 strings string NNS 10070 143 39 . . . 10070 144 1 Example example NN 10070 144 2 : : : 10070 144 3 The the DT 10070 144 4 Catalog_source catalog_source JJ 10070 144 5 field field NN 10070 144 6 which which WDT 10070 144 7 has have VBZ 10070 144 8 data datum NNS 10070 144 9 from from IN 10070 144 10 " " `` 10070 144 11 I -PRON- PRP 10070 144 12 a a DT 10070 144 13 " " '' 10070 144 14 and and CC 10070 144 15 " " `` 10070 144 16 I i NN 10070 144 17 c c NN 10070 144 18 " " '' 10070 144 19 is be VBZ 10070 144 20 of of IN 10070 144 21 the the DT 10070 144 22 form form NN 10070 144 23 " " `` 10070 144 24 I -PRON- PRP 10070 144 25 a a DT 10070 144 26 DLC DLC NNP 10070 144 27 I i NN 10070 144 28 c c NN 10070 144 29 DLC DLC NNP 10070 144 30 " " '' 10070 144 31 while while IN 10070 144 32 the the DT 10070 144 33 Lang Lang NNP 10070 144 34 code code NN 10070 144 35 field field NN 10070 144 36 which which WDT 10070 144 37 has have VBZ 10070 144 38 data datum NNS 10070 144 39 from from IN 10070 144 40 " " `` 10070 144 41 I -PRON- PRP 10070 144 42 a a DT 10070 144 43 " " '' 10070 144 44 and and CC 10070 144 45 " " `` 10070 144 46 I i NN 10070 144 47 h h NN 10070 144 48 " " '' 10070 144 49 is be VBZ 10070 144 50 of of IN 10070 144 51 the the DT 10070 144 52 form form NN 10070 144 53 " " `` 10070 144 54 I -PRON- PRP 10070 144 55 a a DT 10070 144 56 eng eng NN 10070 144 57 I -PRON- PRP 10070 144 58 h h VBZ 10070 144 59 rus rus NNP 10070 144 60 . . . 10070 144 61 " " '' 10070 145 1 But but CC 10070 145 2 we -PRON- PRP 10070 145 3 split split VBD 10070 145 4 this this DT 10070 145 5 into into IN 10070 145 6 two two CD 10070 145 7 fields field NNS 10070 145 8 : : : 10070 145 9 Lang_code_l Lang_code_l NNP 10070 145 10 containing contain VBG 10070 145 11 " " `` 10070 145 12 eng eng NN 10070 145 13 " " '' 10070 145 14 and and CC 10070 145 15 Lang_code_2 Lang_code_2 NNP 10070 145 16 containing contain VBG 10070 145 17 " " `` 10070 145 18 rus rus NNP 10070 145 19 . . . 10070 145 20 " " '' 10070 146 1 • • VB 10070 146 2 The the DT 10070 146 3 data datum NNS 10070 146 4 collected collect VBN 10070 146 5 from from IN 10070 146 6 the the DT 10070 146 7 various various JJ 10070 146 8 fields field NNS 10070 146 9 are be VBP 10070 146 10 saved save VBN 10070 146 11 in in IN 10070 146 12 a a DT 10070 146 13 flat flat JJ 10070 146 14 file file NN 10070 146 15 in in IN 10070 146 16 the the DT 10070 146 17 text text NN 10070 146 18 - - HYPH 10070 146 19 delimited delimit VBN 10070 146 20 format format NN 10070 146 21 . . . 10070 147 1 Microsoft Microsoft NNP 10070 147 2 Access Access NNP 10070 147 3 recognizes recognize VBZ 10070 147 4 this this DT 10070 147 5 format format NN 10070 147 6 . . . 10070 148 1 A a DT 10070 148 2 screen screen NN 10070 148 3 dump dump NN 10070 148 4 of of IN 10070 148 5 the the DT 10070 148 6 text text NN 10070 148 7 - - HYPH 10070 148 8 delimited delimit VBN 10070 148 9 file file NN 10070 148 10 , , , 10070 148 11 which which WDT 10070 148 12 is be VBZ 10070 148 13 the the DT 10070 148 14 end end NN 10070 148 15 result result NN 10070 148 16 of of IN 10070 148 17 the the DT 10070 148 18 cleansing cleansing NN 10070 148 19 operation operation NN 10070 148 20 , , , 10070 148 21 is be VBZ 10070 148 22 shown show VBN 10070 148 23 in in IN 10070 148 24 figure figure NN 10070 148 25 2 2 CD 10070 148 26 . . . 10070 149 1 The the DT 10070 149 2 flat flat JJ 10070 149 3 file file NN 10070 149 4 , , , 10070 149 5 which which WDT 10070 149 6 we -PRON- PRP 10070 149 7 now now RB 10070 149 8 have have VBP 10070 149 9 , , , 10070 149 10 can can MD 10070 149 11 be be VB 10070 149 12 imported import VBN 10070 149 13 into into IN 10070 149 14 the the DT 10070 149 15 Library Library NNP 10070 149 16 Warehouse Warehouse NNP 10070 149 17 . . . 10070 150 1 I -PRON- PRP 10070 150 2 Graphical Graphical NNP 10070 150 3 User User NNP 10070 150 4 Interface Interface NNP 10070 150 5 In in IN 10070 150 6 order order NN 10070 150 7 to to TO 10070 150 8 ease ease VB 10070 150 9 the the DT 10070 150 10 tasks task NNS 10070 150 11 of of IN 10070 150 12 the the DT 10070 150 13 user user NN 10070 150 14 ( ( -LRB- 10070 150 15 i.e. i.e. FW 10070 150 16 , , , 10070 150 17 the the DT 10070 150 18 decision decision NN 10070 150 19 maker maker NN 10070 150 20 ) ) -RRB- 10070 150 21 to to TO 10070 150 22 create create VB 10070 150 23 the the DT 10070 150 24 library library JJ 10070 150 25 warehouse warehouse NN 10070 150 26 and and CC 10070 150 27 to to IN 10070 150 28 query query VB 10070 150 29 and and CC 10070 150 30 analyze analyze VB 10070 150 31 its -PRON- PRP$ 10070 150 32 contents content NNS 10070 150 33 , , , 10070 150 34 a a DT 10070 150 35 graphical graphical JJ 10070 150 36 user user NN 10070 150 37 interface interface NN 10070 150 38 tool tool NN 10070 150 39 has have VBZ 10070 150 40 been be VBN 10070 150 41 developed develop VBN 10070 150 42 . . . 10070 151 1 Through through IN 10070 151 2 the the DT 10070 151 3 GUI GUI NNP 10070 151 4 , , , 10070 151 5 the the DT 10070 151 6 user user NN 10070 151 7 can can MD 10070 151 8 enact enact VB 10070 151 9 the the DT 10070 151 10 following follow VBG 10070 151 11 processes process NNS 10070 151 12 or or CC 10070 151 13 operations operation NNS 10070 151 14 through through IN 10070 151 15 a a DT 10070 151 16 main main JJ 10070 151 17 menu menu NN 10070 151 18 : : : 10070 151 19 • • VB 10070 151 20 connection connection NN 10070 151 21 to to IN 10070 151 22 NOTIS NOTIS NNP 10070 151 23 • • NNP 10070 151 24 screen screen NN 10070 151 25 scraping scrape VBG 10070 151 26 • • NNP 10070 151 27 data data NN 10070 151 28 cleansing cleanse VBG 10070 151 29 and and CC 10070 151 30 extracting extract VBG 10070 151 31 • • NNP 10070 151 32 importing import VBG 10070 151 33 data datum NNS 10070 151 34 • • NNP 10070 151 35 viewing view VBG 10070 151 36 collected collect VBN 10070 151 37 data datum NNS 10070 151 38 • • NNP 10070 151 39 querying querying NN 10070 151 40 • • NNP 10070 151 41 report report NN 10070 151 42 generating generate VBG 10070 151 43 The the DT 10070 151 44 first first JJ 10070 151 45 option option NN 10070 151 46 opens open VBZ 10070 151 47 HostExplorer HostExplorer NNP 10070 151 48 and and CC 10070 151 49 provides provide VBZ 10070 151 50 a a DT 10070 151 51 connection connection NN 10070 151 52 to to IN 10070 151 53 NOTIS NOTIS NNP 10070 151 54 . . . 10070 152 1 lt lt NNP 10070 152 2 provides provide VBZ 10070 152 3 a a DT 10070 152 4 shortcut shortcut NN 10070 152 5 to to IN 10070 152 6 closing close VBG 10070 152 7 or or CC 10070 152 8 minimizing minimize VBG 10070 152 9 LDSS ldss NN 10070 152 10 and and CC 10070 152 11 opening open VBG 10070 152 12 HostExplorer HostExplorer NNP 10070 152 13 . . . 10070 153 1 The the DT 10070 153 2 Screen Screen NNP 10070 153 3 Scraping Scraping NNP 10070 153 4 option option NN 10070 153 5 activates activate VBZ 10070 153 6 the the DT 10070 153 7 data datum NNS 10070 153 8 scraping scrape VBG 10070 153 9 process process NN 10070 153 10 . . . 10070 154 1 The the DT 10070 154 2 Data Data NNPS 10070 154 3 Cleansing Cleansing NNP 10070 154 4 and and CC 10070 154 5 Extracting Extracting NNP 10070 154 6 option option NN 10070 154 7 filters filter NNS 10070 154 8 out out RP 10070 154 9 the the DT 10070 154 10 unnecessary unnecessary JJ 10070 154 11 data data NN 10070 154 12 fields field NNS 10070 154 13 and and CC 10070 154 14 saves save VBZ 10070 154 15 the the DT 10070 154 16 cleansed cleanse VBN 10070 154 17 data datum NNS 10070 154 18 in in IN 10070 154 19 a a DT 10070 154 20 text text NN 10070 154 21 - - HYPH 10070 154 22 delimited delimit VBN 10070 154 23 format format NN 10070 154 24 . . . 10070 155 1 The the DT 10070 155 2 Importing Importing NNP 10070 155 3 Data Data NNP 10070 155 4 option option NN 10070 155 5 imports import VBZ 10070 155 6 the the DT 10070 155 7 data datum NNS 10070 155 8 in in IN 10070 155 9 the the DT 10070 155 10 text text NN 10070 155 11 - - HYPH 10070 155 12 delimited delimit VBN 10070 155 13 format format NN 10070 155 14 into into IN 10070 155 15 the the DT 10070 155 16 warehouse warehouse NN 10070 155 17 . . . 10070 156 1 The the DT 10070 156 2 Viewing Viewing NNP 10070 156 3 Collected Collected NNP 10070 156 4 Data Data NNP 10070 156 5 option option NN 10070 156 6 allows allow VBZ 10070 156 7 the the DT 10070 156 8 user user NN 10070 156 9 to to TO 10070 156 10 view view VB 10070 156 11 the the DT 10070 156 12 contents content NNS 10070 156 13 of of IN 10070 156 14 a a DT 10070 156 15 selected select VBN 10070 156 16 relational relational JJ 10070 156 17 table table NN 10070 156 18 stored store VBN 10070 156 19 in in IN 10070 156 20 20 20 CD 10070 156 21 INFORMATION information NN 10070 156 22 TECHNOLOGY technology NN 10070 156 23 AND and CC 10070 156 24 LIBRARIES library NNS 10070 156 25 I -PRON- PRP 10070 156 26 MARCH march VBP 10070 156 27 2000 2000 CD 10070 156 28 Reproduced reproduce VBN 10070 156 29 with with IN 10070 156 30 permission permission NN 10070 156 31 of of IN 10070 156 32 the the DT 10070 156 33 copyright copyright NN 10070 156 34 owner owner NN 10070 156 35 . . . 10070 157 1 Further further JJ 10070 157 2 reproduction reproduction NN 10070 157 3 prohibited prohibit VBD 10070 157 4 without without IN 10070 157 5 permission permission NN 10070 157 6 . . . 10070 158 1 " " `` 10070 158 2 RECORD RECORD NNP 10070 158 3 HUMBER","System HUMBER","System NNP 10070 158 4 Control control NN 10070 158 5 Humber","Catalogin Humber","Catalogin NNP 10070 158 6 Source","Language Source","Language NNP 10070 158 7 Codes Codes NNPS 10070 158 8 1","Language 1","language NN 10070 158 9 Code~ Code~ NNP 10070 158 10 " " `` 10070 158 11 AKR9234 AKR9234 NNP 10070 158 12 " " '' 10070 158 13 , , , 10070 158 14 " " '' 10070 158 15 YBP1996 YBP1996 NNP 10070 158 16 0507 0507 CD 10070 158 17 - - : 10070 158 18 -CLARR -CLARR : 10070 158 19 done do VBN 10070 158 20 " " '' 10070 158 21 , , , 10070 158 22 " " '' 10070 158 23 a a DT 10070 158 24 DLC DLC NNP 10070 158 25 I i NN 10070 158 26 c c NN 10070 158 27 DLC DLC NNP 10070 158 28 " " '' 10070 158 29 , , , 10070 158 30 " " `` 10070 158 31 1 1 CD 10070 158 32 : : : 10070 158 33 I -PRON- PRP 10070 158 34 a a DT 10070 158 35 eng eng NN 10070 158 36 " " '' 10070 158 37 , , , 10070 158 38 " " `` 10070 158 39 I -PRON- PRP 10070 158 40 h h VBZ 10070 158 41 rus rus FW 10070 158 42 " " '' 10070 158 43 , , , 10070 158 44 " " `` 10070 158 45 e e NNP 10070 158 46 - - HYPH 10070 158 47 ur ur NNP 10070 158 48 - - HYPH 10070 158 49 ru ru NNP 10070 158 50 " " '' 10070 158 51 , , , 10070 158 52 " " `` 10070 158 53 306/. 306/. CD 10070 159 1 0~ 0~ LS 10070 159 2 " " `` 10070 159 3 RKS6472 RKS6472 NNP 10070 159 4 " " '' 10070 159 5 , , , 10070 159 6 " " '' 10070 159 7 YBP1996 YBP1996 NNP 10070 159 8 0507 0507 CD 10070 159 9 - - : 10070 159 10 -CLRRR -CLRRR VBN 10070 159 11 done do VBN 10070 159 12 " " '' 10070 159 13 , , , 10070 159 14 " " '' 10070 159 15 a a DT 10070 159 16 DLC DLC NNP 10070 159 17 I i NN 10070 159 18 c c NN 10070 159 19 DLC DLC NNP 10070 159 20 " " '' 10070 159 21 , , , 10070 159 22 " " `` 10070 159 23 1 1 CD 10070 159 24 : : : 10070 159 25 I -PRON- PRP 10070 159 26 a a DT 10070 159 27 eng eng NN 10070 159 28 " " '' 10070 159 29 , , , 10070 159 30 " " `` 10070 159 31 I -PRON- PRP 10070 159 32 h h VBZ 10070 159 33 rus rus FW 10070 159 34 " " '' 10070 159 35 , , , 10070 159 36 " " `` 10070 159 37 Hull hull NN 10070 159 38 " " '' 10070 159 39 , , , 10070 159 40 " " '' 10070 159 41 891 891 CD 10070 159 42 . . . 10070 160 1 73/ 73/ LS 10070 160 2 44 44 CD 10070 160 3 " " `` 10070 160 4 AKS6493 aks6493 NN 10070 160 5 " " '' 10070 160 6 , , , 10070 160 7 " " '' 10070 160 8 YBP1996 YBP1996 NNP 10070 160 9 0507 0507 CD 10070 160 10 - - : 10070 160 11 -CLARR -CLARR : 10070 160 12 done do VBN 10070 160 13 " " '' 10070 160 14 , , , 10070 160 15 " " '' 10070 160 16 a a DT 10070 160 17 DLC DLC NNP 10070 160 18 I i NN 10070 160 19 c c NN 10070 160 20 DLC DLC NNP 10070 160 21 " " '' 10070 160 22 , , , 10070 160 23 " " `` 10070 160 24 Hull hull NN 10070 160 25 " " '' 10070 160 26 , , , 10070 160 27 " " `` 10070 160 28 Hull hull NN 10070 160 29 " " '' 10070 160 30 , , , 10070 160 31 " " `` 10070 160 32 Hull hull NN 10070 160 33 " " '' 10070 160 34 , , , 10070 160 35 " " '' 10070 160 36 001 001 CD 10070 160 37 . . . 10070 161 1 4/225/ 4/225/ LS 10070 161 2 028563 028563 CD 10070 161 3 I i NN 10070 161 4 ~f ~f . 10070 161 5 " " '' 10070 161 6 AJX7554 AJX7554 NNP 10070 161 7 " " '' 10070 161 8 , , , 10070 161 9 " " '' 10070 161 10 YBP1996 YBP1996 NNP 10070 161 11 05 05 CD 10070 161 12 08 08 CD 10070 161 13 - - HYPH 10070 161 14 -CLARR -clarr NN 10070 161 15 done do VBN 10070 161 16 " " '' 10070 161 17 , , , 10070 161 18 " " '' 10070 161 19 a a DT 10070 161 20 Uk Uk NNP 10070 161 21 I -PRON- PRP 10070 161 22 c c NN 10070 161 23 Uk Uk NNP 10070 161 24 " " '' 10070 161 25 , , , 10070 161 26 " " `` 10070 161 27 Hull hull NN 10070 161 28 " " '' 10070 161 29 , , , 10070 161 30 " " `` 10070 161 31 Hull hull NN 10070 161 32 " " '' 10070 161 33 , , , 10070 161 34 " " '' 10070 161 35 e e NNP 10070 161 36 - - HYPH 10070 161 37 uk--- uk--- NNP 10070 161 38 " " '' 10070 161 39 , , , 10070 161 40 " " `` 10070 161 41 362 362 CD 10070 161 42 . . . 10070 162 1 1 1 CD 10070 162 2 / / SYM 10070 162 3 068 068 CD 10070 162 4 12 12 CD 10070 162 5 2 2 CD 10070 162 6 O o NN 10070 162 7 " " '' 10070 162 8 , , , 10070 162 9 ' ' '' 10070 162 10 " " `` 10070 162 11 AKB3478 akb3478 NN 10070 162 12 " " '' 10070 162 13 , , , 10070 162 14 " " '' 10070 162 15 YBP1996 YBP1996 NNP 10070 162 16 05 05 CD 10070 162 17 08 08 CD 10070 162 18 - - HYPH 10070 162 19 -CLARR -clarr NN 10070 162 20 done do VBN 10070 162 21 " " '' 10070 162 22 , , , 10070 162 23 " " '' 10070 162 24 a a DT 10070 162 25 DLC DLC NNP 10070 162 26 c c NN 10070 162 27 DLC DLC NNP 10070 162 28 " " '' 10070 162 29 , , , 10070 162 30 " " `` 10070 162 31 Hull hull NN 10070 162 32 " " '' 10070 162 33 , , , 10070 162 34 " " `` 10070 162 35 Hull hull NN 10070 162 36 " " '' 10070 162 37 , , , 10070 162 38 " " '' 10070 162 39 e e NNP 10070 162 40 - - HYPH 10070 162 41 fr--- fr--- NNP 10070 162 42 " " '' 10070 162 43 , , , 10070 162 44 " " `` 10070 162 45 843/. 843/. CD 10070 163 1 7 7 CD 10070 163 2 12 12 CD 10070 163 3 2 2 CD 10070 163 4 O o NN 10070 163 5 " " '' 10070 163 6 , , , 10070 163 7 " " `` 10070 163 8 t t NN 10070 163 9 " " '' 10070 163 10 " " `` 10070 163 11 AKC6442","YBP19960508 AKC6442","YBP19960508 NNP 10070 163 12 - - HYPH 10070 163 13 -CLARR -clarr NN 10070 163 14 done","a done","a CD 10070 163 15 DLC DLC NNP 10070 163 16 c c NN 10070 163 17 DLC DLC NNP 10070 163 18 " " '' 10070 163 19 , , , 10070 163 20 " " `` 10070 163 21 1 1 CD 10070 163 22 : : : 10070 163 23 la la NNP 10070 163 24 eng eng NNP 10070 163 25 " " '' 10070 163 26 , , , 10070 163 27 " " `` 10070 163 28 lh lh NNP 10070 163 29 ger","e ger","e NN 10070 163 30 - - HYPH 10070 163 31 fr---","194 fr---","194 NNP 10070 163 32 12 12 CD 10070 163 33 " " `` 10070 163 34 AKE9837 AKE9837 NNP 10070 163 35 " " '' 10070 163 36 , , , 10070 163 37 " " '' 10070 163 38 YBP1996 YBP1996 NNP 10070 163 39 0508 0508 CD 10070 163 40 - - : 10070 163 41 -CLARR -CLARR : 10070 163 42 done do VBN 10070 163 43 " " '' 10070 163 44 , , , 10070 163 45 " " '' 10070 163 46 a a DT 10070 163 47 DLC DLC NNP 10070 163 48 c c NN 10070 163 49 DLC DLC NNP 10070 163 50 " " '' 10070 163 51 , , , 10070 163 52 " " `` 10070 163 53 Hull hull NN 10070 163 54 " " '' 10070 163 55 , , , 10070 163 56 " " `` 10070 163 57 Hull hull NN 10070 163 58 " " '' 10070 163 59 , , , 10070 163 60 " " '' 10070 163 61 e e NNP 10070 163 62 - - HYPH 10070 163 63 gr--- gr--- NNP 10070 163 64 " " '' 10070 163 65 , , , 10070 163 66 " " `` 10070 163 67 883/. 883/. CD 10070 164 1 01 01 CD 10070 164 2 12 12 CD 10070 164 3 20 20 CD 10070 164 4 " " NNS 10070 164 5 , , , 10070 164 6 ' ' '' 10070 164 7 " " `` 10070 164 8 AKK9486 AKK9486 NNP 10070 164 9 " " '' 10070 164 10 , , , 10070 164 11 " " '' 10070 164 12 YBP1996 YBP1996 NNP 10070 164 13 0508 0508 CD 10070 164 14 - - : 10070 164 15 -CLARR -CLARR : 10070 164 16 done do VBN 10070 164 17 " " '' 10070 164 18 , , , 10070 164 19 " " '' 10070 164 20 a a DT 10070 164 21 DLC DLC NNP 10070 164 22 c c NN 10070 164 23 DLC DLC NNP 10070 164 24 " " '' 10070 164 25 , , , 10070 164 26 " " `` 10070 164 27 Hull hull NN 10070 164 28 " " '' 10070 164 29 , , , 10070 164 30 " " `` 10070 164 31 Hull hull NN 10070 164 32 " " '' 10070 164 33 , , , 10070 164 34 " " '' 10070 164 35 e e NNP 10070 164 36 - - HYPH 10070 164 37 uk--- uk--- NNP 10070 164 38 " " '' 10070 164 39 , , , 10070 164 40 " " `` 10070 164 41 822/. 822/. CD 10070 165 1 052309 052309 CD 10070 165 2 12 12 CD 10070 165 3 ~% ~% CD 10070 165 4 l'AKL2258 l'akl2258 CD 10070 165 5 " " '' 10070 165 6 , , , 10070 165 7 " " '' 10070 165 8 YBP1996 YBP1996 NNP 10070 165 9 05 05 CD 10070 165 10 08 08 CD 10070 165 11 - - HYPH 10070 165 12 -CLARR -clarr NN 10070 165 13 done do VBN 10070 165 14 " " '' 10070 165 15 , , , 10070 165 16 " " '' 10070 165 17 a a DT 10070 165 18 DLC DLC NNP 10070 165 19 c c NN 10070 165 20 DLC DLC NNP 10070 165 21 " " '' 10070 165 22 , , , 10070 165 23 " " `` 10070 165 24 Hull hull NN 10070 165 25 " " '' 10070 165 26 , , , 10070 165 27 " " `` 10070 165 28 Hull hull NN 10070 165 29 " " '' 10070 165 30 , , , 10070 165 31 " " '' 10070 165 32 e e NNP 10070 165 33 - - HYPH 10070 165 34 xr--- xr--- NNP 10070 165 35 " " '' 10070 165 36 , , , 10070 165 37 " " `` 10070 165 38 929 929 CD 10070 165 39 . . . 10070 166 1 4/2/ 4/2/ CD 10070 166 2 08992401 08992401 CD 10070 166 3 1• 1• NNP 10070 166 4 " " `` 10070 166 5 AKM2455 AKM2455 NNP 10070 166 6 " " '' 10070 166 7 , , , 10070 166 8 " " '' 10070 166 9 YBP1996 YBP1996 NNP 10070 166 10 05 05 CD 10070 166 11 08 08 CD 10070 166 12 - - HYPH 10070 166 13 -CLARR -clarr NN 10070 166 14 done do VBN 10070 166 15 " " '' 10070 166 16 , , , 10070 166 17 " " '' 10070 166 18 a a DT 10070 166 19 DLC DLC NNP 10070 166 20 c c NN 10070 166 21 DLC DLC NNP 10070 166 22 " " '' 10070 166 23 , , , 10070 166 24 " " `` 10070 166 25 Hull hull NN 10070 166 26 " " '' 10070 166 27 , , , 10070 166 28 " " `` 10070 166 29 Hull hull NN 10070 166 30 " " '' 10070 166 31 , , , 10070 166 32 " " '' 10070 166 33 e e NNP 10070 166 34 - - HYPH 10070 166 35 gx--- gx--- NNP 10070 166 36 " " '' 10070 166 37 , , , 10070 166 38 " " `` 10070 166 39 943 943 CD 10070 166 40 . . . 10070 167 1 086 086 CD 10070 167 2 12 12 CD 10070 167 3 2 2 CD 10070 167 4 O o NN 10070 167 5 " " '' 10070 167 6 , , , 10070 167 7 ' ' '' 10070 167 8 " " `` 10070 167 9 AKM4649 AKM4649 NNP 10070 167 10 " " '' 10070 167 11 , , , 10070 167 12 " " '' 10070 167 13 YBP1996 YBP1996 NNP 10070 167 14 0508 0508 CD 10070 167 15 - - : 10070 167 16 -CLARR -CLARR : 10070 167 17 done do VBN 10070 167 18 " " '' 10070 167 19 , , , 10070 167 20 " " '' 10070 167 21 a a DT 10070 167 22 DLC DLC NNP 10070 167 23 c c NN 10070 167 24 DLC DLC NNP 10070 167 25 " " '' 10070 167 26 , , , 10070 167 27 " " `` 10070 167 28 Hull hull NN 10070 167 29 " " '' 10070 167 30 , , , 10070 167 31 " " `` 10070 167 32 Hull hull NN 10070 167 33 " " '' 10070 167 34 , , , 10070 167 35 " " `` 10070 167 36 Hull hull NN 10070 167 37 " " '' 10070 167 38 , , , 10070 167 39 " " '' 10070 167 40 863/ 863/ NNP 10070 167 41 .64 .64 NFP 10070 167 42 I -PRON- PRP 10070 167 43 2 2 CD 10070 167 44 20 20 CD 10070 167 45 " " '' 10070 167 46 , , , 10070 167 47 " " '' 10070 167 48 Hu Hu NNP 10070 167 49 ] ] -RRB- 10070 167 50 ' ' '' 10070 167 51 " " `` 10070 167 52 AKH0246","YBP19960508 AKH0246","YBP19960508 NNP 10070 167 53 - - HYPH 10070 167 54 -CLARR -clarr NN 10070 167 55 done","a done","a CD 10070 167 56 DLC DLC NNP 10070 167 57 c c NN 10070 167 58 DLC DLC NNP 10070 167 59 " " '' 10070 167 60 , , , 10070 167 61 " " `` 10070 167 62 Hull","Hull","n hull","hull","n NN 10070 167 63 - - HYPH 10070 167 64 us--- us--- NNS 10070 167 65 la la NNP 10070 167 66 e e NNP 10070 167 67 - - HYPH 10070 167 68 uk uk NNP 10070 167 69 - - HYPH 10070 167 70 en","700/. en","700/. NNP 10070 168 1 " " `` 10070 168 2 AKH181 AKH181 NNP 10070 168 3 O O NNP 10070 168 4 " " '' 10070 168 5 , , , 10070 168 6 " " '' 10070 168 7 YBP1996 YBP1996 NNP 10070 168 8 05 05 CD 10070 168 9 08 08 CD 10070 168 10 - - HYPH 10070 168 11 -CLARR -clarr NN 10070 168 12 done do VBN 10070 168 13 " " '' 10070 168 14 , , , 10070 168 15 " " '' 10070 168 16 a a DT 10070 168 17 DLC DLC NNP 10070 168 18 c c NN 10070 168 19 DLC DLC NNP 10070 168 20 " " '' 10070 168 21 , , , 10070 168 22 " " `` 10070 168 23 Hull hull NN 10070 168 24 " " '' 10070 168 25 , , , 10070 168 26 " " `` 10070 168 27 Hull hull NN 10070 168 28 " " '' 10070 168 29 , , , 10070 168 30 " " '' 10070 168 31 e e NNP 10070 168 32 - - HYPH 10070 168 33 uk--- uk--- NNP 10070 168 34 " " '' 10070 168 35 , , , 10070 168 36 " " '' 10070 168 37 305 305 CD 10070 168 38 . . . 10070 169 1 6/2 6/2 CD 10070 169 2 042/ 042/ NNP 10070 169 3 0903 0903 CD 10070 169 4 . . . 10070 169 5 : : : 10070 169 6 " " `` 10070 169 7 AKH3749","YBP19960508 akh3749","ybp19960508 VB 10070 169 8 - - HYPH 10070 169 9 -CLARR -clarr NN 10070 169 10 done","a done","a CD 10070 169 11 DLC DLC NNP 10070 169 12 c c NN 10070 169 13 DLC DLC NNP 10070 169 14 " " '' 10070 169 15 , , , 10070 169 16 " " `` 10070 169 17 Hull","Hull","f Hull","Hull","f NNP 10070 169 18 - - HYPH 10070 169 19 ke--- ke--- NNP 10070 169 20 la la NNP 10070 169 21 f f NNP 10070 169 22 - - HYPH 10070 169 23 so so RB 10070 169 24 - - HYPH 10070 169 25 --","327 --","327 NN 10070 169 26 . . . 10070 170 1 { { -LRB- 10070 170 2 " " `` 10070 170 3 AKQ727 AKQ727 NNP 10070 170 4 4 4 CD 10070 170 5 " " '' 10070 170 6 , , , 10070 170 7 " " '' 10070 170 8 YBP1996 YBP1996 NNP 10070 170 9 05 05 CD 10070 170 10 08 08 CD 10070 170 11 - - HYPH 10070 170 12 -CLARR -clarr NN 10070 170 13 done do VBN 10070 170 14 " " '' 10070 170 15 , , , 10070 170 16 " " '' 10070 170 17 a a DT 10070 170 18 DLC DLC NNP 10070 170 19 c c NN 10070 170 20 DLC DLC NNP 10070 170 21 " " '' 10070 170 22 , , , 10070 170 23 " " `` 10070 170 24 Hull hull NN 10070 170 25 " " '' 10070 170 26 , , , 10070 170 27 " " `` 10070 170 28 Hull hull NN 10070 170 29 " " '' 10070 170 30 , , , 10070 170 31 " " `` 10070 170 32 Hull hull NN 10070 170 33 " " '' 10070 170 34 , , , 10070 170 35 " " '' 10070 170 36 355 355 CD 10070 170 37 . . . 10070 171 1 4/2 4/2 CD 10070 171 2 12 12 CD 10070 171 3 2 2 CD 10070 171 4 O o NN 10070 171 5 " " '' 10070 171 6 , , , 10070 171 7 " " '' 10070 171 8 Hu Hu NNP 10070 171 9 ] ] -RRB- 10070 171 10 " " `` 10070 171 11 AKQ9180 AKQ9180 NNP 10070 171 12 " " '' 10070 171 13 , , , 10070 171 14 " " '' 10070 171 15 Y.BP1996 y.bp1996 CD 10070 171 16 0508 0508 CD 10070 171 17 - - : 10070 171 18 -CLARR -clarr NN 10070 171 19 done do VBN 10070 171 20 " " '' 10070 171 21 , , , 10070 171 22 " " '' 10070 171 23 a a DT 10070 171 24 DLC DLC NNP 10070 171 25 c c NN 10070 171 26 DLC DLC NNP 10070 171 27 " " '' 10070 171 28 , , , 10070 171 29 " " `` 10070 171 30 Hull hull NN 10070 171 31 " " '' 10070 171 32 , , , 10070 171 33 " " `` 10070 171 34 Hull hull NN 10070 171 35 " " '' 10070 171 36 , , , 10070 171 37 " " `` 10070 171 38 n n CD 10070 171 39 - - HYPH 10070 171 40 us--- us--- NNS 10070 171 41 " " '' 10070 171 42 , , , 10070 171 43 " " `` 10070 171 44 23 23 CD 10070 171 45 0/. 0/. NN 10070 172 1 93/ 93/ NNP 10070 172 2 09 09 CD 10070 172 3 12 12 CD 10070 172 4 2,f 2,f CD 10070 172 5 " " `` 10070 172 6 AKR AKR NNP 10070 172 7 0424 0424 CD 10070 172 8 " " '' 10070 172 9 , , , 10070 172 10 " " '' 10070 172 11 YBP1996 YBP1996 NNP 10070 172 12 05 05 CD 10070 172 13 08 08 CD 10070 172 14 - - HYPH 10070 172 15 -CLARR -clarr NN 10070 172 16 done do VBN 10070 172 17 " " '' 10070 172 18 , , , 10070 172 19 " " '' 10070 172 20 a a DT 10070 172 21 DLC DLC NNP 10070 172 22 c c NN 10070 172 23 DLC DLC NNP 10070 172 24 " " '' 10070 172 25 , , , 10070 172 26 " " `` 10070 172 27 Hull hull NN 10070 172 28 " " '' 10070 172 29 , , , 10070 172 30 " " `` 10070 172 31 Hull hull NN 10070 172 32 " " '' 10070 172 33 , , , 10070 172 34 " " `` 10070 172 35 n n LS 10070 172 36 - - HYPH 10070 172 37 us us NNP 10070 172 38 - - HYPH 10070 172 39 mi mi NNP 10070 172 40 " " '' 10070 172 41 , , , 10070 172 42 " " `` 10070 172 43 331 331 CD 10070 172 44 . . . 10070 173 1 88/1292/ 88/1292/ NNP 10070 173 2 097 097 CD 10070 173 3 ' ' '' 10070 173 4 " " '' 10070 173 5 RKR1411 RKR1411 NNP 10070 173 6 " " '' 10070 173 7 , , , 10070 173 8 " " '' 10070 173 9 YBP1996 YBP1996 NNP 10070 173 10 05 05 CD 10070 173 11 08 08 CD 10070 173 12 - - HYPH 10070 173 13 -CLARR -clarr NN 10070 173 14 done do VBN 10070 173 15 " " '' 10070 173 16 , , , 10070 173 17 " " '' 10070 173 18 a a DT 10070 173 19 CL CL NNP 10070 173 20 I -PRON- PRP 10070 173 21 c c NN 10070 173 22 CL CL NNP 10070 173 23 " " '' 10070 173 24 , , , 10070 173 25 " " `` 10070 173 26 Hull hull NN 10070 173 27 " " '' 10070 173 28 , , , 10070 173 29 " " `` 10070 173 30 Hull hull NN 10070 173 31 " " '' 10070 173 32 , , , 10070 173 33 " " `` 10070 173 34 n n CD 10070 173 35 - - HYPH 10070 173 36 us--- us--- NNS 10070 173 37 " " '' 10070 173 38 , , , 10070 173 39 " " '' 10070 173 40 3 3 CD 10070 173 41 05 05 CD 10070 173 42 . . . 10070 174 1 896/ 896/ CD 10070 174 2 073 073 CD 10070 174 3 12 12 CD 10070 174 4 2 2 CD 10070 174 5 O o NN 10070 174 6 ' ' '' 10070 174 7 " " '' 10070 174 8 AKR1846 AKR1846 NNP 10070 174 9 " " '' 10070 174 10 , , , 10070 174 11 " " '' 10070 174 12 YBP1996 YBP1996 NNP 10070 174 13 05 05 CD 10070 174 14 08 08 CD 10070 174 15 - - HYPH 10070 174 16 -CLARR -clarr NN 10070 174 17 done do VBN 10070 174 18 " " '' 10070 174 19 , , , 10070 174 20 " " '' 10070 174 21 a a DT 10070 174 22 DLC DLC NNP 10070 174 23 I i NN 10070 174 24 c c NN 10070 174 25 DLC DLC NNP 10070 174 26 " " '' 10070 174 27 , , , 10070 174 28 " " `` 10070 174 29 Hull hull NN 10070 174 30 " " '' 10070 174 31 , , , 10070 174 32 " " `` 10070 174 33 Hull hull NN 10070 174 34 " " '' 10070 174 35 , , , 10070 174 36 " " '' 10070 174 37 e e NNP 10070 174 38 - - HYPH 10070 174 39 uk uk NNP 10070 174 40 - - HYPH 10070 174 41 ni ni NNP 10070 174 42 " " '' 10070 174 43 , , , 10070 174 44 " " `` 10070 174 45 Hull hull NN 10070 174 46 " " '' 10070 174 47 , , , 10070 174 48 " " `` 10070 174 49 Hull hull NN 10070 174 50 " " '' 10070 174 51 , , , 10070 174 52 " " `` 10070 174 53 x x NN 10070 174 54 , , , 10070 174 55 " " '' 10070 174 56 AKR2169 AKR2169 NNP 10070 174 57 " " '' 10070 174 58 , , , 10070 174 59 " " '' 10070 174 60 YBP1996Jt5 YBP1996Jt5 NNP 10070 174 61 08 08 CD 10070 174 62 - - HYPH 10070 174 63 -CLARR -clarr NN 10070 174 64 done do VBN 10070 174 65 " " '' 10070 174 66 , , , 10070 174 67 " " '' 10070 174 68 a a DT 10070 174 69 DLC DLC NNP 10070 174 70 I i NN 10070 174 71 c c NN 10070 174 72 DLC DLC NNP 10070 174 73 " " '' 10070 174 74 , , , 10070 174 75 " " `` 10070 174 76 Hull hull NN 10070 174 77 " " '' 10070 174 78 , , , 10070 174 79 " " `` 10070 174 80 Hull hull NN 10070 174 81 " " '' 10070 174 82 , , , 10070 174 83 " " `` 10070 174 84 n n LS 10070 174 85 - - HYPH 10070 174 86 us -PRON- PRP 10070 174 87 - - HYPH 10070 174 88 sc sc NNP 10070 174 89 " " '' 10070 174 90 , , , 10070 174 91 " " `` 10070 174 92 323 323 CD 10070 174 93 . . . 10070 175 1 1/196073/ 1/196073/ LS 10070 175 2 091 091 CD 10070 175 3 " " `` 10070 175 4 AKR2245 akr2245 NN 10070 175 5 " " '' 10070 175 6 , , , 10070 175 7 " " `` 10070 175 8 YBP19960508 YBP19960508 NNP 10070 175 9 - - HYPH 10070 175 10 -C -C : 10070 175 11 .LARR .LARR . 10070 175 12 d.one d.one NN 10070 175 13 " " '' 10070 175 14 , , , 10070 175 15 " " '' 10070 175 16 a a DT 10070 175 17 DLC DLC NNP 10070 175 18 I i NN 10070 175 19 c c NN 10070 175 20 DLC DLC NNP 10070 175 21 " " '' 10070 175 22 , , , 10070 175 23 " " `` 10070 175 24 Hull hull NN 10070 175 25 " " '' 10070 175 26 , , , 10070 175 27 " " `` 10070 175 28 Hull hull NN 10070 175 29 " " '' 10070 175 30 , , , 10070 175 31 " " `` 10070 175 32 Hull hull NN 10070 175 33 " " '' 10070 175 34 , , , 10070 175 35 " " `` 10070 175 36 306 306 CD 10070 175 37 .4/6 .4/6 . 10070 175 38 I -PRON- PRP 10070 175 39 2 2 CD 10070 175 40 20 20 CD 10070 175 41 " " '' 10070 175 42 , , , 10070 175 43 " " `` 10070 175 44 Hu1 Hu1 NNP 10070 175 45 " " '' 10070 175 46 AKR2255 akr2255 NN 10070 175 47 " " '' 10070 175 48 , , , 10070 175 49 " " '' 10070 175 50 YBP1996 YBP1996 NNP 10070 175 51 05 05 CD 10070 175 52 08 08 CD 10070 175 53 - - HYPH 10070 175 54 -CLARR -clarr NN 10070 175 55 done do VBN 10070 175 56 " " '' 10070 175 57 , , , 10070 175 58 " " '' 10070 175 59 a a DT 10070 175 60 DLC DLC NNP 10070 175 61 I i NN 10070 175 62 c c NN 10070 175 63 DLC DLC NNP 10070 175 64 " " '' 10070 175 65 , , , 10070 175 66 " " `` 10070 175 67 Hull hull NN 10070 175 68 " " '' 10070 175 69 , , , 10070 175 70 " " `` 10070 175 71 Hull hull NN 10070 175 72 " " '' 10070 175 73 , , , 10070 175 74 " " `` 10070 175 75 Hull hull NN 10070 175 76 " " '' 10070 175 77 , , , 10070 175 78 " " '' 10070 175 79 3 3 CD 10070 175 80 03 03 CD 10070 175 81 . . . 10070 176 1 48/2 48/2 CD 10070 176 2 12 12 CD 10070 176 3 2 2 CD 10070 176 4 O o NN 10070 176 5 " " '' 10070 176 6 , , , 10070 176 7 " " '' 10070 176 8 2r 2r CD 10070 176 9 " " `` 10070 176 10 AKR226 AKR226 NNP 10070 176 11 O O NNP 10070 176 12 " " '' 10070 176 13 , , , 10070 176 14 " " '' 10070 176 15 YBP1996 YBP1996 NNP 10070 176 16 0508 0508 CD 10070 176 17 - - : 10070 176 18 -CLARR -CLARR : 10070 176 19 done do VBN 10070 176 20 " " '' 10070 176 21 , , , 10070 176 22 " " '' 10070 176 23 a a DT 10070 176 24 DLC DLC NNP 10070 176 25 I i NN 10070 176 26 c c NN 10070 176 27 DLC DLC NNP 10070 176 28 " " '' 10070 176 29 , , , 10070 176 30 " " `` 10070 176 31 Hull hull NN 10070 176 32 " " '' 10070 176 33 , , , 10070 176 34 " " `` 10070 176 35 Hull hull NN 10070 176 36 " " '' 10070 176 37 , , , 10070 176 38 " " `` 10070 176 39 n n JJ 10070 176 40 - - HYPH 10070 176 41 us- us- CD 10070 176 42 - - HYPH 10070 176 43 - - : 10070 176 44 " " '' 10070 176 45 , , , 10070 176 46 " " '' 10070 176 47 3 3 CD 10070 176 48 03 03 CD 10070 176 49 . . . 10070 177 1 48/2 48/2 CD 10070 177 2 12 12 CD 10070 177 3 2 2 CD 10070 177 4 O o NN 10070 177 5 " " '' 10070 177 6 , , , 10070 177 7 " " `` 10070 177 8 AKR2281 AKR2281 NNP 10070 177 9 " " '' 10070 177 10 , , , 10070 177 11 " " '' 10070 177 12 YBP1996 YBP1996 NNP 10070 177 13 05 05 CD 10070 177 14 08 08 CD 10070 177 15 - - HYPH 10070 177 16 -CLARR -clarr NN 10070 177 17 done do VBN 10070 177 18 " " '' 10070 177 19 , , , 10070 177 20 " " '' 10070 177 21 a a DT 10070 177 22 DLC DLC NNP 10070 177 23 I i NN 10070 177 24 c c NN 10070 177 25 DLC DLC NNP 10070 177 26 " " '' 10070 177 27 , , , 10070 177 28 " " `` 10070 177 29 Hull hull NN 10070 177 30 " " '' 10070 177 31 , , , 10070 177 32 " " `` 10070 177 33 Hull hull NN 10070 177 34 " " '' 10070 177 35 , , , 10070 177 36 " " `` 10070 177 37 t------ t------ VBZ 10070 177 38 I -PRON- PRP 10070 177 39 a a DT 10070 177 40 r------ r------ NNS 10070 177 41 " " '' 10070 177 42 , , , 10070 177 43 " " `` 10070 177 44 333 333 CD 10070 177 45 . . . 10070 177 46 , , , 10070 177 47 · · NFP 10070 177 48 " " `` 10070 177 49 AKR2287 AKR2287 NNP 10070 177 50 " " '' 10070 177 51 , , , 10070 177 52 " " '' 10070 177 53 YBP1996 YBP1996 NNP 10070 177 54 05 05 CD 10070 177 55 08 08 CD 10070 177 56 - - HYPH 10070 177 57 -CLARR -clarr NN 10070 177 58 done do VBN 10070 177 59 " " '' 10070 177 60 , , , 10070 177 61 " " '' 10070 177 62 a a DT 10070 177 63 DLC DLC NNP 10070 177 64 I i NN 10070 177 65 c c NN 10070 177 66 DLC DLC NNP 10070 177 67 " " '' 10070 177 68 , , , 10070 177 69 " " `` 10070 177 70 Hull hull NN 10070 177 71 " " '' 10070 177 72 , , , 10070 177 73 " " `` 10070 177 74 Hull hull NN 10070 177 75 " " '' 10070 177 76 , , , 10070 177 77 " " `` 10070 177 78 Hull hull NN 10070 177 79 " " '' 10070 177 80 , , , 10070 177 81 " " '' 10070 177 82 57 57 CD 10070 177 83 4 4 CD 10070 177 84 . . . 10070 178 1 5/262 5/262 CD 10070 178 2 12 12 CD 10070 178 3 2 2 CD 10070 178 4 O o NN 10070 178 5 " " '' 10070 178 6 , , , 10070 178 7 " " `` 10070 178 8 t t NN 10070 178 9 " " `` 10070 178 10 RKR2357 rkr2357 NN 10070 178 11 " " '' 10070 178 12 , , , 10070 178 13 " " '' 10070 178 14 YBP1996 YBP1996 NNP 10070 178 15 05 05 CD 10070 178 16 08 08 CD 10070 178 17 - - HYPH 10070 178 18 -CLARR -clarr NN 10070 178 19 done do VBN 10070 178 20 " " '' 10070 178 21 , , , 10070 178 22 " " '' 10070 178 23 a a DT 10070 178 24 DLC DLC NNP 10070 178 25 I i NN 10070 178 26 c c NN 10070 178 27 DLC DLC NNP 10070 178 28 " " '' 10070 178 29 , , , 10070 178 30 " " `` 10070 178 31 Hull hull NN 10070 178 32 " " '' 10070 178 33 , , , 10070 178 34 " " `` 10070 178 35 Hull hull NN 10070 178 36 " " '' 10070 178 37 , , , 10070 178 38 " " `` 10070 178 39 e------ e------ NNS 10070 178 40 " " '' 10070 178 41 , , , 10070 178 42 " " '' 10070 178 43 361 361 CD 10070 178 44 . . . 10070 179 1 6/1 6/1 CD 10070 179 2 / / SYM 10070 179 3 094 094 CD 10070 179 4 12 12 CD 10070 179 5 l l NN 10070 179 6 " " `` 10070 179 7 AKR2358 akr2358 NN 10070 179 8 " " '' 10070 179 9 , , , 10070 179 10 " " '' 10070 179 11 YBP1996 YBP1996 NNP 10070 179 12 0508 0508 CD 10070 179 13 - - : 10070 179 14 -CLARR -CLARR : 10070 179 15 done do VBN 10070 179 16 " " '' 10070 179 17 , , , 10070 179 18 " " '' 10070 179 19 a a DT 10070 179 20 DLC DLC NNP 10070 179 21 I i NN 10070 179 22 c c NN 10070 179 23 DLC DLC NNP 10070 179 24 " " '' 10070 179 25 , , , 10070 179 26 " " `` 10070 179 27 Hull hull NN 10070 179 28 " " '' 10070 179 29 , , , 10070 179 30 " " `` 10070 179 31 Hull hull NN 10070 179 32 " " '' 10070 179 33 , , , 10070 179 34 " " `` 10070 179 35 Hull hull NN 10070 179 36 " " '' 10070 179 37 , , , 10070 179 38 " " `` 10070 179 39 333 333 CD 10070 179 40 . . . 10070 180 1 7/2/01 7/2/01 CD 10070 180 2 12 12 CD 10070 180 3 20 20 CD 10070 180 4 " " NNS 10070 180 5 , , , 10070 180 6 ' ' `` 10070 180 7 ¥ ¥ PRP$ 10070 180 8 ' ' '' 10070 180 9 " " '' 10070 180 10 AKR2371 AKR2371 NNP 10070 180 11 " " '' 10070 180 12 , , , 10070 180 13 " " '' 10070 180 14 YBP1996 YBP1996 NNP 10070 180 15 05 05 CD 10070 180 16 08 08 CD 10070 180 17 - - HYPH 10070 180 18 -CLARR -clarr NN 10070 180 19 done do VBN 10070 180 20 " " '' 10070 180 21 , , , 10070 180 22 " " '' 10070 180 23 a a DT 10070 180 24 DLC DLC NNP 10070 180 25 I i NN 10070 180 26 c c NN 10070 180 27 DLC DLC NNP 10070 180 28 " " '' 10070 180 29 , , , 10070 180 30 " " `` 10070 180 31 Hull hull NN 10070 180 32 " " '' 10070 180 33 , , , 10070 180 34 " " `` 10070 180 35 Hull hull NN 10070 180 36 " " '' 10070 180 37 , , , 10070 180 38 " " `` 10070 180 39 e------ e------ NNS 10070 180 40 " " '' 10070 180 41 , , , 10070 180 42 " " `` 10070 180 43 3 3 CD 10070 180 44 07 07 CD 10070 180 45 . . . 10070 181 1 72/ 72/ LS 10070 181 2 094 094 CD 10070 181 3 12 12 CD 10070 181 4 211 211 CD 10070 181 5 " " `` 10070 181 6 AKR2386 AKR2386 NNP 10070 181 7 " " '' 10070 181 8 , , , 10070 181 9 " " '' 10070 181 10 YBP1996 YBP1996 NNP 10070 181 11 05 05 CD 10070 181 12 08 08 CD 10070 181 13 - - HYPH 10070 181 14 -CLARR -clarr NN 10070 181 15 done do VBN 10070 181 16 " " '' 10070 181 17 , , , 10070 181 18 " " `` 10070 181 19 DLC DLC NNP 10070 181 20 I -PRON- PRP 10070 181 21 c c NN 10070 181 22 DLCI DLCI NNP 10070 181 23 " " '' 10070 181 24 , , , 10070 181 25 " " `` 10070 181 26 Hull hull NN 10070 181 27 " " '' 10070 181 28 , , , 10070 181 29 /'Hull /'hull NN 10070 181 30 " " '' 10070 181 31 , , , 10070 181 32 " " `` 10070 181 33 e e NNP 10070 181 34 - - HYPH 10070 181 35 uk--- uk--- NNP 10070 181 36 " " '' 10070 181 37 , , , 10070 181 38 " " `` 10070 181 39 Hull hull NN 10070 181 40 " " '' 10070 181 41 , , , 10070 181 42 " " `` 10070 181 43 Hull hull NN 10070 181 44 " " '' 10070 181 45 , , , 10070 181 46 " " '' 10070 181 47 xu xu NNP 10070 181 48 , , , 10070 181 49 " " '' 10070 181 50 RKR25 RKR25 NNP 10070 181 51 03 03 CD 10070 181 52 " " '' 10070 181 53 , , , 10070 181 54 " " '' 10070 181 55 YBP1996 YBP1996 NNP 10070 181 56 05 05 CD 10070 181 57 08 08 CD 10070 181 58 - - HYPH 10070 181 59 -CLARR -clarr NN 10070 181 60 done do VBN 10070 181 61 " " '' 10070 181 62 , , , 10070 181 63 " " '' 10070 181 64 a a DT 10070 181 65 DLC DLC NNP 10070 181 66 I i NN 10070 181 67 c c NN 10070 181 68 DLC DLC NNP 10070 181 69 " " '' 10070 181 70 , , , 10070 181 71 " " `` 10070 181 72 Hull hull NN 10070 181 73 " " '' 10070 181 74 , , , 10070 181 75 " " `` 10070 181 76 Hull hull NN 10070 181 77 " " '' 10070 181 78 , , , 10070 181 79 " " `` 10070 181 80 Hull hull NN 10070 181 81 " " '' 10070 181 82 , , , 10070 181 83 " " '' 10070 181 84 575 575 CD 10070 181 85 . . . 10070 182 1 1 1 CD 10070 182 2 / / SYM 10070 182 3 09 09 CD 10070 182 4 12 12 CD 10070 182 5 2 2 CD 10070 182 6 O o NN 10070 182 7 " " '' 10070 182 8 , , , 10070 182 9 " " '' 10070 182 10 HL HL NNP 10070 182 11 ' ' '' 10070 182 12 i i PRP 10070 182 13 - - HYPH 10070 182 14 r--- r--- NN 10070 182 15 · · NFP 10070 182 16 ----- ----- NFP 10070 182 17 -----·----- -----·----- NFP 10070 182 18 Figure figure NN 10070 182 19 2 2 CD 10070 182 20 . . . 10070 183 1 A a DT 10070 183 2 Text Text NNP 10070 183 3 - - HYPH 10070 183 4 Delimited delimit VBN 10070 183 5 File File NNP 10070 183 6 the the DT 10070 183 7 warehouse warehouse NN 10070 183 8 . . . 10070 184 1 The the DT 10070 184 2 Querying 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the the DT 10070 185 11 user user NN 10070 185 12 to to TO 10070 185 13 specify specify VB 10070 185 14 the the DT 10070 185 15 report report NN 10070 185 16 to to TO 10070 185 17 be be VB 10070 185 18 generated generate VBN 10070 185 19 . . . 10070 186 1 I -PRON- PRP 10070 186 2 Data Data NNP 10070 186 3 Mining Mining NNP 10070 186 4 Tool Tool NNP 10070 186 5 A a DT 10070 186 6 very very RB 10070 186 7 important important JJ 10070 186 8 component component NN 10070 186 9 of of IN 10070 186 10 LOSS LOSS NNP 10070 186 11 is be VBZ 10070 186 12 the the DT 10070 186 13 data datum NNS 10070 186 14 mining mining NN 10070 186 15 tool tool NN 10070 186 16 for for IN 10070 186 17 discovering discover VBG 10070 186 18 association association NN 10070 186 19 rules rule NNS 10070 186 20 that that WDT 10070 186 21 specify specify VBP 10070 186 22 the the DT 10070 186 23 interrelationships interrelationship NNS 10070 186 24 of of IN 10070 186 25 data datum NNS 10070 186 26 stored store VBN 10070 186 27 in in IN 10070 186 28 the the DT 10070 186 29 warehouse warehouse NN 10070 186 30 . . . 10070 187 1 Many many JJ 10070 187 2 data datum NNS 10070 187 3 mining mining NN 10070 187 4 tools tool NNS 10070 187 5 are be VBP 10070 187 6 now now RB 10070 187 7 available available JJ 10070 187 8 in in IN 10070 187 9 the the DT 10070 187 10 commercial commercial JJ 10070 187 11 world world NN 10070 187 12 . . . 10070 188 1 For for IN 10070 188 2 our -PRON- PRP$ 10070 188 3 project project NN 10070 188 4 , , , 10070 188 5 we -PRON- PRP 10070 188 6 are be VBP 10070 188 7 investigating investigate VBG 10070 188 8 the the DT 10070 188 9 use use NN 10070 188 10 of of IN 10070 188 11 a a DT 10070 188 12 neural neural JJ 10070 188 13 - - HYPH 10070 188 14 network network NN 10070 188 15 - - HYPH 10070 188 16 based base VBN 10070 188 17 data datum NNS 10070 188 18 mining mining NN 10070 188 19 tool tool NN 10070 188 20 developed develop VBN 10070 188 21 by by IN 10070 188 22 Limin Limin NNP 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it -PRON- PRP 10070 219 22 would would MD 10070 219 23 not not RB 10070 219 24 make make VB 10070 219 25 sense sense NN 10070 219 26 . . . 10070 220 1 However however RB 10070 220 2 , , , 10070 220 3 the the DT 10070 220 4 pay pay NN 10070 220 5 data datum NNS 10070 220 6 and and CC 10070 220 7 the the DT 10070 220 8 circulation circulation NN 10070 220 9 data datum NNS 10070 220 10 are be VBP 10070 220 11 related relate VBN 10070 220 12 through through IN 10070 220 13 the the DT 10070 220 14 Bib_key Bib_key NNP 10070 220 15 . . . 10070 221 1 Hence hence RB 10070 221 2 , , , 10070 221 3 our -PRON- PRP$ 10070 221 4 use use NN 10070 221 5 of of IN 10070 221 6 the the DT 10070 221 7 conventional conventional JJ 10070 221 8 approach approach NN 10070 221 9 of of IN 10070 221 10 hav- hav- NNP 10070 221 11 User User NNP 10070 221 12 ..... ..... . 10070 221 13 --------~----.---------- --------~----.---------- NFP 10070 221 14 ...... ...... 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280 19 : : : 10070 280 20 Number number NN 10070 280 21 and and CC 10070 280 22 percentage percentage NN 10070 280 23 of of IN 10070 280 24 " " `` 10070 280 25 shared share VBN 10070 280 26 " " '' 10070 280 27 cataloging catalog VBG 10070 280 28 records record NNS 10070 280 29 in in IN 10070 280 30 circulated circulate VBN 10070 280 31 and and CC 10070 280 32 noncirculated noncirculate VBD 10070 280 33 titles title NNS 10070 280 34 . . . 10070 281 1 Result result NN 10070 281 2 : : : 10070 281 3 Total total NN 10070 281 4 " " `` 10070 281 5 shared share VBN 10070 281 6 " " '' 10070 281 7 records record NNS 10070 281 8 Circulated Circulated NNP 10070 281 9 Noncirculated Noncirculated NNP 10070 281 10 149 149 CD 10070 281 11 100 100 CD 10070 281 12 49 49 CD 10070 281 13 67.11 67.11 CD 10070 281 14 % % NN 10070 281 15 32.89 32.89 CD 10070 281 16 % % NN 10070 281 17 In in IN 10070 281 18 order order NN 10070 281 19 to to TO 10070 281 20 come come VB 10070 281 21 up up RP 10070 281 22 with with IN 10070 281 23 the the DT 10070 281 24 financial financial JJ 10070 281 25 resources resource NNS 10070 281 26 , , , 10070 281 27 we -PRON- PRP 10070 281 28 need need VBP 10070 281 29 to to TO 10070 281 30 consider consider VB 10070 281 31 several several JJ 10070 281 32 factors factor NNS 10070 281 33 , , , 10070 281 34 which which WDT 10070 281 35 contribute contribute VBP 10070 281 36 to to IN 10070 281 37 the the DT 10070 281 38 amount amount NN 10070 281 39 of of IN 10070 281 40 financial financial JJ 10070 281 41 resources resource NNS 10070 281 42 spent spend VBN 10070 281 43 . . . 10070 282 1 For for IN 10070 282 2 the the DT 10070 282 3 sake sake NN 10070 282 4 of of IN 10070 282 5 sim- sim- NNP 10070 282 6 plicity plicity NNP 10070 282 7 , , , 10070 282 8 we -PRON- PRP 10070 282 9 consider consider VBP 10070 282 10 only only RB 10070 282 11 the the DT 10070 282 12 following follow VBG 10070 282 13 factors factor NNS 10070 282 14 : : : 10070 282 15 1 1 LS 10070 282 16 . . . 10070 282 17 the the DT 10070 282 18 cost cost NN 10070 282 19 of of IN 10070 282 20 cataloging catalog VBG 10070 282 21 each each DT 10070 282 22 item item NN 10070 282 23 with with IN 10070 282 24 DLC DLC NNP 10070 282 25 / / SYM 10070 282 26 DLC DLC NNP 10070 282 27 record record NN 10070 282 28 Approval approval NN 10070 282 29 Titles Titles NNPS 10070 282 30 Circulated circulate VBD 10070 282 31 2 2 CD 10070 282 32 . . . 10070 282 33 the the DT 10070 282 34 cost cost NN 10070 282 35 of of IN 10070 282 36 cataloging catalog VBG 10070 282 37 each each DT 10070 282 38 item item NN 10070 282 39 with with IN 10070 282 40 shared share VBN 10070 282 41 record record NN 10070 282 42 3 3 CD 10070 282 43 . . . 10070 282 44 the the DT 10070 282 45 average average JJ 10070 282 46 price price NN 10070 282 47 of of IN 10070 282 48 noncirculated noncirculate VBN 10070 282 49 books book NNS 10070 282 50 4 4 CD 10070 282 51 . . . 10070 282 52 the the DT 10070 282 53 average average JJ 10070 282 54 pages page NNS 10070 282 55 of of IN 10070 282 56 noncirculated noncirculate VBN 10070 282 57 books book NNS 10070 282 58 5 5 CD 10070 282 59 . . . 10070 282 60 the the DT 10070 282 61 value value NN 10070 282 62 of of IN 10070 282 63 shelf shelf NN 10070 282 64 space space NN 10070 282 65 per per IN 10070 282 66 centimeter centimeter NN 10070 282 67 Because because IN 10070 282 68 the the DT 10070 282 69 value value NN 10070 282 70 of of IN 10070 282 71 the the DT 10070 282 72 above above JJ 10070 282 73 factors factor NNS 10070 282 74 differs differ VBZ 10070 282 75 from from IN 10070 282 76 institution institution NN 10070 282 77 to to IN 10070 282 78 institution institution NN 10070 282 79 and and CC 10070 282 80 might may MD 10070 282 81 change change VB 10070 282 82 according accord VBG 10070 282 83 to to IN 10070 282 84 more more RBR 10070 282 85 efficient efficient JJ 10070 282 86 workflow workflow NN 10070 282 87 and and CC 10070 282 88 better well JJR 10070 282 89 equipment equipment NN 10070 282 90 used use VBN 10070 282 91 , , , 10070 282 92 users user NNS 10070 282 93 are be VBP 10070 282 94 required require VBN 10070 282 95 to to TO 10070 282 96 fill fill VB 10070 282 97 in in RP 10070 282 98 the the DT 10070 282 99 value value NN 10070 282 100 for for IN 10070 282 101 factors factor NNS 10070 282 102 1 1 CD 10070 282 103 , , , 10070 282 104 2 2 CD 10070 282 105 , , , 10070 282 106 and and CC 10070 282 107 5 5 CD 10070 282 108 . . . 10070 283 1 LOSS loss NN 10070 283 2 can can MD 10070 283 3 compute compute VB 10070 283 4 factors factor NNS 10070 283 5 3 3 CD 10070 283 6 and and CC 10070 283 7 4 4 CD 10070 283 8 . . . 10070 284 1 The the DT 10070 284 2 financial financial JJ 10070 284 3 report report NN 10070 284 4 , , , 10070 284 5 taking take VBG 10070 284 6 into into IN 10070 284 7 consideration consideration NN 10070 284 8 the the DT 10070 284 9 value value NN 10070 284 10 of of IN 10070 284 11 the the DT 10070 284 12 above above JJ 10070 284 13 factors factor NNS 10070 284 14 , , , 10070 284 15 could could MD 10070 284 16 be be VB 10070 284 17 as as RB 10070 284 18 shown show VBN 10070 284 19 below below RB 10070 284 20 . . . 10070 285 1 Processing processing NN 10070 285 2 cost cost NN 10070 285 3 of of IN 10070 285 4 each each DT 10070 285 5 DLC DLC NNP 10070 285 6 Title Title NNP 10070 285 7 = = SYM 10070 285 8 $ $ $ 10070 285 9 10.00 10.00 CD 10070 285 10 673 673 CD 10070 285 11 X x NN 10070 285 12 $ $ $ 10070 285 13 10.00 10.00 CD 10070 285 14 = = SYM 10070 285 15 $ $ $ 10070 285 16 6,730.00 6,730.00 CD 10070 285 17 Processing processing NN 10070 285 18 cost cost NN 10070 285 19 of of IN 10070 285 20 each each DT 10070 285 21 Shared Shared NNP 10070 285 22 Title Title NNP 10070 285 23 = = SYM 10070 285 24 $ $ $ 10070 285 25 20.00 20.00 CD 10070 285 26 SQL SQL NNP 10070 285 27 query query NN 10070 285 28 t.o t.o NNP 10070 285 29 retrieve retrieve VB 10070 285 30 the the DT 10070 285 31 distinct distinct JJ 10070 285 32 bibliographic bibliographic JJ 10070 285 33 keys key NNS 10070 285 34 of of IN 10070 285 35 all all PDT 10070 285 36 the the DT 10070 285 37 approval approval NN 10070 285 38 titles title NNS 10070 285 39 : : : 10070 285 40 SELECT SELECT NNP 10070 285 41 DISTINCT DISTINCT NNP 10070 285 42 BibScreen BibScreen NNP 10070 285 43 . . . 10070 285 44 Bib_key Bib_key NNP 10070 285 45 FROM from IN 10070 285 46 BibScreen BibScreen NNP 10070 285 47 RIGHT RIGHT NNP 10070 285 48 JOIN JOIN NNP 10070 285 49 pa pa NNP 10070 285 50 yl yl NNP 10070 285 51 ON ON NNP 10070 285 52 BibScreen BibScreen NNP 10070 285 53 . . . 10070 285 54 Bib_key Bib_key NNP 10070 285 55 = = SYM 10070 285 56 pa pa NNP 10070 285 57 y y NNP 10070 285 58 l l NNP 10070 285 59 . . . 10070 285 60 BIB_NUM bib_num ADD 10070 285 61 WHERE where WRB 10070 285 62 ( ( -LRB- 10070 285 63 ( ( -LRB- 10070 285 64 ( ( -LRB- 10070 285 65 payl payl NNP 10070 285 66 . . . 10070 285 67 FUND_KEY FUND_KEY NNP 10070 285 68 ) ) -RRB- 10070 285 69 Like like IN 10070 285 70 " " `` 10070 285 71 * * NFP 10070 285 72 07 07 CD 10070 285 73 * * NFP 10070 285 74 " " '' 10070 285 75 ) ) -RRB- 10070 285 76 ) ) -RRB- 10070 285 77 ; ; : 10070 285 78 SQL SQL NNP 10070 285 79 query query NN 10070 285 80 to to TO 10070 285 81 count count VB 10070 285 82 the the DT 10070 285 83 number number NN 10070 285 84 of of IN 10070 285 85 approval approval NN 10070 285 86 titles title NNS 10070 285 87 that that WDT 10070 285 88 have have VBP 10070 285 89 been be VBN 10070 285 90 circulated circulate VBN 10070 285 91 : : : 10070 285 92 SELECT SELECT NNP 10070 285 93 Count Count NNP 10070 285 94 ( ( -LRB- 10070 285 95 Appr_Title appr_title CD 10070 285 96 . . . 10070 285 97 Bib_key Bib_key NNP 10070 285 98 ) ) -RRB- 10070 285 99 AS as IN 10070 285 100 CountOfBib_key CountOfBib_key NNPS 10070 285 101 FROM from IN 10070 285 102 ( ( -LRB- 10070 285 103 BibScreen BibScreen NNP 10070 285 104 INNER INNER NNP 10070 285 105 JOIN JOIN NNP 10070 285 106 Appr_Title appr_title POS 10070 285 107 ON ON NNP 10070 285 108 BibScreen BibScreen NNP 10070 285 109 . . . 10070 285 110 Bib_key Bib_key NNP 10070 285 111 = = SYM 10070 285 112 Appr Appr NNP 10070 285 113 _ _ NNP 10070 285 114 Title Title NNP 10070 285 115 . . . 10070 285 116 Bib_key Bib_key NNP 10070 285 117 ) ) -RRB- 10070 285 118 INNER INNER NNP 10070 285 119 JOIN JOIN NNP 10070 285 120 ItemScreen ItemScreen NNPS 10070 285 121 ON on IN 10070 285 122 BibScreen BibScreen NNP 10070 285 123 . . . 10070 285 124 Bib_key Bib_key NNP 10070 285 125 = = SYM 10070 285 126 ItemScreen ItemScreen NNP 10070 285 127 .Biblio_key .Biblio_key NFP 10070 285 128 WHERE where WRB 10070 285 129 ( ( -LRB- 10070 285 130 ( ( -LRB- 10070 285 131 ( ( -LRB- 10070 285 132 ItemScreen ItemScreen NNP 10070 285 133 . . . 10070 285 134 CHARGES)>0 charges)>0 NN 10070 285 135 ) ) -RRB- 10070 285 136 ) ) -RRB- 10070 285 137 ORDER order VB 10070 285 138 BY by IN 10070 285 139 Count(Appr Count(Appr NNPS 10070 285 140 _ _ NNP 10070 285 141 Title Title NNP 10070 285 142 . . . 10070 285 143 Bib_key Bib_key NNP 10070 285 144 ) ) -RRB- 10070 285 145 ; ; : 10070 285 146 SQL SQL NNP 10070 285 147 query query NN 10070 285 148 to to TO 10070 285 149 calculate calculate VB 10070 285 150 the the DT 10070 285 151 percentage percentage NN 10070 285 152 : : : 10070 285 153 SELECT select VB 10070 285 154 Cnt_Appr_Ti cnt_appr_ti CD 10070 285 155 tle_Circ tle_circ NN 10070 285 156 . . . 10070 285 157 CountOfBib_ke CountOfBib_ke NNP 10070 285 158 y y NNP 10070 285 159 , , , 10070 285 160 Int(([Cnt_Appr_Titl Int(([Cnt_Appr_Titl NNP 10070 285 161 e_Circ e_circ NN 10070 285 162 ] ] -RRB- 10070 285 163 ! ! . 10070 286 1 [ [ -LRB- 10070 286 2 CountOfBib CountOfBib NNP 10070 286 3 _ _ NNP 10070 286 4 key])*lO0/ key])*lO0/ VBZ 10070 286 5 Count([BibScreen count([bibscreen NN 10070 286 6 ) ) -RRB- 10070 286 7 ! ! . 10070 287 1 [ [ -LRB- 10070 287 2 Bib_key Bib_key NNP 10070 287 3 ] ] -RRB- 10070 287 4 ) ) -RRB- 10070 287 5 ) ) -RRB- 10070 287 6 AS as IN 10070 287 7 Percent_apprcirc percent_apprcirc NN 10070 287 8 FROM from IN 10070 287 9 BibScreen BibScreen NNP 10070 287 10 , , , 10070 287 11 Cnt_Appr_Title Cnt_Appr_Title : 10070 287 12 _ _ NNP 10070 287 13 Circ Circ NNP 10070 287 14 GROUP GROUP NNP 10070 287 15 BY by IN 10070 287 16 Cnt Cnt NNP 10070 287 17 _ _ NNP 10070 287 18 Appr Appr NNPS 10070 287 19 _ _ NNP 10070 287 20 Title_Circ title_circ NN 10070 287 21 . . . 10070 287 22 CountOfBib CountOfBib NNP 10070 287 23 _ _ NNP 10070 287 24 key key NN 10070 287 25 ; ; : 10070 287 26 Approval Approval NNP 10070 287 27 Titles title NNS 10070 287 28 Noncirculated noncirculate VBD 10070 287 29 SQL sql NN 10070 287 30 query query NN 10070 287 31 for for IN 10070 287 32 counting count VBG 10070 287 33 the the DT 10070 287 34 number number NN 10070 287 35 of of IN 10070 287 36 approval approval NN 10070 287 37 titles title NNS 10070 287 38 that that WDT 10070 287 39 have have VBP 10070 287 40 not not RB 10070 287 41 been be VBN 10070 287 42 circulated circulate VBN 10070 287 43 : : : 10070 287 44 SELECT select VB 10070 287 45 DISTINCT distinct JJ 10070 287 46 Count(Appr_Title count(appr_title NN 10070 287 47 . . . 10070 287 48 Bib_key Bib_key NNP 10070 287 49 ) ) -RRB- 10070 287 50 AS as IN 10070 287 51 CountOfBib_ke CountOfBib_ke VBD 10070 287 52 y y NN 10070 287 53 FROM from IN 10070 287 54 ( ( -LRB- 10070 287 55 Appr Appr NNP 10070 287 56 _ _ NNP 10070 287 57 Title Title NNP 10070 287 58 INNER INNER NNP 10070 287 59 JOIN JOIN NNP 10070 287 60 BibScreen bibscreen IN 10070 287 61 ON on IN 10070 287 62 Appr_Title appr_title CD 10070 287 63 . . . 10070 287 64 Bib_key Bib_key NNP 10070 287 65 BibScreen BibScreen NNP 10070 287 66 . . . 10070 287 67 Bib_key Bib_key NNP 10070 287 68 ) ) -RRB- 10070 287 69 INNER INNER NNP 10070 287 70 JOIN JOIN NNP 10070 287 71 ItemScreen ItemScreen NNPS 10070 287 72 ON on IN 10070 287 73 BibScreen BibScreen NNP 10070 287 74 .Bib_key .Bib_key . 10070 287 75 = = NFP 10070 287 76 ItemScreen ItemScreen NNP 10070 287 77 . . . 10070 287 78 Biblio_ke Biblio_ke NNP 10070 287 79 y y FW 10070 287 80 WHERE where WRB 10070 287 81 ( ( -LRB- 10070 287 82 ( ( -LRB- 10070 287 83 ( ( -LRB- 10070 287 84 ItemScreen ItemScreen NNP 10070 287 85 . . . 10070 287 86 CHARGES)=0 charges)=0 JJ 10070 287 87 ) ) -RRB- 10070 287 88 ) ) -RRB- 10070 287 89 ; ; : 10070 287 90 SQL SQL NNP 10070 287 91 query query NN 10070 287 92 to to TO 10070 287 93 calculate calculate VB 10070 287 94 the the DT 10070 287 95 percentage percentage NN 10070 287 96 : : : 10070 287 97 SELECT SELECT NNP 10070 287 98 Cnt_Appr_Title_Noncirc Cnt_Appr_Title_Noncirc NNP 10070 287 99 . . NNP 10070 287 100 CountOfBib_ke CountOfBib_ke NNP 10070 287 101 y y NNP 10070 287 102 , , , 10070 287 103 Int(([Cnt_Appr_Title_Noncirc Int(([Cnt_Appr_Title_Noncirc NNP 10070 287 104 ) ) -RRB- 10070 287 105 ! ! . 10070 288 1 [ [ -LRB- 10070 288 2 CountOfBib_ke countofbib_ke VB 10070 288 3 y])*lO0/ y])*lo0/ NN 10070 288 4 Count([BibScreen count([bibscreen NN 10070 288 5 ] ] -RRB- 10070 288 6 ! ! . 10070 289 1 [ [ -LRB- 10070 289 2 Bib Bib NNP 10070 289 3 _ _ NNP 10070 289 4 key key NN 10070 289 5 ] ] -RRB- 10070 289 6 ) ) -RRB- 10070 289 7 ) ) -RRB- 10070 289 8 ) ) -RRB- 10070 289 9 AS as IN 10070 289 10 Percent_appr Percent_appr NNP 10070 289 11 _ _ NNP 10070 289 12 noncirc noncirc RB 10070 289 13 FROM from IN 10070 289 14 BibScreen BibScreen NNP 10070 289 15 , , , 10070 289 16 Cnt_Appr Cnt_Appr NNS 10070 289 17 _ _ NNP 10070 289 18 Title_Noncirc Title_Noncirc NNP 10070 289 19 GROUP GROUP NNP 10070 289 20 BY by IN 10070 289 21 Cnt_Appr_Title_Noncirc Cnt_Appr_Title_Noncirc NNP 10070 289 22 .CountOfBib_ke .CountOfBib_ke . 10070 289 23 y y NNP 10070 289 24 ; ; : 10070 289 25 Figure figure NN 10070 289 26 4 4 CD 10070 289 27 . . . 10070 290 1 Example example NN 10070 290 2 of of IN 10070 290 3 an an DT 10070 290 4 English english JJ 10070 290 5 Query query NN 10070 290 6 Divided divide VBN 10070 290 7 into into IN 10070 290 8 Two two CD 10070 290 9 Parts part NNS 10070 290 10 24 24 CD 10070 290 11 INFORMATION INFORMATION NNS 10070 290 12 TECHNOLOGY technology NN 10070 290 13 AND and CC 10070 290 14 LIBRARIES library NNS 10070 290 15 I -PRON- PRP 10070 290 16 MARCH march VBP 10070 290 17 2000 2000 CD 10070 290 18 Reproduced reproduce VBN 10070 290 19 with with IN 10070 290 20 permission permission NN 10070 290 21 of of IN 10070 290 22 the the DT 10070 290 23 copyright copyright NN 10070 290 24 owner owner NN 10070 290 25 . . . 10070 291 1 Further further JJ 10070 291 2 reproduction reproduction NN 10070 291 3 prohibited prohibit VBD 10070 291 4 without without IN 10070 291 5 permission permission NN 10070 291 6 . . . 10070 292 1 49 49 CD 10070 292 2 X x NN 10070 292 3 $ $ $ 10070 292 4 20.00 20.00 CD 10070 292 5 = = SYM 10070 292 6 $ $ $ 10070 292 7 980.00 980.00 CD 10070 292 8 Average average JJ 10070 292 9 price price NN 10070 292 10 paid pay VBN 10070 292 11 per per IN 10070 292 12 noncirculated noncirculate VBN 10070 292 13 item item NN 10070 292 14 = = : 10070 292 15 $ $ $ 10070 292 16 48.00 48.00 CD 10070 292 17 722 722 CD 10070 292 18 X x NN 10070 292 19 $ $ $ 10070 292 20 48.00 48.00 CD 10070 292 21 = = SYM 10070 292 22 $ $ $ 10070 292 23 34,656.00 34,656.00 CD 10070 292 24 Average average JJ 10070 292 25 size size NN 10070 292 26 of of IN 10070 292 27 book book NN 10070 292 28 = = SYM 10070 292 29 288 288 CD 10070 292 30 pages page NNS 10070 292 31 = = SYM 10070 292 32 3 3 CD 10070 292 33 cm cm NN 10070 292 34 Average average JJ 10070 292 35 cost cost NN 10070 292 36 of of IN 10070 292 37 1 1 CD 10070 292 38 cm cm NNS 10070 292 39 of of IN 10070 292 40 shelf shelf NN 10070 292 41 space= space= VBG 10070 292 42 $ $ $ 10070 292 43 0.10 0.10 CD 10070 292 44 722 722 CD 10070 292 45 X x NN 10070 292 46 $ $ $ 10070 292 47 0.30 0.30 CD 10070 292 48 = = SYM 10070 292 49 $ $ $ 10070 292 50 216.60 216.60 CD 10070 292 51 Grand Grand NNP 10070 292 52 Total Total NNP 10070 292 53 = = SYM 10070 292 54 $ $ $ 10070 292 55 42,582.60 42,582.60 CD 10070 292 56 Again again RB 10070 292 57 it -PRON- PRP 10070 292 58 is be VBZ 10070 292 59 important important JJ 10070 292 60 to to TO 10070 292 61 point point VB 10070 292 62 out out RP 10070 292 63 that that IN 10070 292 64 several several JJ 10070 292 65 snap- snap- NN 10070 292 66 shots shot NNS 10070 292 67 of of IN 10070 292 68 the the DT 10070 292 69 circulation circulation NN 10070 292 70 data datum NNS 10070 292 71 have have VBP 10070 292 72 to to TO 10070 292 73 be be VB 10070 292 74 taken take VBN 10070 292 75 to to TO 10070 292 76 track track VB 10070 292 77 and and CC 10070 292 78 compare compare VB 10070 292 79 the the DT 10070 292 80 different different JJ 10070 292 81 analyses analysis NNS 10070 292 82 before before IN 10070 292 83 deriving derive VBG 10070 292 84 the the DT 10070 292 85 reli- reli- NN 10070 292 86 able able JJ 10070 292 87 information information NN 10070 292 88 . . . 10070 293 1 Ad ad NN 10070 293 2 Hoc Hoc NNP 10070 293 3 Queries Queries NNPS 10070 293 4 Alternately alternately RB 10070 293 5 , , , 10070 293 6 if if IN 10070 293 7 the the DT 10070 293 8 user user NN 10070 293 9 wishes wish VBZ 10070 293 10 to to TO 10070 293 11 issue issue VB 10070 293 12 a a DT 10070 293 13 query query NN 10070 293 14 that that WDT 10070 293 15 has have VBZ 10070 293 16 not not RB 10070 293 17 been be VBN 10070 293 18 predefined predefine VBN 10070 293 19 , , , 10070 293 20 the the DT 10070 293 21 Ad Ad NNP 10070 293 22 Hoc Hoc NNP 10070 293 23 Query Query NNP 10070 293 24 Wizard Wizard NNP 10070 293 25 can can MD 10070 293 26 be be VB 10070 293 27 used use VBN 10070 293 28 . . . 10070 294 1 The the DT 10070 294 2 following follow VBG 10070 294 3 example example NN 10070 294 4 illustrates illustrate VBZ 10070 294 5 the the DT 10070 294 6 use use NN 10070 294 7 of of IN 10070 294 8 the the DT 10070 294 9 Ad Ad NNP 10070 294 10 Hoc Hoc NNP 10070 294 11 Query Query NNP 10070 294 12 Wizard Wizard NNP 10070 294 13 . . . 10070 295 1 Assume assume VB 10070 295 2 the the DT 10070 295 3 sample sample NN 10070 295 4 query query NN 10070 295 5 is be VBZ 10070 295 6 : : : 10070 295 7 How how WRB 10070 295 8 many many JJ 10070 295 9 circulated circulate VBD 10070 295 10 titles title NNS 10070 295 11 in in IN 10070 295 12 the the DT 10070 295 13 English english JJ 10070 295 14 subject subject JJ 10070 295 15 area area NN 10070 295 16 cost cost VBD 10070 295 17 more more JJR 10070 295 18 than than IN 10070 295 19 $ $ $ 10070 295 20 35 35 CD 10070 295 21 ? ? . 10070 296 1 We -PRON- PRP 10070 296 2 now now RB 10070 296 3 take take VBP 10070 296 4 you -PRON- PRP 10070 296 5 on on IN 10070 296 6 a a DT 10070 296 7 walk walk NN 10070 296 8 - - HYPH 10070 296 9 through through NN 10070 296 10 of of IN 10070 296 11 the the DT 10070 296 12 AdHoc AdHoc NNP 10070 296 13 Query Query NNP 10070 296 14 Wizard Wizard NNP 10070 296 15 starting start VBG 10070 296 16 from from IN 10070 296 17 the the DT 10070 296 18 first first JJ 10070 296 19 step step NN 10070 296 20 till till IN 10070 296 21 the the DT 10070 296 22 output output NN 10070 296 23 is be VBZ 10070 296 24 obtained obtain VBN 10070 296 25 . . . 10070 297 1 Figure figure NN 10070 297 2 4 4 CD 10070 297 3 depicts depict VBZ 10070 297 4 Step step NN 10070 297 5 1 1 CD 10070 297 6 of of IN 10070 297 7 the the DT 10070 297 8 Ad Ad NNP 10070 297 9 Hoc Hoc NNP 10070 297 10 Query Query NNP 10070 297 11 Wizard Wizard NNP 10070 297 12 . . . 10070 298 1 The the DT 10070 298 2 sample sample NN 10070 298 3 query query NN 10070 298 4 mentioned mention VBN 10070 298 5 above above RB 10070 298 6 requires require VBZ 10070 298 7 the the DT 10070 298 8 follow- follow- JJ 10070 298 9 ing ing NN 10070 298 10 fields field NNS 10070 298 11 : : : 10070 298 12 • • NN 10070 298 13 Biblio_key Biblio_key VBD 10070 298 14 for for IN 10070 298 15 a a DT 10070 298 16 count count NN 10070 298 17 of of IN 10070 298 18 all all PDT 10070 298 19 the the DT 10070 298 20 titles title NNS 10070 298 21 which which WDT 10070 298 22 satisfy satisfy VBP 10070 298 23 the the DT 10070 298 24 given give VBN 10070 298 25 condition condition NN 10070 298 26 . . . 10070 299 1 • • NN 10070 299 2 Charges charge NNS 10070 299 3 to to TO 10070 299 4 specify specify VB 10070 299 5 the the DT 10070 299 6 criteria criterion NNS 10070 299 7 of of IN 10070 299 8 " " `` 10070 299 9 circulated circulate VBN 10070 299 10 title title NN 10070 299 11 " " '' 10070 299 12 . . . 10070 300 1 • • VB 10070 300 2 Fund_Key fund_key JJ 10070 300 3 to to TO 10070 300 4 specify specify VB 10070 300 5 all all DT 10070 300 6 titles title NNS 10070 300 7 under under IN 10070 300 8 the the DT 10070 300 9 " " `` 10070 300 10 English English NNP 10070 300 11 " " '' 10070 300 12 subject subject JJ 10070 300 13 area area NN 10070 300 14 . . . 10070 301 1 • • VBP 10070 301 2 Paid_Amt Paid_Amt NNP 10070 301 3 to to TO 10070 301 4 specify specify VB 10070 301 5 all all DT 10070 301 6 titles title NNS 10070 301 7 which which WDT 10070 301 8 cost cost VBP 10070 301 9 more more JJR 10070 301 10 than than IN 10070 301 11 $ $ $ 10070 301 12 35 35 CD 10070 301 13 . . . 10070 302 1 Step step NN 10070 302 2 2 2 CD 10070 302 3 of of IN 10070 302 4 the the DT 10070 302 5 Ad Ad NNP 10070 302 6 Hoc Hoc NNP 10070 302 7 Query Query NNP 10070 302 8 Wizard Wizard NNP 10070 302 9 ( ( -LRB- 10070 302 10 figure figure NN 10070 302 11 5 5 CD 10070 302 12 ) ) -RRB- 10070 302 13 allows allow VBZ 10070 302 14 the the DT 10070 302 15 user user NN 10070 302 16 to to TO 10070 302 17 specify specify VB 10070 302 18 criteria criterion NNS 10070 302 19 and and CC 10070 302 20 thereby thereby RB 10070 302 21 narrow narrow JJ 10070 302 22 the the DT 10070 302 23 search search NN 10070 302 24 domain domain NN 10070 302 25 . . . 10070 303 1 Step step NN 10070 303 2 3 3 CD 10070 303 3 ( ( -LRB- 10070 303 4 figure figure NN 10070 303 5 6 6 CD 10070 303 6 ) ) -RRB- 10070 303 7 allows allow VBZ 10070 303 8 the the DT 10070 303 9 user user NN 10070 303 10 to to TO 10070 303 11 specify specify VB 10070 303 12 any any DT 10070 303 13 mathematical mathematical JJ 10070 303 14 operations operation NNS 10070 303 15 or or CC 10070 303 16 aggregation aggregation NN 10070 303 17 functions function NNS 10070 303 18 to to TO 10070 303 19 be be VB 10070 303 20 performed perform VBN 10070 303 21 . . . 10070 304 1 Step step NN 10070 304 2 4 4 CD 10070 304 3 ( ( -LRB- 10070 304 4 figure figure NN 10070 304 5 7 7 CD 10070 304 6 ) ) -RRB- 10070 304 7 displays display VBZ 10070 304 8 the the DT 10070 304 9 user user NN 10070 304 10 - - HYPH 10070 304 11 defined define VBN 10070 304 12 query query NN 10070 304 13 in in IN 10070 304 14 SQL SQL NNP 10070 304 15 form form NN 10070 304 16 and and CC 10070 304 17 allows allow VBZ 10070 304 18 the the DT 10070 304 19 user user NN 10070 304 20 to to TO 10070 304 21 save save VB 10070 304 22 the the DT 10070 304 23 query query NN 10070 304 24 for for IN 10070 304 25 future future JJ 10070 304 26 reuse reuse NN 10070 304 27 . . . 10070 305 1 The the DT 10070 305 2 output output NN 10070 305 3 of of IN 10070 305 4 the the DT 10070 305 5 query query NN 10070 305 6 is be VBZ 10070 305 7 shown show VBN 10070 305 8 below below IN 10070 305 9 in in IN 10070 305 10 figure figure NN 10070 305 11 8 8 CD 10070 305 12 . . . 10070 306 1 The the DT 10070 306 2 figure figure NN 10070 306 3 shows show VBZ 10070 306 4 the the DT 10070 306 5 number number NN 10070 306 6 of of IN 10070 306 7 circulated circulate VBN 10070 306 8 titles title NNS 10070 306 9 in in IN 10070 306 10 the the DT 10070 306 11 English english JJ 10070 306 12 subject subject JJ 10070 306 13 area area NN 10070 306 14 that that WDT 10070 306 15 cost cost VBP 10070 306 16 more more JJR 10070 306 17 than than IN 10070 306 18 $ $ $ 10070 306 19 35 35 CD 10070 306 20 . . . 10070 307 1 Alternatively alternatively RB 10070 307 2 , , , 10070 307 3 the the DT 10070 307 4 user user NN 10070 307 5 might may MD 10070 307 6 wish wish VB 10070 307 7 to to TO 10070 307 8 obtain obtain VB 10070 307 9 a a DT 10070 307 10 listing listing NN 10070 307 11 of of IN 10070 307 12 these these DT 10070 307 13 33 33 CD 10070 307 14 titles title NNS 10070 307 15 . . . 10070 308 1 Figure figure NN 10070 308 2 9 9 CD 10070 308 3 shows show VBZ 10070 308 4 the the DT 10070 308 5 listing listing NN 10070 308 6 . . . 10070 309 1 I -PRON- PRP 10070 309 2 Conclusion conclusion NN 10070 309 3 In in IN 10070 309 4 this this DT 10070 309 5 article article NN 10070 309 6 , , , 10070 309 7 we -PRON- PRP 10070 309 8 presented present VBD 10070 309 9 the the DT 10070 309 10 design design NN 10070 309 11 and and CC 10070 309 12 development development NN 10070 309 13 of of IN 10070 309 14 a a DT 10070 309 15 library library NN 10070 309 16 decision decision NN 10070 309 17 support support NN 10070 309 18 system system NN 10070 309 19 based base VBN 10070 309 20 on on IN 10070 309 21 data datum NNS 10070 309 22 ware- ware- NN 10070 309 23 housing housing NN 10070 309 24 and and CC 10070 309 25 data datum NNS 10070 309 26 mining mining NN 10070 309 27 concepts concept NNS 10070 309 28 and and CC 10070 309 29 techniques technique NNS 10070 309 30 . . . 10070 310 1 We -PRON- PRP 10070 310 2 described describe VBD 10070 310 3 the the DT 10070 310 4 functions function NNS 10070 310 5 of of IN 10070 310 6 the the DT 10070 310 7 components component NNS 10070 310 8 of of IN 10070 310 9 LOSS LOSS NNP 10070 310 10 . . . 10070 311 1 The the DT 10070 311 2 screen screen NN 10070 311 3 scraping scraping NN 10070 311 4 and and CC 10070 311 5 data datum NNS 10070 311 6 cleansing cleansing NN 10070 311 7 and and CC 10070 311 8 extraction extraction NN 10070 311 9 Figure figure NN 10070 311 10 4 4 CD 10070 311 11 . . . 10070 312 1 Step step NN 10070 312 2 1 1 CD 10070 312 3 : : : 10070 312 4 Ad ad NN 10070 312 5 Hoc hoc NN 10070 312 6 Query query NN 10070 312 7 Wizard wizard NN 10070 312 8 ~ ~ NFP 10070 312 9 E.9,~Lang__;c~,tfe e.9,~lang__;c~,tfe UH 10070 312 10 ... ... NFP 10070 312 11 1 1 CD 10070 312 12 Lik~ Lik~ NNP 10070 312 13 " " '' 10070 312 14 ' ' `` 10070 312 15 ft ft NNP 10070 312 16 , , , 10070 312 17 f f NNP 10070 312 18 " " '' 10070 312 19 J.esi j.esi JJ 10070 312 20 : : : 10070 312 21 ! ! . 10070 312 22 han han NNP 10070 312 23 Eg Eg NNP 10070 312 24 , , , 10070 312 25 . . . 10070 313 1 Crfi;irget Crfi;irget NNP 10070 313 2 t t NNP 10070 313 3 4 4 CD 10070 313 4 Gr Gr NNP 10070 313 5 ~ ~ NFP 10070 313 6 er er UH 10070 313 7 th'Jn·Eii th'jn·eii UH 10070 313 8 , , , 10070 313 9 Q:,arges Q:,arges NNP 10070 313 10 , , , 10070 313 11 > > XX 10070 313 12 0 0 NFP 10070 313 13 Equal equal JJ 10070 313 14 tci'E_g_- tci'E_g_- NNS 10070 313 15 Cfiarge~= cfiarge~= NN 10070 313 16 ! ! . 10070 313 17 1 1 CD 10070 313 18 Not not RB 10070 313 19 . . . 10070 314 1 . . . 10070 315 1 Figure figure NN 10070 315 2 5 5 CD 10070 315 3 . . . 10070 316 1 Step step NN 10070 316 2 2 2 CD 10070 316 3 : : : 10070 316 4 Ad ad NN 10070 316 5 Hoc Hoc NNP 10070 316 6 Query Query NNP 10070 316 7 Wizard Wizard NNP 10070 316 8 HARVESTING HARVESTING NNP 10070 316 9 INFORMATION INFORMATION VBD 10070 316 10 FROM from IN 10070 316 11 A a DT 10070 316 12 LIBRARY LIBRARY NNP 10070 316 13 DATA datum NNS 10070 316 14 WAREHOUSE warehouse WP 10070 316 15 I -PRON- PRP 10070 316 16 SU su VBP 10070 316 17 AND and CC 10070 316 18 NEEDAMANGALA NEEDAMANGALA NNP 10070 316 19 25 25 CD 10070 316 20 Reproduced reproduce VBN 10070 316 21 with with IN 10070 316 22 permission permission NN 10070 316 23 of of IN 10070 316 24 the the DT 10070 316 25 copyright copyright NN 10070 316 26 owner owner NN 10070 316 27 . . . 10070 317 1 Further further JJ 10070 317 2 reproduction reproduction NN 10070 317 3 prohibited prohibit VBD 10070 317 4 without without IN 10070 317 5 permission permission NN 10070 317 6 . . . 10070 318 1 Figure figure NN 10070 318 2 6 6 CD 10070 318 3 . . . 10070 319 1 Step step NN 10070 319 2 Three three CD 10070 319 3 : : : 10070 319 4 Ad ad NN 10070 319 5 Hoc Hoc NNP 10070 319 6 Query Query NNP 10070 319 7 Wizard Wizard NNP 10070 319 8 Figure Figure NNP 10070 319 9 7 7 CD 10070 319 10 . . . 10070 320 1 Step step VB 10070 320 2 Four four CD 10070 320 3 : : : 10070 320 4 Ad ad NN 10070 320 5 Hoc Hoc NNP 10070 320 6 Query Query NNP 10070 320 7 Wizard Wizard NNP 10070 320 8 Figure Figure NNP 10070 320 9 8 8 CD 10070 320 10 . . . 10070 321 1 Query Query NNP 10070 321 2 Output Output NNP 10070 321 3 Figure Figure NNP 10070 321 4 9 9 CD 10070 321 5 . . . 10070 322 1 Listing list VBG 10070 322 2 of of IN 10070 322 3 Query Query NNP 10070 322 4 Output Output NNP 10070 322 5 26 26 CD 10070 322 6 INFORMATION information NN 10070 322 7 TECHNOLOGY technology NN 10070 322 8 AND and CC 10070 322 9 LIBRARIES library NNS 10070 322 10 i i PRP 10070 322 11 MARCH MARCH VBZ 10070 322 12 2000 2000 CD 10070 322 13 Reproduced reproduce VBN 10070 322 14 with with IN 10070 322 15 permission permission NN 10070 322 16 of of IN 10070 322 17 the the DT 10070 322 18 copyright copyright NN 10070 322 19 owner owner NN 10070 322 20 . . . 10070 323 1 Further further JJ 10070 323 2 reproduction reproduction NN 10070 323 3 prohibited prohibit VBD 10070 323 4 without without IN 10070 323 5 permission permission NN 10070 323 6 . . . 10070 324 1 processes process NNS 10070 324 2 were be VBD 10070 324 3 described describe VBN 10070 324 4 in in IN 10070 324 5 detail detail NN 10070 324 6 . . . 10070 325 1 The the DT 10070 325 2 process process NN 10070 325 3 of of IN 10070 325 4 import- import- NNP 10070 325 5 ing ing NNP 10070 325 6 data datum NNS 10070 325 7 stored store VBN 10070 325 8 in in IN 10070 325 9 LUIS LUIS NNP 10070 325 10 as as IN 10070 325 11 separate separate JJ 10070 325 12 data data NN 10070 325 13 files file NNS 10070 325 14 into into IN 10070 325 15 the the DT 10070 325 16 library library NN 10070 325 17 data data NN 10070 325 18 warehouse warehouse NN 10070 325 19 was be VBD 10070 325 20 also also RB 10070 325 21 described describe VBN 10070 325 22 . . . 10070 326 1 The the DT 10070 326 2 data datum NNS 10070 326 3 con- con- NN 10070 326 4 tents tent NNS 10070 326 5 of of IN 10070 326 6 the the DT 10070 326 7 warehouse warehouse NN 10070 326 8 can can MD 10070 326 9 provide provide VB 10070 326 10 a a DT 10070 326 11 very very RB 10070 326 12 rich rich JJ 10070 326 13 informa- informa- JJ 10070 326 14 tion tion NN 10070 326 15 source source NN 10070 326 16 to to TO 10070 326 17 aid aid VB 10070 326 18 the the DT 10070 326 19 library library NN 10070 326 20 management management NN 10070 326 21 in in IN 10070 326 22 decision decision NN 10070 326 23 making making NN 10070 326 24 . . . 10070 327 1 Using use VBG 10070 327 2 the the DT 10070 327 3 implemented implement VBN 10070 327 4 system system NN 10070 327 5 , , , 10070 327 6 a a DT 10070 327 7 decision decision NN 10070 327 8 maker maker NN 10070 327 9 can can MD 10070 327 10 use use VB 10070 327 11 the the DT 10070 327 12 GUI GUI NNP 10070 327 13 to to TO 10070 327 14 establish establish VB 10070 327 15 the the DT 10070 327 16 warehouse warehouse NN 10070 327 17 , , , 10070 327 18 and and CC 10070 327 19 to to TO 10070 327 20 activate activate VB 10070 327 21 the the DT 10070 327 22 querying querying NN 10070 327 23 facility facility NN 10070 327 24 provided provide VBN 10070 327 25 by by IN 10070 327 26 Microsoft Microsoft NNP 10070 327 27 Access Access NNP 10070 327 28 to to TO 10070 327 29 explore explore VB 10070 327 30 the the DT 10070 327 31 warehouse warehouse NN 10070 327 32 contents content NNS 10070 327 33 . . . 10070 328 1 Many many JJ 10070 328 2 types type NNS 10070 328 3 of of IN 10070 328 4 queries query NNS 10070 328 5 can can MD 10070 328 6 be be VB 10070 328 7 formulated formulate VBN 10070 328 8 and and CC 10070 328 9 issued issue VBN 10070 328 10 against against IN 10070 328 11 the the DT 10070 328 12 data- data- JJ 10070 328 13 base base NN 10070 328 14 . . . 10070 329 1 Experimental experimental JJ 10070 329 2 results result NNS 10070 329 3 indicate indicate VBP 10070 329 4 that that IN 10070 329 5 the the DT 10070 329 6 system system NN 10070 329 7 is be VBZ 10070 329 8 effective effective JJ 10070 329 9 and and CC 10070 329 10 can can MD 10070 329 11 provide provide VB 10070 329 12 pertinent pertinent JJ 10070 329 13 information information NN 10070 329 14 for for IN 10070 329 15 aid- aid- RB 10070 329 16 ing e VBG 10070 329 17 the the DT 10070 329 18 library library NN 10070 329 19 management management NN 10070 329 20 in in IN 10070 329 21 making make VBG 10070 329 22 decisions decision NNS 10070 329 23 . . . 10070 330 1 We -PRON- PRP 10070 330 2 have have VBP 10070 330 3 fully fully RB 10070 330 4 tested test VBN 10070 330 5 the the DT 10070 330 6 implemented implemented JJ 10070 330 7 system system NN 10070 330 8 using use VBG 10070 330 9 a a DT 10070 330 10 small small JJ 10070 330 11 sample sample NN 10070 330 12 database database NN 10070 330 13 . . . 10070 331 1 Our -PRON- PRP$ 10070 331 2 on on IN 10070 331 3 going go VBG 10070 331 4 work work NN 10070 331 5 includes include VBZ 10070 331 6 the the DT 10070 331 7 expan- expan- JJ 10070 331 8 sion sion NN 10070 331 9 of of IN 10070 331 10 the the DT 10070 331 11 database database NN 10070 331 12 size size NN 10070 331 13 and and CC 10070 331 14 the the DT 10070 331 15 inclusion inclusion NN 10070 331 16 of of IN 10070 331 17 a a DT 10070 331 18 data datum NNS 10070 331 19 min- min- NN 10070 331 20 ing ing JJ 10070 331 21 component component NN 10070 331 22 for for IN 10070 331 23 association association NNP 10070 331 24 rule rule NN 10070 331 25 discovery discovery NNP 10070 331 26 . . . 10070 332 1 Extensions extension NNS 10070 332 2 of of IN 10070 332 3 the the DT 10070 332 4 existing exist VBG 10070 332 5 GUI GUI NNP 10070 332 6 and and CC 10070 332 7 report report VB 10070 332 8 generation generation NN 10070 332 9 facilities facility NNS 10070 332 10 to to TO 10070 332 11 accommodate accommodate VB 10070 332 12 data datum NNS 10070 332 13 mining mining NN 10070 332 14 needs need NNS 10070 332 15 are be VBP 10070 332 16 expected expect VBN 10070 332 17 . . . 10070 333 1 I -PRON- PRP 10070 333 2 Acknowledgments acknowledgment VBZ 10070 333 3 We -PRON- PRP 10070 333 4 would would MD 10070 333 5 like like VB 10070 333 6 to to TO 10070 333 7 thank thank VB 10070 333 8 Professor Professor NNP 10070 333 9 Stanley Stanley NNP 10070 333 10 Su Su NNP 10070 333 11 for for IN 10070 333 12 his -PRON- PRP$ 10070 333 13 sup- sup- JJ 10070 333 14 port port NN 10070 333 15 and and CC 10070 333 16 advice advice NN 10070 333 17 on on IN 10070 333 18 the the DT 10070 333 19 technical technical JJ 10070 333 20 aspect aspect NN 10070 333 21 of of IN 10070 333 22 this this DT 10070 333 23 project project NN 10070 333 24 . . . 10070 334 1 We -PRON- PRP 10070 334 2 would would MD 10070 334 3 also also RB 10070 334 4 like like VB 10070 334 5 to to TO 10070 334 6 thank thank VB 10070 334 7 Donna Donna NNP 10070 334 8 Alsbury Alsbury NNP 10070 334 9 for for IN 10070 334 10 providing provide VBG 10070 334 11 us -PRON- PRP 10070 334 12 with with IN 10070 334 13 the the DT 10070 334 14 0B2 0B2 NNP 10070 334 15 data datum NNS 10070 334 16 , , , 10070 334 17 Daniel Daniel NNP 10070 334 18 Cromwell Cromwell NNP 10070 334 19 for for IN 10070 334 20 loading load VBG 10070 334 21 the the DT 10070 334 22 0B2 0B2 NNP 10070 334 23 files file NNS 10070 334 24 and and CC 10070 334 25 along along RB 10070 334 26 with with IN 10070 334 27 Nancy Nancy NNP 10070 334 28 Williams Williams NNP 10070 334 29 and and CC 10070 334 30 Tim Tim NNP 10070 334 31 Hartigan Hartigan NNP 10070 334 32 for for IN 10070 334 33 their -PRON- PRP$ 10070 334 34 helpful helpful JJ 10070 334 35 comments comment NNS 10070 334 36 and and CC 10070 334 37 valuable valuable JJ 10070 334 38 discussions discussion NNS 10070 334 39 on on IN 10070 334 40 this this DT 10070 334 41 project project NN 10070 334 42 . . . 10070 335 1 References reference NNS 10070 335 2 and and CC 10070 335 3 Notes Notes NNPS 10070 335 4 1 1 CD 10070 335 5 . . . 10070 336 1 John John NNP 10070 336 2 Ladley Ladley NNP 10070 336 3 , , , 10070 336 4 " " `` 10070 336 5 Operational Operational NNP 10070 336 6 Data Data NNP 10070 336 7 Stores Stores NNPS 10070 336 8 : : : 10070 336 9 Building build VBG 10070 336 10 an an DT 10070 336 11 Effective effective JJ 10070 336 12 Strategy Strategy NNP 10070 336 13 , , , 10070 336 14 " " `` 10070 336 15 Data datum NNS 10070 336 16 Warehouse warehouse NN 10070 336 17 : : : 10070 336 18 Practical practical JJ 10070 336 19 Advice advice NN 10070 336 20 from from IN 10070 336 21 the the DT 10070 336 22 Experts expert NNS 10070 336 23 ( ( -LRB- 10070 336 24 Englewood Englewood NNP 10070 336 25 Cliffs Cliffs NNPS 10070 336 26 , , , 10070 336 27 N.J. New Jersey NNP 10070 336 28 : : : 10070 336 29 Prentice Prentice NNP 10070 336 30 Hall Hall NNP 10070 336 31 , , , 10070 336 32 1997 1997 CD 10070 336 33 ) ) -RRB- 10070 336 34 . . . 10070 337 1 2 2 LS 10070 337 2 . . . 10070 338 1 Information information NN 10070 338 2 on on IN 10070 338 3 Har Har NNP 10070 338 4 vard vard NN 10070 338 5 University University NNP 10070 338 6 's 's POS 10070 338 7 ADAPT ADAPT NNP 10070 338 8 proj proj NN 10070 338 9 ect ect NN 10070 338 10 . . . 10070 339 1 Accessed Accessed NNP 10070 339 2 March March NNP 10070 339 3 8 8 CD 10070 339 4 , , , 10070 339 5 2000 2000 CD 10070 339 6 , , , 10070 339 7 www.adapt.harvard www.adapt.harvard NNP 10070 339 8 .edu/ .edu/ . 10070 339 9 ; ; : 10070 339 10 Information information NN 10070 339 11 on on IN 10070 339 12 the the DT 10070 339 13 Arizona Arizona NNP 10070 339 14 State State NNP 10070 339 15 University University NNP 10070 339 16 Data Data NNPS 10070 339 17 Administration Administration NNP 10070 339 18 and and CC 10070 339 19 Institutional Institutional NNP 10070 339 20 Analysis Analysis NNP 10070 339 21 warehou warehou NNP 10070 339 22 se se NNP 10070 339 23 . . . 10070 340 1 Accessed Accessed NNP 10070 340 2 March March NNP 10070 340 3 8 8 CD 10070 340 4 , , , 10070 340 5 2000 2000 CD 10070 340 6 , , , 10070 340 7 www www NNP 10070 340 8 .asu .asu CD 10070 340 9 .edu .edu . 10070 340 10 / / SYM 10070 340 11 Data_Admin Data_Admin NNP 10070 340 12 / / SYM 10070 340 13 WH-1.html WH-1.html NNP 10070 340 14 ; ; : 10070 340 15 Information information NN 10070 340 16 on on IN 10070 340 17 the the DT 10070 340 18 University University NNP 10070 340 19 of of IN 10070 340 20 Minnesota Minnesota NNP 10070 340 21 CLARITY CLARITY NNP 10070 340 22 project project NN 10070 340 23 . . . 10070 341 1 Accessed Accessed NNP 10070 341 2 March March NNP 10070 341 3 8 8 CD 10070 341 4 , , , 10070 341 5 2000,www.clarity.umn 2000,www.clarity.umn CD 10070 341 6 .edu/ .edu/ NN 10070 341 7 ; ; : 10070 341 8 Information information NN 10070 341 9 on on IN 10070 341 10 the the DT 10070 341 11 UC UC NNP 10070 341 12 San San NNP 10070 341 13 Diego Diego NNP 10070 341 14 DARWIN DARWIN NNP 10070 341 15 project project NN 10070 341 16 . . . 10070 342 1 Accessed Accessed NNP 10070 342 2 March March NNP 10070 342 3 8 8 CD 10070 342 4 , , , 10070 342 5 2000 2000 CD 10070 342 6 , , , 10070 342 7 www.act www.act CD 10070 342 8 .ucsd .ucsd FW 10070 342 9 .edu/ .edu/ . 10070 342 10 dw dw UH 10070 342 11 I -PRON- PRP 10070 342 12 darwin.html darwin.html NNS 10070 342 13 ; ; : 10070 342 14 Information information NN 10070 342 15 on on IN 10070 342 16 University University NNP 10070 342 17 of of IN 10070 342 18 Wisconsin- Wisconsin- NNP 10070 342 19 Madison Madison NNP 10070 342 20 InfoAccess InfoAccess NNP 10070 342 21 . . . 10070 343 1 Accessed Accessed NNP 10070 343 2 March March NNP 10070 343 3 8 8 CD 10070 343 4 , , , 10070 343 5 2000 2000 CD 10070 343 6 , , , 10070 343 7 http http VBZ 10070 343 8 :/ :/ : 10070 343 9 / / SYM 10070 343 10 wiscinfo wiscinfo NNP 10070 343 11 . . . 10070 344 1 doit.wisc doit.wisc NNP 10070 344 2 .edu .edu . 10070 344 3 / / , 10070 344 4 infoac infoac NNP 10070 344 5 cess cess NNP 10070 344 6 / / SYM 10070 344 7 ; ; : 10070 344 8 Information information NN 10070 344 9 on on IN 10070 344 10 the the DT 10070 344 11 Univer Univer NNP 10070 344 12 sity sity NN 10070 344 13 of of IN 10070 344 14 Nebraska Nebraska NNP 10070 344 15 Data Data NNP 10070 344 16 Warehouse Warehouse NNP 10070 344 17 - - HYPH 10070 344 18 nulook nulook NNP 10070 344 19 . . . 10070 345 1 Accessed Accessed NNP 10070 345 2 March March NNP 10070 345 3 8 8 CD 10070 345 4 , , , 10070 345 5 2000 2000 CD 10070 345 6 , , , 10070 345 7 www www NNP 10070 345 8 .nulook.uneb.edu .nulook.uneb.edu NN 10070 345 9 /. /. . 10070 346 1 3 3 LS 10070 346 2 . . . 10070 347 1 Ramon Ramon NNP 10070 347 2 Barquin Barquin NNP 10070 347 3 and and CC 10070 347 4 Herbert Herbert NNP 10070 347 5 Edelstein Edelstein NNP 10070 347 6 , , , 10070 347 7 eds eds NNP 10070 347 8 . . NNP 10070 347 9 , , , 10070 347 10 Building Building NNP 10070 347 11 , , , 10070 347 12 Using use VBG 10070 347 13 , , , 10070 347 14 and and CC 10070 347 15 Managing manage VBG 10070 347 16 the the DT 10070 347 17 Data Data NNP 10070 347 18 Warehouse warehouse NN 10070 347 19 ( ( -LRB- 10070 347 20 Englewood Englewood NNP 10070 347 21 Cliffs Cliffs NNPS 10070 347 22 , , , 10070 347 23 N n CD 10070 347 24 .J. .J. . 10070 348 1 : : : 10070 348 2 Prentice Prentice NNP 10070 348 3 Hall Hall NNP 10070 348 4 , , , 10070 348 5 1997 1997 CD 10070 348 6 ) ) -RRB- 10070 348 7 ; ; : 10070 348 8 Ramon Ramon NNP 10070 348 9 Barquin Barquin NNP 10070 348 10 and and CC 10070 348 11 Herbert Herbert NNP 10070 348 12 Edelstein Edelstein NNP 10070 348 13 , , , 10070 348 14 eds eds NNP 10070 348 15 . . NNP 10070 348 16 , , , 10070 348 17 Planning Planning NNP 10070 348 18 and and CC 10070 348 19 Designing design VBG 10070 348 20 the the DT 10070 348 21 Data Data NNP 10070 348 22 Warehouse Warehouse NNP 10070 348 23 ( ( -LRB- 10070 348 24 Upper Upper NNP 10070 348 25 Saddle Saddle NNP 10070 348 26 River River NNP 10070 348 27 , , , 10070 348 28 N.J N.J NNP 10070 348 29 . . . 10070 349 1 : : : 10070 349 2 Prentice Prentice NNP 10070 349 3 Hall Hall NNP 10070 349 4 , , , 10070 349 5 1996 1996 CD 10070 349 6 ) ) -RRB- 10070 349 7 ; ; : 10070 349 8 Joyce Joyce NNP 10070 349 9 Bischoff Bischoff NNP 10070 349 10 and and CC 10070 349 11 Ted Ted NNP 10070 349 12 Alexander Alexander NNP 10070 349 13 , , , 10070 349 14 Data Data NNP 10070 349 15 Warehouse Warehouse NNP 10070 349 16 : : : 10070 349 17 Practical practical JJ 10070 349 18 Advice advice NN 10070 349 19 from from IN 10070 349 20 the the DT 10070 349 21 Experts expert NNS 10070 349 22 ( ( -LRB- 10070 349 23 Englewood Englewood NNP 10070 349 24 Cliffs Cliffs NNPS 10070 349 25 , , , 10070 349 26 N.J. New Jersey NNP 10070 349 27 : : : 10070 349 28 Prentice Prentice NNP 10070 349 29 Hall Hall NNP 10070 349 30 , , , 10070 349 31 1997 1997 CD 10070 349 32 ) ) -RRB- 10070 349 33 ; ; : 10070 349 34 Jeff Jeff NNP 10070 349 35 Byard Byard NNP 10070 349 36 and and CC 10070 349 37 Donovan Donovan NNP 10070 349 38 Schneider Schneider NNP 10070 349 39 , , , 10070 349 40 " " `` 10070 349 41 The the DT 10070 349 42 Ins Ins NNP 10070 349 43 and and CC 10070 349 44 Outs Outs NNPS 10070 349 45 ( ( -LRB- 10070 349 46 and and CC 10070 349 47 Everything everything NN 10070 349 48 in in IN 10070 349 49 Between between IN 10070 349 50 ) ) -RRB- 10070 349 51 of of IN 10070 349 52 Data Data NNP 10070 349 53 War War NNP 10070 349 54 ehousing ehousing NN 10070 349 55 , , , 10070 349 56 " " '' 10070 349 57 ACM ACM NNP 10070 349 58 SIGMOD SIGMOD NNP 10070 349 59 1996 1996 CD 10070 349 60 Tutorial Tutorial NNP 10070 349 61 Notes Notes NNPS 10070 349 62 , , , 10070 349 63 May May NNP 10070 349 64 1996 1996 CD 10070 349 65 . . . 10070 350 1 Accessed Accessed NNP 10070 350 2 March March NNP 10070 350 3 8 8 CD 10070 350 4 , , , 10070 350 5 2000 2000 CD 10070 350 6 , , , 10070 350 7 www www NNP 10070 350 8 .redbrick.com .redbrick.com NN 10070 350 9 / / SYM 10070 350 10 product product NN 10070 350 11 s/ s/ NNP 10070 350 12 white white JJ 10070 350 13 / / SYM 10070 350 14 pdf pdf NN 10070 350 15 / / SYM 10070 350 16 sigmod96.pdf sigmod96.pdf '' 10070 350 17 ; ; : 10070 350 18 Surajit Surajit NNP 10070 350 19 Chaudhuri Chaudhuri NNP 10070 350 20 and and CC 10070 350 21 Umesh Umesh NNP 10070 350 22 Dayal Dayal NNP 10070 350 23 , , , 10070 350 24 " " '' 10070 350 25 An an DT 10070 350 26 Overview Overview NNP 10070 350 27 of of IN 10070 350 28 Data Data NNP 10070 350 29 Warehousing Warehousing NNP 10070 350 30 and and CC 10070 350 31 OLAP OLAP NNP 10070 350 32 Technolog Technolog NNP 10070 350 33 , , , 10070 350 34 " " '' 10070 350 35 ACM ACM NNP 10070 350 36 SIGMOD SIGMOD NNP 10070 350 37 Record Record NNP 10070 350 38 26(1 26(1 CD 10070 350 39 ) ) -RRB- 10070 350 40 , , , 10070 350 41 March March NNP 10070 350 42 1997 1997 CD 10070 350 43 . . . 10070 351 1 Accessed Accessed NNP 10070 351 2 March March NNP 10070 351 3 8 8 CD 10070 351 4 , , , 10070 351 5 2000 2000 CD 10070 351 6 , , , 10070 351 7 www.acm.org/sigmod www.acm.org/sigmod . 10070 351 8 / / SYM 10070 351 9 record record NN 10070 351 10 / / SYM 10070 351 11 issue issue NN 10070 351 12 s/ s/ NNP 10070 351 13 9703/ 9703/ CD 10070 351 14 chaudhuri chaudhuri VB 10070 351 15 .ps .ps XX 10070 351 16 ; ; : 10070 351 17 B. B. NNP 10070 351 18 Devlin Devlin NNP 10070 351 19 , , , 10070 351 20 Data Data NNP 10070 351 21 Warehouse Warehouse NNP 10070 351 22 : : : 10070 351 23 From from IN 10070 351 24 Architecture Architecture NNP 10070 351 25 to to IN 10070 351 26 Implementation implementation NN 10070 351 27 ( ( -LRB- 10070 351 28 Reading Reading NNP 10070 351 29 , , , 10070 351 30 Mass. Massachusetts NNP 10070 352 1 : : : 10070 352 2 Addison Addison NNP 10070 352 3 - - HYPH 10070 352 4 Wesle Wesle NNP 10070 352 5 y y NNP 10070 352 6 , , , 10070 352 7 1997 1997 CD 10070 352 8 ) ) -RRB- 10070 352 9 ; ; : 10070 352 10 U. U. NNP 10070 352 11 Fayyad Fayyad NNP 10070 352 12 and and CC 10070 352 13 others other NNS 10070 352 14 , , , 10070 352 15 eds eds NNP 10070 352 16 . . NNP 10070 352 17 , , , 10070 352 18 Advances Advances NNP 10070 352 19 in in IN 10070 352 20 Knowledge Knowledge NNP 10070 352 21 Discovery Discovery NNP 10070 352 22 and and CC 10070 352 23 Data Data NNPS 10070 352 24 Mining Mining NNP 10070 352 25 ( ( -LRB- 10070 352 26 Cambridge Cambridge NNP 10070 352 27 , , , 10070 352 28 Mass. Massachusetts NNP 10070 353 1 : : : 10070 353 2 The the DT 10070 353 3 MIT MIT NNP 10070 353 4 Pr Pr NNP 10070 353 5 . . NNP 10070 353 6 , , , 10070 353 7 1996 1996 CD 10070 353 8 ) ) -RRB- 10070 353 9 ; ; : 10070 353 10 Joachim Joachim NNP 10070 353 11 Hammer Hammer NNP 10070 353 12 , , , 10070 353 13 " " `` 10070 353 14 Data Data NNP 10070 353 15 War War NNP 10070 353 16 ehousing ehousing NN 10070 353 17 Overview Overview NNP 10070 353 18 , , , 10070 353 19 Terminology Terminology NNP 10070 353 20 , , , 10070 353 21 and and CC 10070 353 22 Research Research NNP 10070 353 23 Issues Issues NNPS 10070 353 24 . . . 10070 353 25 " " '' 10070 354 1 Accessed Accessed NNP 10070 354 2 March March NNP 10070 354 3 8 8 CD 10070 354 4 , , , 10070 354 5 2000 2000 CD 10070 354 6 , , , 10070 354 7 www.cise.ufl www.cise.ufl NNP 10070 354 8 .edu/ .edu/ . 10070 354 9 -jhammer -jhammer NN 10070 354 10 / / SYM 10070 354 11 classes class NNS 10070 354 12 / / SYM 10070 354 13 wh wh NN 10070 354 14 - - HYPH 10070 354 15 seminar seminar NN 10070 354 16 / / SYM 10070 354 17 Overview overview NN 10070 354 18 / / SYM 10070 354 19 index index NN 10070 354 20 .htm .htm NFP 10070 354 21 ; ; : 10070 354 22 W. W. NNP 10070 354 23 H. H. NNP 10070 354 24 Inmon Inmon NNP 10070 354 25 , , , 10070 354 26 Building build VBG 10070 354 27 the the DT 10070 354 28 Data Data NNP 10070 354 29 Warehouse Warehouse NNP 10070 354 30 ( ( -LRB- 10070 354 31 New New NNP 10070 354 32 York York NNP 10070 354 33 , , , 10070 354 34 N.Y. New York NNP 10070 354 35 : : : 10070 354 36 John John NNP 10070 354 37 Wiley Wiley NNP 10070 354 38 , , , 10070 354 39 1996 1996 CD 10070 354 40 ) ) -RRB- 10070 354 41 ; ; : 10070 354 42 Ralph Ralph NNP 10070 354 43 Kimball Kimball NNP 10070 354 44 , , , 10070 354 45 " " `` 10070 354 46 Dangerous dangerous JJ 10070 354 47 Preconceptions preconception NNS 10070 354 48 . . . 10070 354 49 " " '' 10070 355 1 Accessed Accessed NNP 10070 355 2 March March NNP 10070 355 3 8 8 CD 10070 355 4 , , , 10070 355 5 2000 2000 CD 10070 355 6 , , , 10070 355 7 www www NN 10070 355 8 .dbmsmag.com/9608d05.html .dbmsmag.com/9608d05.html NN 10070 355 9 ; ; : 10070 355 10 Ralph Ralph NNP 10070 355 11 Kimball Kimball NNP 10070 355 12 , , , 10070 355 13 The the DT 10070 355 14 Data Data NNPS 10070 355 15 Warehouse Warehouse NNP 10070 355 16 Toolkit Toolkit NNP 10070 355 17 ( ( -LRB- 10070 355 18 New New NNP 10070 355 19 York York NNP 10070 355 20 , , , 10070 355 21 N.Y. New York NNP 10070 355 22 : : : 10070 355 23 John John NNP 10070 355 24 Wiley Wiley NNP 10070 355 25 , , , 10070 355 26 1996 1996 CD 10070 355 27 ) ) -RRB- 10070 355 28 ; ; : 10070 355 29 Ralph Ralph NNP 10070 355 30 Kimball Kimball NNP 10070 355 31 , , , 10070 355 32 " " `` 10070 355 33 Mastering Mastering NNP 10070 355 34 Data Data NNP 10070 355 35 Extraction Extraction NNP 10070 355 36 , , , 10070 355 37 " " '' 10070 355 38 in in IN 10070 355 39 DBMS DBMS NNP 10070 355 40 Magazine Magazine NNP 10070 355 41 , , , 10070 355 42 June June NNP 10070 355 43 1996 1996 CD 10070 355 44 . . . 10070 356 1 ( ( -LRB- 10070 356 2 Provides provide VBZ 10070 356 3 an an DT 10070 356 4 overview overview NN 10070 356 5 of of IN 10070 356 6 the the DT 10070 356 7 process process NN 10070 356 8 of of IN 10070 356 9 extracting extract VBG 10070 356 10 , , , 10070 356 11 cleaning cleaning NN 10070 356 12 , , , 10070 356 13 and and CC 10070 356 14 loading loading NN 10070 356 15 data datum NNS 10070 356 16 . . . 10070 356 17 ) ) -RRB- 10070 357 1 Accessed Accessed NNP 10070 357 2 March March NNP 10070 357 3 8 8 CD 10070 357 4 , , , 10070 357 5 2000 2000 CD 10070 357 6 , , , 10070 357 7 www www NNP 10070 357 8 .dbmsmag.com .dbmsmag.com NNP 10070 357 9 / / SYM 10070 357 10 9606d05 9606d05 CD 10070 357 11 .html .html NNS 10070 357 12 ; ; : 10070 357 13 Alberto Alberto NNP 10070 357 14 Mendelzon Mendelzon NNP 10070 357 15 , , , 10070 357 16 " " `` 10070 357 17 Bibliography Bibliography NNP 10070 357 18 on on IN 10070 357 19 Data Data NNP 10070 357 20 Warehousing Warehousing NNP 10070 357 21 and and CC 10070 357 22 OLAP OLAP NNP 10070 357 23 . . . 10070 357 24 " " '' 10070 358 1 Accessed Accessed NNP 10070 358 2 March March NNP 10070 358 3 8 8 CD 10070 358 4 , , , 10070 358 5 2000 2000 CD 10070 358 6 , , , 10070 358 7 www.cs.toronto.edu/-mendel/dwbib.html www.cs.toronto.edu/-mendel/dwbib.html NNP 10070 358 8 . . . 10070 359 1 4 4 LS 10070 359 2 . . . 10070 360 1 Daniel Daniel NNP 10070 360 2 J. J. NNP 10070 360 3 Boorstin Boorstin NNP 10070 360 4 , , , 10070 360 5 " " `` 10070 360 6 The the DT 10070 360 7 Age Age NNP 10070 360 8 of of IN 10070 360 9 Negative Negative NNP 10070 360 10 Discovery Discovery NNP 10070 360 11 , , , 10070 360 12 " " `` 10070 360 13 Cleopatra Cleopatra NNP 10070 360 14 's 's POS 10070 360 15 Nose nose NN 10070 360 16 : : : 10070 360 17 Essays essay NNS 10070 360 18 on on IN 10070 360 19 the the DT 10070 360 20 Unexpected unexpected JJ 10070 360 21 ( ( -LRB- 10070 360 22 New New NNP 10070 360 23 York York NNP 10070 360 24 : : : 10070 360 25 Random random JJ 10070 360 26 Hous hous JJ 10070 360 27 e e NN 10070 360 28 , , , 10070 360 29 1994 1994 CD 10070 360 30 ) ) -RRB- 10070 360 31 . . . 10070 361 1 5 5 CD 10070 361 2 . . . 10070 362 1 Information information NN 10070 362 2 on on IN 10070 362 3 the the DT 10070 362 4 ARROW ARROW NNP 10070 362 5 system system NN 10070 362 6 . . . 10070 363 1 Accessed Accessed NNP 10070 363 2 March March NNP 10070 363 3 8 8 CD 10070 363 4 , , , 10070 363 5 2000,www 2000,www CD 10070 363 6 . . . 10070 364 1 fcla.edu fcla.edu NNP 10070 364 2 /s /s NNP 10070 364 3 ystem ystem NNP 10070 364 4 / / SYM 10070 364 5 intro_arrow.html intro_arrow.html NNP 10070 364 6 . . . 10070 365 1 6 6 CD 10070 365 2 . . . 10070 366 1 Gary Gary NNP 10070 366 2 Strawn Strawn NNP 10070 366 3 , , , 10070 366 4 " " '' 10070 366 5 BatchBAMing batchbame VBG 10070 366 6 . . . 10070 366 7 " " '' 10070 367 1 Accessed Accessed NNP 10070 367 2 March March NNP 10070 367 3 8 8 CD 10070 367 4 , , , 10070 367 5 2000 2000 CD 10070 367 6 , , , 10070 367 7 http:/ http:/ RB 10070 367 8 /web /web CD 10070 367 9 .uflib.ufl .uflib.ufl NN 10070 367 10 .edu .edu . 10070 367 11 / / SYM 10070 367 12 rs rs NNP 10070 367 13 / / SYM 10070 367 14 rsd rsd NNP 10070 367 15 / / SYM 10070 367 16 batchbam batchbam NNP 10070 367 17 .html .html NNP 10070 367 18 . . . 10070 368 1 7 7 LS 10070 368 2 . . . 10070 369 1 Li Li NNP 10070 369 2 - - HYPH 10070 369 3 Min Min NNP 10070 369 4 Fu Fu NNP 10070 369 5 , , , 10070 369 6 " " `` 10070 369 7 OOMRUL oomrul PRP 10070 369 8 : : : 10070 369 9 Leaming leame VBG 10070 369 10 the the DT 10070 369 11 Domain Domain NNP 10070 369 12 Rules Rules NNPS 10070 369 13 . . . 10070 369 14 " " '' 10070 370 1 Accessed Accessed NNP 10070 370 2 March March NNP 10070 370 3 8 8 CD 10070 370 4 , , , 10070 370 5 2000 2000 CD 10070 370 6 , , , 10070 370 7 www www NN 10070 370 8 .cise.ufl .cise.ufl CD 10070 370 9 .edu .edu . 10070 370 10 / / SYM 10070 370 11 -fu -fu NFP 10070 370 12 / / SYM 10070 370 13 domrul.html domrul.html NNS 10070 370 14 . . . 10070 371 1 HARVESTING harvesting NN 10070 371 2 INFORMATION INFORMATION VBD 10070 371 3 FROM from IN 10070 371 4 A a DT 10070 371 5 LIBRARY LIBRARY NNP 10070 371 6 DATA datum NNS 10070 371 7 WAREHOUSE warehouse WP 10070 371 8 I -PRON- PRP 10070 371 9 SU su VBP 10070 371 10 AND and CC 10070 371 11 NEEDAMANGALA NEEDAMANGALA VBD 10070 371 12 27 27 CD 10070 371 13 Reproduced reproduce VBN 10070 371 14 with with IN 10070 371 15 permission permission NN 10070 371 16 of of IN 10070 371 17 the the DT 10070 371 18 copyright copyright NN 10070 371 19 owner owner NN 10070 371 20 . . . 10070 372 1 Further further JJ 10070 372 2 reproduction reproduction NN 10070 372 3 prohibited prohibit VBD 10070 372 4 without without IN 10070 372 5 permission permission NN 10070 372 6 . . . 10070 373 1 Appendix Appendix NNP 10070 373 2 A a DT 10070 373 3 Warehouse Warehouse NNP 10070 373 4 Data Data NNPS 10070 373 5 Tables Tables NNPS 10070 373 6 UFCIRC_WH ufcirc_wh JJ 10070 373 7 UFORD UFORD NNP 10070 373 8 _ _ IN 10070 373 9 WH WH NNP 10070 373 10 UFPAY_WH UFPAY_WH NNP 10070 373 11 Attribute Attribute NNP 10070 373 12 Domain Domain NNP 10070 373 13 Attribute Attribute NNP 10070 373 14 Domain Domain NNP 10070 373 15 Attribute Attribute NNP 10070 373 16 Domain domain NN 10070 373 17 Bib_key Bib_key NNP 10070 373 18 Text(S0 Text(S0 NNP 10070 373 19 ) ) -RRB- 10070 373 20 I -PRON- PRP 10070 373 21 d d VBD 10070 373 22 AutoNumber AutoNumber NNP 10070 373 23 Inv_key Inv_key NNP 10070 373 24 Text(20 text(20 CD 10070 373 25 ) ) -RRB- 10070 373 26 Status Status NNP 10070 373 27 Text(20 Text(20 NNP 10070 373 28 ) ) -RRB- 10070 373 29 Ord_num ord_num JJ 10070 373 30 Text(20 text(20 CD 10070 373 31 ) ) -RRB- 10070 373 32 Ord_num ord_num JJ 10070 373 33 Text(20 text(20 CD 10070 373 34 ) ) -RRB- 10070 373 35 Enum Enum NNP 10070 373 36 / / SYM 10070 373 37 Chron Chron NNP 10070 373 38 Text(20 Text(20 NNP 10070 373 39 ) ) -RRB- 10070 373 40 Ord_Div ord_div VBP 10070 373 41 Number Number NNP 10070 373 42 Ord_div Ord_div NNP 10070 373 43 Number Number NNP 10070 373 44 MidSpine MidSpine NNP 10070 373 45 Text(20 text(20 CD 10070 373 46 ) ) -RRB- 10070 373 47 Process_Uni Process_Uni -LRB- 10070 373 48 t t NN 10070 373 49 Text(20 text(20 CD 10070 373 50 ) ) -RRB- 10070 373 51 Process Process NNP 10070 373 52 _ _ NNP 10070 373 53 Unit Unit NNP 10070 373 54 Text(20 Text(20 NNP 10070 373 55 ) ) -RRB- 10070 373 56 Temp_Locatn temp_locatn CD 10070 373 57 Text(20 text(20 CD 10070 373 58 ) ) -RRB- 10070 373 59 Bib_num Bib_num NNP 10070 373 60 Text(20 Text(20 NNP 10070 373 61 ) ) -RRB- 10070 373 62 Bib_key Bib_key NNP 10070 373 63 Text(20 text(20 CD 10070 373 64 ) ) -RRB- 10070 373 65 Pieces Pieces NNPS 10070 373 66 Number Number NNP 10070 373 67 Order_da Order_da NNP 10070 373 68 te te NNP 10070 373 69 Da Da NNP 10070 373 70 te te NNP 10070 373 71 / / SYM 10070 373 72 Time Time NNP 10070 373 73 Ord_Seq_Num Ord_Seq_Num NNP 10070 373 74 Number Number NNP 10070 373 75 Ch Ch NNP 10070 373 76 arges arge VBZ 10070 373 77 Number number NN 10070 373 78 Mod_Date mod_date NN 10070 373 79 Date Date NNP 10070 373 80 / / SYM 10070 373 81 Time Time NNP 10070 373 82 Inv_Seq_Num Inv_Seq_Num NNP 10070 373 83 Number Number NNP 10070 373 84 Last_Use Last_Use NNP 10070 373 85 Date Date NNP 10070 373 86 / / SYM 10070 373 87 Tune Tune NNP 10070 373 88 Vendor_Code vendor_code NN 10070 373 89 Text(20 text(20 CD 10070 373 90 ) ) -RRB- 10070 373 91 Status Status NNP 10070 373 92 Text(20 text(20 CD 10070 373 93 ) ) -RRB- 10070 373 94 Browse Browse NNP 10070 373 95 s s NNP 10070 373 96 Number number NN 10070 373 97 VndAdr_Order vndadr_order NN 10070 373 98 Text(20 text(20 CD 10070 373 99 Create create VB 10070 373 100 _ _ NNP 10070 373 101 Date Date NNP 10070 373 102 Da Da NNP 10070 373 103 te te NNP 10070 373 104 / / SYM 10070 373 105 Tune Tune NNP 10070 373 106 Value Value NNP 10070 373 107 Text(20 Text(20 NNP 10070 373 108 ) ) -RRB- 10070 373 109 VndAdr_Claim vndadr_claim VBP 10070 373 110 Text(20 text(20 CD 10070 373 111 ) ) -RRB- 10070 373 112 Lst_update lst_update NN 10070 373 113 Da Da NNP 10070 373 114 te te NNP 10070 373 115 / / SYM 10070 373 116 Time Time NNP 10070 373 117 Invnt_Date invnt_date NN 10070 373 118 Date Date NNP 10070 373 119 / / SYM 10070 373 120 Time time NN 10070 373 121 VndAdr_Retum VndAdr_Retum NNP 10070 373 122 Text(20 text(20 CD 10070 373 123 ) ) -RRB- 10070 373 124 Currency Currency NNP 10070 373 125 Text(20 Text(20 NNP 10070 373 126 ) ) -RRB- 10070 373 127 Created Created NNP 10070 373 128 Date date NN 10070 373 129 / / SYM 10070 373 130 Time Time NNP 10070 373 131 Vend Vend NNP 10070 373 132 _ _ NNP 10070 373 133 Title_N Title_N NNS 10070 373 134 um um UH 10070 373 135 Text(20 text(20 CD 10070 373 136 ) ) -RRB- 10070 373 137 Paid_am paid_am ADD 10070 373 138 t t NNP 10070 373 139 Num Num NNP 10070 373 140 ber ber NNP 10070 373 141 Ord_Unit ord_unit NN 10070 373 142 Text(20 text(20 CD 10070 373 143 ) ) -RRB- 10070 373 144 USD_amt USD_amt NNP 10070 373 145 N N NNP 10070 373 146 u u NNP 10070 373 147 mber mber NN 10070 373 148 Rcv_Unit rcv_unit NN 10070 373 149 Text(20 text(20 CD 10070 373 150 ) ) -RRB- 10070 373 151 Fund_Key fund_key VB 10070 373 152 Text(20 text(20 CD 10070 373 153 ) ) -RRB- 10070 373 154 UFINV_WH ufinv_wh VB 10070 373 155 Ord_Scope ord_scope NN 10070 373 156 Text(20 text(20 CD 10070 373 157 Exp_class exp_class NN 10070 373 158 Text(20 Text(20 NNS 10070 373 159 ) ) -RRB- 10070 373 160 Pur_Ord_prod Pur_Ord_prod NNP 10070 373 161 Text(20 text(20 CD 10070 373 162 ) ) -RRB- 10070 373 163 Fiscal_year fiscal_year VBP 10070 373 164 Text(20 text(20 CD 10070 373 165 ) ) -RRB- 10070 373 166 Attribute Attribute NNP 10070 373 167 Domain Domain NNP 10070 373 168 Action Action NNP 10070 373 169 _ _ NNP 10070 373 170 Int Int NNP 10070 373 171 Number Number NNP 10070 373 172 Copies Copies NNPS 10070 373 173 Number Number NNP 10070 373 174 Inv_Key inv_key NN 10070 373 175 Text(20 text(20 XX 10070 373 176 ) ) -RRB- 10070 373 177 LibSpecl LibSpecl NNP 10070 373 178 Text(20 text(20 CD 10070 373 179 ) ) -RRB- 10070 373 180 Type_pay type_pay VBP 10070 373 181 Text(lO Text(lO NNP 10070 373 182 ) ) -RRB- 10070 373 183 Create Create NNP 10070 373 184 _ _ NNP 10070 373 185 Dat Dat NNP 10070 373 186 e e NNP 10070 373 187 Date Date NNP 10070 373 188 / / SYM 10070 373 189 Time Time NNP 10070 373 190 LibSpec2 libspec2 NN 10070 373 191 Text(20 text(20 CD 10070 373 192 ) ) -RRB- 10070 373 193 Text Text NNP 10070 373 194 Text(20 Text(20 NNP 10070 373 195 ) ) -RRB- 10070 373 196 Mod_Date mod_date NN 10070 373 197 Date date NN 10070 373 198 / / SYM 10070 373 199 Time Time NNP 10070 373 200 Vend_Note Vend_Note NNP 10070 373 201 Text(20 Text(20 NNP 10070 373 202 ) ) -RRB- 10070 373 203 DB2_11meStamp DB2_11meStamp NNP 10070 373 204 Date Date NNP 10070 373 205 / / SYM 10070 373 206 Time Time NNP 10070 373 207 Approv Approv NNP 10070 373 208 _ _ NNP 10070 373 209 Stat Stat NNP 10070 373 210 Text(20 Text(20 NNP 10070 373 211 ) ) -RRB- 10070 373 212 Ord_Note Ord_Note NNP 10070 373 213 Text(20 text(20 CD 10070 373 214 ) ) -RRB- 10070 373 215 Vend_Adr Vend_Adr NNP 10070 373 216 _ _ NNP 10070 373 217 Code Code NNP 10070 373 218 Text(20 Text(20 NNP 10070 373 219 ) ) -RRB- 10070 373 220 Source source NN 10070 373 221 Text(20 text(20 CD 10070 373 222 ) ) -RRB- 10070 373 223 Vend_Code Vend_Code NNP 10070 373 224 Text(20 text(20 CD 10070 373 225 ) ) -RRB- 10070 373 226 Ref Ref NNP 10070 373 227 Text(20 text(20 CD 10070 373 228 ) ) -RRB- 10070 373 229 UFBIB_WH UFBIB_WH NNP 10070 373 230 Action_Date action_date NN 10070 373 231 Text(20 text(20 NN 10070 373 232 ) ) -RRB- 10070 373 233 CopyCtl CopyCtl NNP 10070 373 234 _ _ NNP 10070 373 235 Num Num NNP 10070 373 236 Number Number NNP 10070 373 237 Attribute Attribute NNP 10070 373 238 Domain Domain NNP 10070 373 239 Vend_Inv vend_inv NN 10070 373 240 _ _ NN 10070 373 241 Date Date NNP 10070 373 242 Date Date NNP 10070 373 243 / / SYM 10070 373 244 Tune Tune NNP 10070 373 245 Mediu Mediu NNP 10070 373 246 m m NNP 10070 373 247 Text(20 text(20 CD 10070 373 248 ) ) -RRB- 10070 373 249 Approval_Date approval_date NN 10070 373 250 Date Date NNP 10070 373 251 / / SYM 10070 373 252 Tune Tune NNP 10070 373 253 Piece_Cnt Piece_Cnt NNP 10070 373 254 N N NNP 10070 373 255 umber umber NN 10070 373 256 Bib_key Bib_key NNP 10070 373 257 Text(20 text(20 CD 10070 373 258 ) ) -RRB- 10070 373 259 Appro Appro NNP 10070 373 260 ver_Id ver_Id NNP 10070 373 261 Text(20 text(20 CD 10070 373 262 ) ) -RRB- 10070 373 263 Div_No Div_No NNP 10070 373 264 te te NNP 10070 373 265 Text(20 Text(20 NNP 10070 373 266 ) ) -RRB- 10070 373 267 System_Control System_Control NNP 10070 373 268 _ _ NNP 10070 373 269 Num Num NNP 10070 373 270 Text(S0 Text(S0 NNP 10070 373 271 ) ) -RRB- 10070 373 272 Vend_Inv Vend_Inv NNP 10070 373 273 _ _ NNP 10070 373 274 Num Num NNP 10070 373 275 Text(20 Text(20 NNP 10070 373 276 ) ) -RRB- 10070 373 277 Acr_Stat acr_stat NN 10070 373 278 Text(20 text(20 CD 10070 373 279 ) ) -RRB- 10070 373 280 Ca Ca MD 10070 373 281 talog_Source talog_source VB 10070 373 282 Text(20 text(20 CD 10070 373 283 ) ) -RRB- 10070 373 284 Inv_Tot Inv_Tot NNP 10070 373 285 Number Number NNP 10070 373 286 Rel_Stat rel_stat NN 10070 373 287 Text(20 Text(20 NNP 10070 373 288 ) ) -RRB- 10070 373 289 Lan Lan NNP 10070 373 290 g_Code_l g_Code_l NNP 10070 373 291 Text(20 Text(20 NNP 10070 373 292 ) ) -RRB- 10070 373 293 Cale Cale NNP 10070 373 294 _ _ NNP 10070 373 295 Tot_rym Tot_rym NNP 10070 373 296 ts ts NNP 10070 373 297 Num Num NNP 10070 373 298 ber ber NN 10070 373 299 Lst_Date lst_date NN 10070 373 300 Date Date NNP 10070 373 301 / / SYM 10070 373 302 Time Time NNP 10070 373 303 Lang_Code_2 lang_code_2 ADD 10070 373 304 Text(20 text(20 CD 10070 373 305 ) ) -RRB- 10070 373 306 Calc_Net Calc_Net NNP 10070 373 307 _ _ NNP 10070 373 308 Tot_Pymts Tot_Pymts NNP 10070 373 309 Number Number NNP 10070 373 310 Action_Date action_date NN 10070 373 311 Text(20 text(20 NN 10070 373 312 ) ) -RRB- 10070 373 313 Geo_Code geo_code NN 10070 373 314 Text(20 text(20 CD 10070 373 315 ) ) -RRB- 10070 373 316 Currency Currency NNP 10070 373 317 Text(20 Text(20 NNP 10070 373 318 ) ) -RRB- 10070 373 319 LibSpec3 libspec3 NN 10070 373 320 Text(20 text(20 CD 10070 373 321 ) ) -RRB- 10070 373 322 Dewey_Num dewey_num CD 10070 373 323 Text(20 text(20 CD 10070 373 324 ) ) -RRB- 10070 373 325 Discount_Percen Discount_Percen NNP 10070 373 326 t t NNP 10070 373 327 Number Number NNP 10070 373 328 LibSpec4 LibSpec4 NNP 10070 373 329 Text(20 text(20 CD 10070 373 330 ) ) -RRB- 10070 373 331 Edition Edition NNP 10070 373 332 Text(20 text(20 CD 10070 373 333 ) ) -RRB- 10070 373 334 Vouch_No Vouch_No NNP 10070 373 335 te te NNP 10070 373 336 Text(20 text(20 CD 10070 373 337 ) ) -RRB- 10070 373 338 Encum Encum NNP 10070 373 339 b_Units b_units NN 10070 373 340 Number Number NNP 10070 373 341 Pagina Pagina NNP 10070 373 342 tion tion NN 10070 373 343 Text(20 Text(20 NNP 10070 373 344 ) ) -RRB- 10070 373 345 Official Official NNP 10070 373 346 _ _ NNP 10070 373 347 Vend Vend NNP 10070 373 348 Text(20 text(20 CD 10070 373 349 ) ) -RRB- 10070 373 350 Currency Currency NNP 10070 373 351 Text(20 text(20 CD 10070 373 352 ) ) -RRB- 10070 373 353 Size size NN 10070 373 354 Text(20 Text(20 NNP 10070 373 355 ) ) -RRB- 10070 373 356 Process Process NNP 10070 373 357 _ _ NNP 10070 373 358 Unit Unit NNP 10070 373 359 Text(20 text(20 CD 10070 373 360 ) ) -RRB- 10070 373 361 Est_Price est_price UH 10070 373 362 Number Number NNP 10070 373 363 Series_440 Series_440 NNP 10070 373 364 Text(20 text(20 CD 10070 373 365 ) ) -RRB- 10070 373 366 Intemal_Note intemal_note VBP 10070 373 367 Text(20 text(20 CD 10070 373 368 ) ) -RRB- 10070 373 369 Encumb_outs encumb_out NNS 10070 373 370 Num Num NNP 10070 373 371 ber ber NNP 10070 373 372 Series_490 Series_490 NNP 10070 373 373 Text(20 text(20 CD 10070 373 374 ) ) -RRB- 10070 373 375 DB2 DB2 NNP 10070 373 376 _ _ NNP 10070 373 377 Timestamp Timestamp NNP 10070 373 378 Text(20 Text(20 NNP 10070 373 379 ) ) -RRB- 10070 373 380 Fund Fund NNP 10070 373 381 _ _ NNP 10070 373 382 key key JJ 10070 373 383 Text(20 text(20 CD 10070 373 384 ) ) -RRB- 10070 373 385 Conten Conten NNP 10070 373 386 t t NN 10070 373 387 Text(20 text(20 CD 10070 373 388 ) ) -RRB- 10070 373 389 Fiscal Fiscal NNP 10070 373 390 _ _ NNP 10070 373 391 Year Year NNP 10070 373 392 Text(20 Text(20 NNP 10070 373 393 ) ) -RRB- 10070 373 394 Subject_l subject_l NN 10070 373 395 Text(20 text(20 CD 10070 373 396 ) ) -RRB- 10070 373 397 Copies Copies NNP 10070 373 398 N N NNP 10070 373 399 u u NN 10070 373 400 mber mber NN 10070 373 401 Subject_2 subject_2 NN 10070 373 402 Text(20 text(20 NN 10070 373 403 ) ) -RRB- 10070 373 404 Xpay_Method Xpay_Method NNP 10070 373 405 Text(20 text(20 CD 10070 373 406 ) ) -RRB- 10070 373 407 Subject_3 subject_3 NN 10070 373 408 Text(20 text(20 CD 10070 373 409 ) ) -RRB- 10070 373 410 Vol_Isu_Date Vol_Isu_Date NNP 10070 373 411 Text(20 text(20 CD 10070 373 412 ) ) -RRB- 10070 373 413 Authors_l Authors_l NNP 10070 373 414 Text(20 text(20 CD 10070 373 415 ) ) -RRB- 10070 373 416 Title_Author Title_Author NNP 10070 373 417 Text(20 text(20 CD 10070 373 418 ) ) -RRB- 10070 373 419 Au au IN 10070 373 420 thors_2 thors_2 NN 10070 373 421 Text(20 Text(20 NNP 10070 373 422 ) ) -RRB- 10070 373 423 DB2 DB2 NNP 10070 373 424 _ _ NNP 10070 373 425 Timestamp Timestamp NNP 10070 373 426 Date Date NNP 10070 373 427 / / , 10070 373 428 Time Time NNP 10070 373 429 Au Au NNP 10070 373 430 th th XX 10070 373 431 ors_3 ors_3 NNP 10070 373 432 Text(20 text(20 XX 10070 373 433 ) ) -RRB- 10070 373 434 Series Series NNP 10070 373 435 Text(20 Text(20 NNP 10070 373 436 ) ) -RRB- 10070 373 437 28 28 CD 10070 373 438 INFORMATION information NN 10070 373 439 TECHNOLOGY technology NN 10070 373 440 AND and CC 10070 373 441 LIBRARIES library NNS 10070 373 442 I -PRON- PRP 10070 373 443 MARCH march VBP 10070 373 444 2000 2000 CD