id sid tid token lemma pos 10599 1 1 Business Business NNP 10599 1 2 Intelligence Intelligence NNP 10599 1 3 in in IN 10599 1 4 the the DT 10599 1 5 Service Service NNP 10599 1 6 of of IN 10599 1 7 Libraries Libraries NNP 10599 1 8 Articles Articles NNPS 10599 1 9 Business Business NNP 10599 1 10 Intelligence Intelligence NNP 10599 1 11 in in IN 10599 1 12 the the DT 10599 1 13 Service Service NNP 10599 1 14 of of IN 10599 1 15 Libraries Libraries NNP 10599 1 16 Danijela Danijela NNP 10599 1 17 Tešendić Tešendić NNP 10599 1 18 and and CC 10599 1 19 Danijela Danijela NNP 10599 1 20 Boberić Boberić NNP 10599 1 21 Krstićev Krstićev NNP 10599 1 22 INFORMATION INFORMATION VBD 10599 1 23 TECHNOLOGY TECHNOLOGY NNP 10599 1 24 AND and CC 10599 1 25 LIBRARIES LIBRARIES NNP 10599 1 26 | | NNP 10599 1 27 DECEMBER DECEMBER NNS 10599 1 28 2019 2019 CD 10599 1 29 98 98 CD 10599 1 30 Danijela Danijela NNP 10599 1 31 Tešendić Tešendić NNP 10599 1 32 ( ( -LRB- 10599 1 33 tesendic@uns.ac.rs tesendic@uns.ac.rs NN 10599 1 34 ) ) -RRB- 10599 1 35 is be VBZ 10599 1 36 Associate Associate NNP 10599 1 37 Professor Professor NNP 10599 1 38 , , , 10599 1 39 University University NNP 10599 1 40 of of IN 10599 1 41 Novi Novi NNP 10599 1 42 Sad Sad NNP 10599 1 43 . . . 10599 2 1 Danijela Danijela NNP 10599 2 2 Boberić Boberić NNP 10599 2 3 Krstićev Krstićev NNP 10599 2 4 ( ( -LRB- 10599 2 5 dboberic@uns.ac.rs dboberic@uns.ac.rs NN 10599 2 6 ) ) -RRB- 10599 2 7 is be VBZ 10599 2 8 Associate Associate NNP 10599 2 9 Professor Professor NNP 10599 2 10 , , , 10599 2 11 University University NNP 10599 2 12 of of IN 10599 2 13 Novi Novi NNP 10599 2 14 Sad Sad NNP 10599 2 15 . . . 10599 3 1 ABSTRACT ABSTRACT NNP 10599 3 2 Business Business NNP 10599 3 3 intelligence intelligence NN 10599 3 4 ( ( -LRB- 10599 3 5 BI BI NNP 10599 3 6 ) ) -RRB- 10599 3 7 refers refer VBZ 10599 3 8 to to IN 10599 3 9 methodologies methodology NNS 10599 3 10 , , , 10599 3 11 analytical analytical JJ 10599 3 12 tools tool NNS 10599 3 13 , , , 10599 3 14 and and CC 10599 3 15 applications application NNS 10599 3 16 used use VBN 10599 3 17 for for IN 10599 3 18 data datum NNS 10599 3 19 analysis analysis NN 10599 3 20 of of IN 10599 3 21 business business NN 10599 3 22 information information NN 10599 3 23 . . . 10599 4 1 This this DT 10599 4 2 article article NN 10599 4 3 aims aim VBZ 10599 4 4 to to TO 10599 4 5 illustrate illustrate VB 10599 4 6 an an DT 10599 4 7 application application NN 10599 4 8 of of IN 10599 4 9 BI BI NNP 10599 4 10 in in IN 10599 4 11 libraries library NNS 10599 4 12 , , , 10599 4 13 as as IN 10599 4 14 reporting reporting NN 10599 4 15 modules module NNS 10599 4 16 in in IN 10599 4 17 library library NN 10599 4 18 management management NN 10599 4 19 systems system NNS 10599 4 20 are be VBP 10599 4 21 usually usually RB 10599 4 22 inadequate inadequate JJ 10599 4 23 for for IN 10599 4 24 a a DT 10599 4 25 comprehensive comprehensive JJ 10599 4 26 business business NN 10599 4 27 analysis analysis NN 10599 4 28 . . . 10599 5 1 The the DT 10599 5 2 application application NN 10599 5 3 of of IN 10599 5 4 BI BI NNP 10599 5 5 technology technology NN 10599 5 6 is be VBZ 10599 5 7 presented present VBN 10599 5 8 as as IN 10599 5 9 a a DT 10599 5 10 case case NN 10599 5 11 study study NN 10599 5 12 of of IN 10599 5 13 libraries library NNS 10599 5 14 using use VBG 10599 5 15 the the DT 10599 5 16 BISIS BISIS NNP 10599 5 17 library library NN 10599 5 18 management management NN 10599 5 19 system system NN 10599 5 20 in in IN 10599 5 21 order order NN 10599 5 22 to to TO 10599 5 23 overcome overcome VB 10599 5 24 shortcomings shortcoming NNS 10599 5 25 of of IN 10599 5 26 an an DT 10599 5 27 existing exist VBG 10599 5 28 reporting reporting NN 10599 5 29 module module NN 10599 5 30 . . . 10599 6 1 Both both DT 10599 6 2 user user NN 10599 6 3 requirements requirement NNS 10599 6 4 regarding regard VBG 10599 6 5 reporting report VBG 10599 6 6 in in IN 10599 6 7 BISIS BISIS NNP 10599 6 8 and and CC 10599 6 9 already already RB 10599 6 10 existing exist VBG 10599 6 11 transactional transactional JJ 10599 6 12 databases database NNS 10599 6 13 are be VBP 10599 6 14 analysed analyse VBN 10599 6 15 during during IN 10599 6 16 the the DT 10599 6 17 development development NN 10599 6 18 of of IN 10599 6 19 a a DT 10599 6 20 data data NN 10599 6 21 warehouse warehouse NN 10599 6 22 model model NN 10599 6 23 . . . 10599 7 1 Based base VBN 10599 7 2 on on IN 10599 7 3 that that DT 10599 7 4 analysis analysis NN 10599 7 5 , , , 10599 7 6 three three CD 10599 7 7 data datum NNS 10599 7 8 warehouse warehouse NN 10599 7 9 models model NNS 10599 7 10 have have VBP 10599 7 11 been be VBN 10599 7 12 proposed propose VBN 10599 7 13 . . . 10599 8 1 Also also RB 10599 8 2 , , , 10599 8 3 examples example NNS 10599 8 4 of of IN 10599 8 5 reports report NNS 10599 8 6 generated generate VBN 10599 8 7 by by IN 10599 8 8 an an DT 10599 8 9 OLAP OLAP NNP 10599 8 10 tool tool NN 10599 8 11 are be VBP 10599 8 12 given give VBN 10599 8 13 . . . 10599 9 1 By by IN 10599 9 2 building build VBG 10599 9 3 the the DT 10599 9 4 data data NN 10599 9 5 warehouse warehouse NN 10599 9 6 and and CC 10599 9 7 using use VBG 10599 9 8 OLAP OLAP NNP 10599 9 9 tools tool NNS 10599 9 10 , , , 10599 9 11 users user NNS 10599 9 12 of of IN 10599 9 13 BISIS bisi NNS 10599 9 14 can can MD 10599 9 15 perform perform VB 10599 9 16 business business NN 10599 9 17 analysis analysis NN 10599 9 18 in in IN 10599 9 19 a a DT 10599 9 20 more more JJR 10599 9 21 user user NN 10599 9 22 - - HYPH 10599 9 23 friendly friendly JJ 10599 9 24 and and CC 10599 9 25 interactive interactive JJ 10599 9 26 manner manner NN 10599 9 27 . . . 10599 10 1 They -PRON- PRP 10599 10 2 are be VBP 10599 10 3 not not RB 10599 10 4 limited limited JJ 10599 10 5 with with IN 10599 10 6 predefined predefined JJ 10599 10 7 types type NNS 10599 10 8 of of IN 10599 10 9 reports report NNS 10599 10 10 . . . 10599 11 1 Librarians librarian NNS 10599 11 2 can can MD 10599 11 3 easily easily RB 10599 11 4 generate generate VB 10599 11 5 customized customize VBN 10599 11 6 reports report NNS 10599 11 7 tailored tailor VBN 10599 11 8 to to IN 10599 11 9 the the DT 10599 11 10 specific specific JJ 10599 11 11 needs need NNS 10599 11 12 of of IN 10599 11 13 the the DT 10599 11 14 library library NN 10599 11 15 . . . 10599 12 1 INTRODUCTION INTRODUCTION NNP 10599 12 2 Organizations organization NNS 10599 12 3 usually usually RB 10599 12 4 have have VBP 10599 12 5 a a DT 10599 12 6 vast vast JJ 10599 12 7 amount amount NN 10599 12 8 of of IN 10599 12 9 data datum NNS 10599 12 10 which which WDT 10599 12 11 increases increase VBZ 10599 12 12 on on IN 10599 12 13 a a DT 10599 12 14 daily daily JJ 10599 12 15 basis basis NN 10599 12 16 . . . 10599 13 1 The the DT 10599 13 2 success success NN 10599 13 3 of of IN 10599 13 4 an an DT 10599 13 5 organization organization NN 10599 13 6 is be VBZ 10599 13 7 directly directly RB 10599 13 8 related relate VBN 10599 13 9 to to IN 10599 13 10 its -PRON- PRP$ 10599 13 11 ability ability NN 10599 13 12 to to TO 10599 13 13 provide provide VB 10599 13 14 relevant relevant JJ 10599 13 15 information information NN 10599 13 16 in in IN 10599 13 17 a a DT 10599 13 18 timely timely JJ 10599 13 19 manner manner NN 10599 13 20 . . . 10599 14 1 An an DT 10599 14 2 organization organization NN 10599 14 3 must must MD 10599 14 4 be be VB 10599 14 5 able able JJ 10599 14 6 to to TO 10599 14 7 transform transform VB 10599 14 8 raw raw JJ 10599 14 9 data datum NNS 10599 14 10 into into IN 10599 14 11 valuable valuable JJ 10599 14 12 information information NN 10599 14 13 that that WDT 10599 14 14 will will MD 10599 14 15 enable enable VB 10599 14 16 better well JJR 10599 14 17 decision decision NN 10599 14 18 - - HYPH 10599 14 19 making.1 making.1 NN 10599 14 20 For for IN 10599 14 21 this this DT 10599 14 22 reason reason NN 10599 14 23 , , , 10599 14 24 it -PRON- PRP 10599 14 25 is be VBZ 10599 14 26 impossible impossible JJ 10599 14 27 to to TO 10599 14 28 imagine imagine VB 10599 14 29 an an DT 10599 14 30 organization organization NN 10599 14 31 without without IN 10599 14 32 an an DT 10599 14 33 efficient efficient JJ 10599 14 34 reporting reporting NN 10599 14 35 module module NN 10599 14 36 as as IN 10599 14 37 a a DT 10599 14 38 part part NN 10599 14 39 of of IN 10599 14 40 its -PRON- PRP$ 10599 14 41 management management NN 10599 14 42 information information NN 10599 14 43 system system NN 10599 14 44 . . . 10599 15 1 If if IN 10599 15 2 we -PRON- PRP 10599 15 3 put put VBP 10599 15 4 libraries library NNS 10599 15 5 in in IN 10599 15 6 a a DT 10599 15 7 business business NN 10599 15 8 context context NN 10599 15 9 , , , 10599 15 10 they -PRON- PRP 10599 15 11 are be VBP 10599 15 12 very very RB 10599 15 13 similar similar JJ 10599 15 14 to to IN 10599 15 15 any any DT 10599 15 16 other other JJ 10599 15 17 organization organization NN 10599 15 18 . . . 10599 16 1 The the DT 10599 16 2 common common JJ 10599 16 3 characteristic characteristic NN 10599 16 4 of of IN 10599 16 5 each each DT 10599 16 6 is be VBZ 10599 16 7 that that IN 10599 16 8 they -PRON- PRP 10599 16 9 have have VBP 10599 16 10 high high JJ 10599 16 11 demand demand NN 10599 16 12 for for IN 10599 16 13 a a DT 10599 16 14 variety variety NN 10599 16 15 of of IN 10599 16 16 statistical statistical JJ 10599 16 17 reports report NNS 10599 16 18 in in IN 10599 16 19 order order NN 10599 16 20 to to TO 10599 16 21 support support VB 10599 16 22 their -PRON- PRP$ 10599 16 23 business business NN 10599 16 24 . . . 10599 17 1 A a DT 10599 17 2 library library NN 10599 17 3 management management NN 10599 17 4 system system NN 10599 17 5 uses use VBZ 10599 17 6 a a DT 10599 17 7 transactional transactional JJ 10599 17 8 database database NN 10599 17 9 to to TO 10599 17 10 store store VB 10599 17 11 and and CC 10599 17 12 process process VB 10599 17 13 relevant relevant JJ 10599 17 14 data datum NNS 10599 17 15 . . . 10599 18 1 This this DT 10599 18 2 database database NN 10599 18 3 is be VBZ 10599 18 4 designed design VBN 10599 18 5 in in IN 10599 18 6 accordance accordance NN 10599 18 7 with with IN 10599 18 8 the the DT 10599 18 9 main main JJ 10599 18 10 functionalities functionality NNS 10599 18 11 of of IN 10599 18 12 the the DT 10599 18 13 system system NN 10599 18 14 . . . 10599 19 1 Information information NN 10599 19 2 used use VBD 10599 19 3 to to TO 10599 19 4 make make VB 10599 19 5 strategic strategic JJ 10599 19 6 decisions decision NNS 10599 19 7 is be VBZ 10599 19 8 usually usually RB 10599 19 9 obtained obtain VBN 10599 19 10 from from IN 10599 19 11 historical historical JJ 10599 19 12 and and CC 10599 19 13 summarized summarize VBN 10599 19 14 data datum NNS 10599 19 15 . . . 10599 20 1 However however RB 10599 20 2 , , , 10599 20 3 the the DT 10599 20 4 database database NN 10599 20 5 model model NN 10599 20 6 may may MD 10599 20 7 have have VB 10599 20 8 a a DT 10599 20 9 complex complex JJ 10599 20 10 structure structure NN 10599 20 11 and and CC 10599 20 12 may may MD 10599 20 13 not not RB 10599 20 14 be be VB 10599 20 15 suitable suitable JJ 10599 20 16 for for IN 10599 20 17 performing perform VBG 10599 20 18 analytical analytical JJ 10599 20 19 queries query NNS 10599 20 20 that that WDT 10599 20 21 are be VBP 10599 20 22 often often RB 10599 20 23 very very RB 10599 20 24 complex complex JJ 10599 20 25 and and CC 10599 20 26 involve involve VBP 10599 20 27 aggregations aggregation NNS 10599 20 28 . . . 10599 21 1 Execution execution NN 10599 21 2 of of IN 10599 21 3 those those DT 10599 21 4 queries query NNS 10599 21 5 may may MD 10599 21 6 be be VB 10599 21 7 a a DT 10599 21 8 time time NN 10599 21 9 - - HYPH 10599 21 10 consuming consume VBG 10599 21 11 and and CC 10599 21 12 resource resource NN 10599 21 13 - - HYPH 10599 21 14 intensive intensive JJ 10599 21 15 process process NN 10599 21 16 that that WDT 10599 21 17 can can MD 10599 21 18 decrease decrease VB 10599 21 19 performance performance NN 10599 21 20 as as RB 10599 21 21 well well RB 10599 21 22 as as IN 10599 21 23 the the DT 10599 21 24 availability availability NN 10599 21 25 of of IN 10599 21 26 the the DT 10599 21 27 system system NN 10599 21 28 itself -PRON- PRP 10599 21 29 . . . 10599 22 1 Also also RB 10599 22 2 , , , 10599 22 3 creating create VBG 10599 22 4 such such JJ 10599 22 5 queries query NNS 10599 22 6 can can MD 10599 22 7 require require VB 10599 22 8 advanced advanced JJ 10599 22 9 IT IT NNP 10599 22 10 knowledge knowledge NN 10599 22 11 . . . 10599 23 1 These these DT 10599 23 2 problems problem NNS 10599 23 3 can can MD 10599 23 4 be be VB 10599 23 5 overcome overcome VBN 10599 23 6 by by IN 10599 23 7 developing develop VBG 10599 23 8 business business NN 10599 23 9 intelligence intelligence NN 10599 23 10 systems system NNS 10599 23 11 . . . 10599 24 1 Business business NN 10599 24 2 intelligence intelligence NN 10599 24 3 ( ( -LRB- 10599 24 4 BI BI NNP 10599 24 5 ) ) -RRB- 10599 24 6 refers refer VBZ 10599 24 7 to to IN 10599 24 8 methodologies methodology NNS 10599 24 9 , , , 10599 24 10 analytical analytical JJ 10599 24 11 tools tool NNS 10599 24 12 , , , 10599 24 13 and and CC 10599 24 14 applications application NNS 10599 24 15 used use VBN 10599 24 16 for for IN 10599 24 17 data datum NNS 10599 24 18 analysis analysis NN 10599 24 19 of of IN 10599 24 20 business business NN 10599 24 21 information information NN 10599 24 22 . . . 10599 25 1 BI BI NNP 10599 25 2 gives give VBZ 10599 25 3 business business NN 10599 25 4 managers manager NNS 10599 25 5 and and CC 10599 25 6 analysts analyst NNS 10599 25 7 the the DT 10599 25 8 ability ability NN 10599 25 9 to to TO 10599 25 10 conduct conduct VB 10599 25 11 mailto:tesendic@uns.ac.rs mailto:tesendic@uns.ac.rs NNP 10599 25 12 mailto:dboberic@uns.ac.rs mailto:dboberic@uns.ac.rs NN 10599 25 13 BUSINESS business NN 10599 25 14 INTELLIGENCE INTELLIGENCE NNP 10599 25 15 IN in IN 10599 25 16 THE the DT 10599 25 17 SERVICE service NN 10599 25 18 OF of IN 10599 25 19 LIBRARIES LIBRARIES NNP 10599 25 20 |TEŠENDIĆ |TEŠENDIĆ NNP 10599 25 21 AND and CC 10599 25 22 KRSTIĆEV KRSTIĆEV NNP 10599 25 23 99 99 CD 10599 25 24 https://doi.org/10.6017/ital.v38i4.10599 https://doi.org/10.6017/ital.v38i4.10599 CD 10599 25 25 appropriate appropriate JJ 10599 25 26 analyses analysis NNS 10599 25 27 . . . 10599 26 1 By by IN 10599 26 2 analyzing analyze VBG 10599 26 3 historical historical JJ 10599 26 4 and and CC 10599 26 5 current current JJ 10599 26 6 data datum NNS 10599 26 7 , , , 10599 26 8 decision decision NN 10599 26 9 - - HYPH 10599 26 10 makers maker NNS 10599 26 11 get get VBP 10599 26 12 valuable valuable JJ 10599 26 13 insights insight NNS 10599 26 14 that that WDT 10599 26 15 enable enable VBP 10599 26 16 them -PRON- PRP 10599 26 17 to to TO 10599 26 18 make make VB 10599 26 19 better well JJR 10599 26 20 , , , 10599 26 21 more more RBR 10599 26 22 - - HYPH 10599 26 23 informed inform VBN 10599 26 24 decisions decision NNS 10599 26 25 . . . 10599 27 1 BI BI NNP 10599 27 2 systems system NNS 10599 27 3 rely rely VBP 10599 27 4 on on IN 10599 27 5 a a DT 10599 27 6 data data NN 10599 27 7 warehouse warehouse NN 10599 27 8 as as IN 10599 27 9 an an DT 10599 27 10 information information NN 10599 27 11 source source NN 10599 27 12 . . . 10599 28 1 The the DT 10599 28 2 data datum NNS 10599 28 3 warehouse warehouse NN 10599 28 4 is be VBZ 10599 28 5 a a DT 10599 28 6 repository repository NN 10599 28 7 of of IN 10599 28 8 data datum NNS 10599 28 9 usually usually RB 10599 28 10 structured structure VBN 10599 28 11 to to TO 10599 28 12 be be VB 10599 28 13 available available JJ 10599 28 14 in in IN 10599 28 15 a a DT 10599 28 16 form form NN 10599 28 17 ready ready JJ 10599 28 18 for for IN 10599 28 19 analytical analytical JJ 10599 28 20 processing processing NN 10599 28 21 activities activity NNS 10599 28 22 . . . 10599 29 1 2 2 CD 10599 29 2 Business business NN 10599 29 3 intelligence intelligence NN 10599 29 4 systems system NNS 10599 29 5 do do VBP 10599 29 6 not not RB 10599 29 7 exist exist VB 10599 29 8 as as RB 10599 29 9 ready ready JJ 10599 29 10 - - HYPH 10599 29 11 made make VBN 10599 29 12 solutions solution NNS 10599 29 13 for for IN 10599 29 14 each each DT 10599 29 15 organization organization NN 10599 29 16 , , , 10599 29 17 but but CC 10599 29 18 need need VBP 10599 29 19 to to TO 10599 29 20 be be VB 10599 29 21 built build VBN 10599 29 22 in in IN 10599 29 23 accordance accordance NN 10599 29 24 with with IN 10599 29 25 the the DT 10599 29 26 characteristics characteristic NNS 10599 29 27 of of IN 10599 29 28 each each DT 10599 29 29 organization organization NN 10599 29 30 using use VBG 10599 29 31 the the DT 10599 29 32 appropriate appropriate JJ 10599 29 33 methodology methodology NN 10599 29 34 . . . 10599 30 1 This this DT 10599 30 2 article article NN 10599 30 3 proposes propose VBZ 10599 30 4 a a DT 10599 30 5 data data NN 10599 30 6 warehouse warehouse NN 10599 30 7 architecture architecture NN 10599 30 8 and and CC 10599 30 9 usage usage NN 10599 30 10 of of IN 10599 30 11 OLAP OLAP NNP 10599 30 12 tools tool NNS 10599 30 13 in in IN 10599 30 14 order order NN 10599 30 15 to to TO 10599 30 16 support support VB 10599 30 17 BI BI NNP 10599 30 18 in in IN 10599 30 19 libraries library NNS 10599 30 20 . . . 10599 31 1 The the DT 10599 31 2 application application NN 10599 31 3 of of IN 10599 31 4 BI BI NNP 10599 31 5 technology technology NN 10599 31 6 is be VBZ 10599 31 7 illustrated illustrate VBN 10599 31 8 through through IN 10599 31 9 a a DT 10599 31 10 case case NN 10599 31 11 study study NN 10599 31 12 of of IN 10599 31 13 libraries library NNS 10599 31 14 using use VBG 10599 31 15 the the DT 10599 31 16 BISIS BISIS NNP 10599 31 17 library library NN 10599 31 18 management management NN 10599 31 19 system system NN 10599 31 20 . . . 10599 32 1 The the DT 10599 32 2 first first JJ 10599 32 3 step step NN 10599 32 4 in in IN 10599 32 5 implementation implementation NN 10599 32 6 of of IN 10599 32 7 BI BI NNP 10599 32 8 was be VBD 10599 32 9 the the DT 10599 32 10 creation creation NN 10599 32 11 of of IN 10599 32 12 a a DT 10599 32 13 data data NN 10599 32 14 warehouse warehouse NN 10599 32 15 model model NN 10599 32 16 considering consider VBG 10599 32 17 data datum NNS 10599 32 18 that that WDT 10599 32 19 exist exist VBP 10599 32 20 in in IN 10599 32 21 BISIS bisi NNS 10599 32 22 and and CC 10599 32 23 requirements requirement NNS 10599 32 24 regarding regard VBG 10599 32 25 reporting report VBG 10599 32 26 . . . 10599 33 1 After after IN 10599 33 2 the the DT 10599 33 3 data data NN 10599 33 4 warehouse warehouse NN 10599 33 5 model model NN 10599 33 6 had have VBD 10599 33 7 been be VBN 10599 33 8 created create VBN 10599 33 9 , , , 10599 33 10 data datum NNS 10599 33 11 were be VBD 10599 33 12 loaded load VBN 10599 33 13 into into IN 10599 33 14 the the DT 10599 33 15 data data NN 10599 33 16 warehouse warehouse NN 10599 33 17 using use VBG 10599 33 18 OLAP OLAP NNP 10599 33 19 tools tool NNS 10599 33 20 . . . 10599 34 1 OLAP olap NN 10599 34 2 tools tool NNS 10599 34 3 were be VBD 10599 34 4 also also RB 10599 34 5 used use VBN 10599 34 6 for for IN 10599 34 7 visualization visualization NN 10599 34 8 of of IN 10599 34 9 data datum NNS 10599 34 10 stored store VBN 10599 34 11 in in IN 10599 34 12 the the DT 10599 34 13 data data NN 10599 34 14 warehouse warehouse NN 10599 34 15 . . . 10599 35 1 REPORTING report VBG 10599 35 2 IN in IN 10599 35 3 BISIS bisi NNS 10599 35 4 The the DT 10599 35 5 BISIS BISIS NNP 10599 35 6 library library NN 10599 35 7 management management NN 10599 35 8 system system NN 10599 35 9 has have VBZ 10599 35 10 been be VBN 10599 35 11 in in IN 10599 35 12 development development NN 10599 35 13 since since IN 10599 35 14 1993 1993 CD 10599 35 15 by by IN 10599 35 16 the the DT 10599 35 17 University University NNP 10599 35 18 of of IN 10599 35 19 Novi Novi NNP 10599 35 20 Sad Sad NNP 10599 35 21 , , , 10599 35 22 Serbia Serbia NNP 10599 35 23 . . . 10599 36 1 Currently currently RB 10599 36 2 , , , 10599 36 3 the the DT 10599 36 4 BISIS BISIS NNP 10599 36 5 community community NN 10599 36 6 comprises comprise VBZ 10599 36 7 over over IN 10599 36 8 forty forty CD 10599 36 9 medium medium NN 10599 36 10 - - HYPH 10599 36 11 sized sized JJ 10599 36 12 libraries library NNS 10599 36 13 in in IN 10599 36 14 Serbia.3 Serbia.3 NNP 10599 36 15 The the DT 10599 36 16 primary primary JJ 10599 36 17 modules module NNS 10599 36 18 of of IN 10599 36 19 the the DT 10599 36 20 BISIS BISIS NNP 10599 36 21 system system NN 10599 36 22 include include VBP 10599 36 23 cataloguing catalogue VBG 10599 36 24 , , , 10599 36 25 reporting reporting NN 10599 36 26 , , , 10599 36 27 circulation circulation NN 10599 36 28 , , , 10599 36 29 OPAC OPAC NNP 10599 36 30 , , , 10599 36 31 bibliographic bibliographic JJ 10599 36 32 data datum NNS 10599 36 33 interchange interchange NN 10599 36 34 , , , 10599 36 35 and and CC 10599 36 36 administration administration NN 10599 36 37 . . . 10599 37 1 BISIS BISIS NNP 10599 37 2 supports support VBZ 10599 37 3 cataloguing catalogue VBG 10599 37 4 according accord VBG 10599 37 5 to to IN 10599 37 6 UNIMARC UNIMARC NNP 10599 37 7 and and CC 10599 37 8 MARC MARC NNP 10599 37 9 21 21 CD 10599 37 10 formats format NNS 10599 37 11 using use VBG 10599 37 12 an an DT 10599 37 13 XML xml NN 10599 37 14 editor editor NN 10599 37 15 for for IN 10599 37 16 bibliographic bibliographic JJ 10599 37 17 material material NN 10599 37 18 processing.4 processing.4 IN 10599 37 19 The the DT 10599 37 20 BISIS BISIS NNP 10599 37 21 search search NN 10599 37 22 engine engine NN 10599 37 23 is be VBZ 10599 37 24 implemented implement VBN 10599 37 25 with with IN 10599 37 26 a a DT 10599 37 27 Lucene Lucene NNP 10599 37 28 engine.5 engine.5 IN 10599 37 29 BISIS BISIS NNP 10599 37 30 supports support NNS 10599 37 31 Z39.50 z39.50 NN 10599 37 32 and and CC 10599 37 33 SRU SRU NNP 10599 37 34 protocols protocol NNS 10599 37 35 for for IN 10599 37 36 the the DT 10599 37 37 search search NN 10599 37 38 and and CC 10599 37 39 retrieval retrieval NN 10599 37 40 of of IN 10599 37 41 bibliographic bibliographic NNP 10599 37 42 records.6 records.6 NNP 10599 37 43 Those those DT 10599 37 44 protocols protocol NNS 10599 37 45 are be VBP 10599 37 46 also also RB 10599 37 47 used use VBN 10599 37 48 for for IN 10599 37 49 developing develop VBG 10599 37 50 a a DT 10599 37 51 BISIS BISIS NNP 10599 37 52 service service NN 10599 37 53 for for IN 10599 37 54 searching search VBG 10599 37 55 and and CC 10599 37 56 downloading download VBG 10599 37 57 electronic electronic JJ 10599 37 58 materials material NNS 10599 37 59 by by IN 10599 37 60 the the DT 10599 37 61 audio audio JJ 10599 37 62 library library NN 10599 37 63 system system NN 10599 37 64 for for IN 10599 37 65 visually visually RB 10599 37 66 impaired impair VBN 10599 37 67 people.7 people.7 NN 10599 37 68 In in IN 10599 37 69 addition addition NN 10599 37 70 , , , 10599 37 71 BISIS BISIS NNP 10599 37 72 allows allow VBZ 10599 37 73 sharing sharing NN 10599 37 74 of of IN 10599 37 75 bibliographic bibliographic JJ 10599 37 76 records record NNS 10599 37 77 with with IN 10599 37 78 the the DT 10599 37 79 union union NN 10599 37 80 catalogue catalogue NN 10599 37 81 of of IN 10599 37 82 the the DT 10599 37 83 University University NNP 10599 37 84 of of IN 10599 37 85 Novi Novi NNP 10599 37 86 Sad.8 Sad.8 . 10599 37 87 The the DT 10599 37 88 circulation circulation NN 10599 37 89 module module NN 10599 37 90 features feature VBZ 10599 37 91 all all DT 10599 37 92 standard standard JJ 10599 37 93 activities activity NNS 10599 37 94 for for IN 10599 37 95 managing manage VBG 10599 37 96 users user NNS 10599 37 97 : : : 10599 37 98 registration registration NN 10599 37 99 , , , 10599 37 100 charging charging NN 10599 37 101 , , , 10599 37 102 discharging discharging NN 10599 37 103 , , , 10599 37 104 searching search VBG 10599 37 105 users user NNS 10599 37 106 and and CC 10599 37 107 publications publication NNS 10599 37 108 , , , 10599 37 109 and and CC 10599 37 110 generating generate VBG 10599 37 111 different different JJ 10599 37 112 kinds kind NNS 10599 37 113 of of IN 10599 37 114 reports report NNS 10599 37 115 , , , 10599 37 116 as as RB 10599 37 117 well well RB 10599 37 118 as as IN 10599 37 119 user user NN 10599 37 120 reminders.9 reminders.9 . 10599 37 121 The the DT 10599 37 122 reporting report VBG 10599 37 123 module module NN 10599 37 124 of of IN 10599 37 125 BISIS BISIS NNP 10599 37 126 is be VBZ 10599 37 127 implemented implement VBN 10599 37 128 using use VBG 10599 37 129 the the DT 10599 37 130 JasperReports JasperReports NNP 10599 37 131 tool.10 tool.10 NNP 10599 37 132 However however RB 10599 37 133 , , , 10599 37 134 this this DT 10599 37 135 module module NN 10599 37 136 has have VBZ 10599 37 137 some some DT 10599 37 138 limitations limitation NNS 10599 37 139 due due JJ 10599 37 140 to to IN 10599 37 141 the the DT 10599 37 142 fact fact NN 10599 37 143 that that IN 10599 37 144 BISIS BISIS NNP 10599 37 145 works work VBZ 10599 37 146 only only RB 10599 37 147 with with IN 10599 37 148 a a DT 10599 37 149 transactional transactional JJ 10599 37 150 database database NN 10599 37 151 and and CC 10599 37 152 does do VBZ 10599 37 153 not not RB 10599 37 154 cope cope VB 10599 37 155 well well RB 10599 37 156 with with IN 10599 37 157 complex complex JJ 10599 37 158 reports report NNS 10599 37 159 . . . 10599 38 1 Firstly firstly RB 10599 38 2 , , , 10599 38 3 in in IN 10599 38 4 order order NN 10599 38 5 to to TO 10599 38 6 generate generate VB 10599 38 7 reports report NNS 10599 38 8 regarding regard VBG 10599 38 9 library library NN 10599 38 10 collections collection NNS 10599 38 11 , , , 10599 38 12 it -PRON- PRP 10599 38 13 is be VBZ 10599 38 14 necessary necessary JJ 10599 38 15 to to TO 10599 38 16 process process VB 10599 38 17 all all DT 10599 38 18 bibliographic bibliographic JJ 10599 38 19 records record NNS 10599 38 20 stored store VBN 10599 38 21 in in IN 10599 38 22 that that DT 10599 38 23 transactional transactional JJ 10599 38 24 database database NN 10599 38 25 . . . 10599 39 1 This this DT 10599 39 2 activity activity NN 10599 39 3 significantly significantly RB 10599 39 4 burdens burden VBZ 10599 39 5 the the DT 10599 39 6 system system NN 10599 39 7 and and CC 10599 39 8 reduces reduce VBZ 10599 39 9 its -PRON- PRP$ 10599 39 10 performance performance NN 10599 39 11 . . . 10599 40 1 To to TO 10599 40 2 avoid avoid VB 10599 40 3 this this DT 10599 40 4 , , , 10599 40 5 reports report NNS 10599 40 6 are be VBP 10599 40 7 prepared prepare VBN 10599 40 8 in in IN 10599 40 9 advance advance NN 10599 40 10 outside outside IN 10599 40 11 working working NN 10599 40 12 hours hour NNS 10599 40 13 , , , 10599 40 14 usually usually RB 10599 40 15 at at IN 10599 40 16 night night NN 10599 40 17 . . . 10599 41 1 Consequently consequently RB 10599 41 2 , , , 10599 41 3 those those DT 10599 41 4 reports report NNS 10599 41 5 include include VBP 10599 41 6 only only RB 10599 41 7 data datum NNS 10599 41 8 collected collect VBN 10599 41 9 before before IN 10599 41 10 report report NN 10599 41 11 generation generation NN 10599 41 12 . . . 10599 42 1 Creating create VBG 10599 42 2 reports report NNS 10599 42 3 in in IN 10599 42 4 this this DT 10599 42 5 manner manner NN 10599 42 6 greatly greatly RB 10599 42 7 reduces reduce VBZ 10599 42 8 system system NN 10599 42 9 load load NN 10599 42 10 and and CC 10599 42 11 speeds speed VBZ 10599 42 12 up up RP 10599 42 13 presentation presentation NN 10599 42 14 of of IN 10599 42 15 the the DT 10599 42 16 reports report NNS 10599 42 17 because 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10599 45 12 a a DT 10599 45 13 set set NN 10599 45 14 of of IN 10599 45 15 predefined predefine VBN 10599 45 16 reports report NNS 10599 45 17 and and CC 10599 45 18 the the DT 10599 45 19 creation creation NN 10599 45 20 of of IN 10599 45 21 new new JJ 10599 45 22 reports report NNS 10599 45 23 requires require VBZ 10599 45 24 additional additional JJ 10599 45 25 development development NN 10599 45 26 . . . 10599 46 1 In in IN 10599 46 2 the the DT 10599 46 3 current current JJ 10599 46 4 deployment deployment NN 10599 46 5 it -PRON- PRP 10599 46 6 is be VBZ 10599 46 7 not not RB 10599 46 8 possible possible JJ 10599 46 9 to to TO 10599 46 10 add add VB 10599 46 11 new new JJ 10599 46 12 reports report NNS 10599 46 13 without without IN 10599 46 14 engaging engage VBG 10599 46 15 software software NN 10599 46 16 developers developer NNS 10599 46 17 . . . 10599 47 1 Also also RB 10599 47 2 , , , 10599 47 3 an an DT 10599 47 4 additional additional JJ 10599 47 5 obstacle obstacle NN 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23 data datum NNS 10599 50 24 warehouse warehouse NN 10599 50 25 and and CC 10599 50 26 OLAP OLAP NNP 10599 50 27 tools tool NNS 10599 50 28 , , , 10599 50 29 could could MD 10599 50 30 improve improve VB 10599 50 31 analytical analytical JJ 10599 50 32 data datum NNS 10599 50 33 processing processing NN 10599 50 34 in in IN 10599 50 35 the the DT 10599 50 36 libraries library NNS 10599 50 37 using use VBG 10599 50 38 BISIS bisi NNS 10599 50 39 . . . 10599 51 1 RELATED related JJ 10599 51 2 WORK work NN 10599 51 3 One one CD 10599 51 4 of of IN 10599 51 5 the the DT 10599 51 6 basic basic JJ 10599 51 7 components component NNS 10599 51 8 of of IN 10599 51 9 the the DT 10599 51 10 business business NN 10599 51 11 intelligence intelligence NN 10599 51 12 system system NN 10599 51 13 is be VBZ 10599 51 14 a a DT 10599 51 15 data data NN 10599 51 16 warehouse warehouse NN 10599 51 17 . . . 10599 52 1 A a DT 10599 52 2 data data NN 10599 52 3 warehouse warehouse NN 10599 52 4 is be VBZ 10599 52 5 a a DT 10599 52 6 centralized centralized JJ 10599 52 7 database database NN 10599 52 8 that that WDT 10599 52 9 stores store VBZ 10599 52 10 historical historical JJ 10599 52 11 data datum NNS 10599 52 12 . . . 10599 53 1 Those those DT 10599 53 2 data datum NNS 10599 53 3 are be VBP 10599 53 4 in in IN 10599 53 5 principle principle NN 10599 53 6 unchangeable unchangeable JJ 10599 53 7 and and CC 10599 53 8 they -PRON- PRP 10599 53 9 are be VBP 10599 53 10 obtained obtain VBN 10599 53 11 by by IN 10599 53 12 collecting collect VBG 10599 53 13 and and CC 10599 53 14 processing process VBG 10599 53 15 data datum NNS 10599 53 16 from from IN 10599 53 17 various various JJ 10599 53 18 data datum NNS 10599 53 19 sources source NNS 10599 53 20 . . . 10599 54 1 Data datum NNS 10599 54 2 warehouses warehouse NNS 10599 54 3 are be VBP 10599 54 4 used use VBN 10599 54 5 as as IN 10599 54 6 support support NN 10599 54 7 for for IN 10599 54 8 making make VBG 10599 54 9 business 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VBN 10599 55 16 data datum NNS 10599 55 17 warehousing warehousing NN 10599 55 18 . . . 10599 56 1 Data datum NNS 10599 56 2 warehousing warehousing NN 10599 56 3 includes include VBZ 10599 56 4 extracting extract VBG 10599 56 5 , , , 10599 56 6 transforming transforming NN 10599 56 7 , , , 10599 56 8 and and CC 10599 56 9 loading loading NN 10599 56 10 ( ( -LRB- 10599 56 11 ETL etl NN 10599 56 12 ) ) -RRB- 10599 56 13 data datum NNS 10599 56 14 into into IN 10599 56 15 data datum NNS 10599 56 16 warehouse.12 warehouse.12 NNP 10599 56 17 The the DT 10599 56 18 goal goal NN 10599 56 19 of of IN 10599 56 20 data datum NNS 10599 56 21 warehousing warehousing NN 10599 56 22 is be VBZ 10599 56 23 to to TO 10599 56 24 extract extract VB 10599 56 25 useful useful JJ 10599 56 26 data datum NNS 10599 56 27 for for IN 10599 56 28 further further JJ 10599 56 29 analysis analysis NN 10599 56 30 from from IN 10599 56 31 the the DT 10599 56 32 huge huge JJ 10599 56 33 amount amount NN 10599 56 34 of of IN 10599 56 35 data datum NNS 10599 56 36 that that WDT 10599 56 37 is be VBZ 10599 56 38 potentially potentially RB 10599 56 39 available available JJ 10599 56 40 . . . 10599 57 1 There there EX 10599 57 2 are be VBP 10599 57 3 different different JJ 10599 57 4 approaches approach NNS 10599 57 5 to to IN 10599 57 6 modeling model VBG 10599 57 7 a a DT 10599 57 8 data data NN 10599 57 9 warehouse warehouse NN 10599 57 10 . . . 10599 58 1 These these DT 10599 58 2 approaches approach NNS 10599 58 3 can can MD 10599 58 4 be be VB 10599 58 5 classified classify VBN 10599 58 6 in in IN 10599 58 7 three three CD 10599 58 8 different different JJ 10599 58 9 paradigms paradigm NNS 10599 58 10 according accord VBG 10599 58 11 to to IN 10599 58 12 the the DT 10599 58 13 origin origin NN 10599 58 14 of of IN 10599 58 15 the the DT 10599 58 16 information information NN 10599 58 17 requirements requirement NNS 10599 58 18 : : : 10599 58 19 ( ( -LRB- 10599 58 20 1 1 LS 10599 58 21 ) ) -RRB- 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60 7 which which WDT 10599 60 8 data datum NNS 10599 60 9 are be VBP 10599 60 10 the the DT 10599 60 11 most most RBS 10599 60 12 relevant relevant JJ 10599 60 13 for for IN 10599 60 14 making make VBG 10599 60 15 business business NN 10599 60 16 decisions decision NNS 10599 60 17 , , , 10599 60 18 or or CC 10599 60 19 which which WDT 10599 60 20 data datum NNS 10599 60 21 should should MD 10599 60 22 be be VB 10599 60 23 part part NN 10599 60 24 of of IN 10599 60 25 the the DT 10599 60 26 data data NN 10599 60 27 warehouse warehouse NN 10599 60 28 . . . 10599 61 1 Alternatively alternatively RB 10599 61 2 , , , 10599 61 3 a a DT 10599 61 4 demand demand NN 10599 61 5 - - HYPH 10599 61 6 driven drive VBN 10599 61 7 approach approach NN 10599 61 8 is be VBZ 10599 61 9 based base VBN 10599 61 10 on on IN 10599 61 11 the the DT 10599 61 12 end end NN 10599 61 13 - - HYPH 10599 61 14 user user NN 10599 61 15 requirements requirement NNS 10599 61 16 which which WDT 10599 61 17 means mean VBZ 10599 61 18 that that IN 10599 61 19 the the DT 10599 61 20 data data NN 10599 61 21 warehouse warehouse NN 10599 61 22 is be VBZ 10599 61 23 modeled model VBN 10599 61 24 in in IN 10599 61 25 a a DT 10599 61 26 way way NN 10599 61 27 that that WDT 10599 61 28 is be VBZ 10599 61 29 possible possible JJ 10599 61 30 to to TO 10599 61 31 get get VB 10599 61 32 answers answer NNS 10599 61 33 to to IN 10599 61 34 the the DT 10599 61 35 questions question NNS 10599 61 36 asked ask VBN 10599 61 37 by by IN 10599 61 38 the the DT 10599 61 39 users user NNS 10599 61 40 . . . 10599 62 1 The the DT 10599 62 2 third third JJ 10599 62 3 approach approach NN 10599 62 4 is be VBZ 10599 62 5 a a DT 10599 62 6 hybrid hybrid JJ 10599 62 7 approach approach NN 10599 62 8 and and CC 10599 62 9 it -PRON- PRP 10599 62 10 combines combine VBZ 10599 62 11 the the DT 10599 62 12 previous previous JJ 10599 62 13 two two CD 10599 62 14 approaches approach NNS 10599 62 15 in in IN 10599 62 16 the the DT 10599 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requirements requirement NNS 10599 64 20 of of IN 10599 64 21 the the DT 10599 64 22 end end NN 10599 64 23 users user NNS 10599 64 24 , , , 10599 64 25 while while IN 10599 64 26 in in IN 10599 64 27 the the DT 10599 64 28 demand demand NN 10599 64 29 - - HYPH 10599 64 30 driven drive VBN 10599 64 31 approach approach NN 10599 64 32 there there EX 10599 64 33 may may MD 10599 64 34 be be VB 10599 64 35 no no DT 10599 64 36 data datum NNS 10599 64 37 to to TO 10599 64 38 fill fill VB 10599 64 39 the the DT 10599 64 40 created create VBN 10599 64 41 data data NN 10599 64 42 warehouse warehouse NN 10599 64 43 . . . 10599 65 1 In in IN 10599 65 2 an an DT 10599 65 3 article article NN 10599 65 4 published publish VBN 10599 65 5 in in IN 10599 65 6 2009 2009 CD 10599 65 7 , , , 10599 65 8 Romero Romero NNP 10599 65 9 and and CC 10599 65 10 Abelló Abelló NNP 10599 65 11 gave give VBD 10599 65 12 an an DT 10599 65 13 overall overall JJ 10599 65 14 view view NN 10599 65 15 of of IN 10599 65 16 the the DT 10599 65 17 research research NN 10599 65 18 in in IN 10599 65 19 the the DT 10599 65 20 field field NN 10599 65 21 of of IN 10599 65 22 dimensional dimensional JJ 10599 65 23 modeling modeling NN 10599 65 24 of of IN 10599 65 25 data datum NNS 10599 65 26 warehouses.13 warehouses.13 NNP 10599 65 27 Various various JJ 10599 65 28 examples example NNS 10599 65 29 of of IN 10599 65 30 implementation implementation NN 10599 65 31 of of IN 10599 65 32 data data NN 10599 65 33 - - HYPH 10599 65 34 warehouse warehouse NN 10599 65 35 solutions solution NNS 10599 65 36 in in IN 10599 65 37 libraries library NNS 10599 65 38 can can MD 10599 65 39 be be VB 10599 65 40 found find VBN 10599 65 41 in in IN 10599 65 42 the the DT 10599 65 43 literature literature NN 10599 65 44 . . . 10599 66 1 In in IN 10599 66 2 2014 2014 CD 10599 66 3 , , , 10599 66 4 Siguenza Siguenza NNP 10599 66 5 - - HYPH 10599 66 6 Guzman Guzman NNP 10599 66 7 et et NNP 10599 66 8 al al NNP 10599 66 9 . . . 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10599 68 38 , , , 10599 68 39 who who WP 10599 68 40 started start VBD 10599 68 41 from from IN 10599 68 42 the the DT 10599 68 43 reports report NNS 10599 68 44 needed need VBN 10599 68 45 by by IN 10599 68 46 public public JJ 10599 68 47 libraries library NNS 10599 68 48 in in IN 10599 68 49 Taiwan Taiwan NNP 10599 68 50 and and CC 10599 68 51 through through IN 10599 68 52 an an DT 10599 68 53 iterative iterative JJ 10599 68 54 methodological methodological JJ 10599 68 55 approach approach NN 10599 68 56 modeled model VBD 10599 68 57 a a DT 10599 68 58 data data NN 10599 68 59 warehouse warehouse NN 10599 68 60 that that WDT 10599 68 61 meets meet VBZ 10599 68 62 all all PDT 10599 68 63 their -PRON- PRP$ 10599 68 64 reporting report VBG 10599 68 65 requirements.15 requirements.15 NNP 10599 68 66 Unlike unlike IN 10599 68 67 the the DT 10599 68 68 previously previously RB 10599 68 69 described describe VBN 10599 68 70 articles article NNS 10599 68 71 where where WRB 10599 68 72 a a 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more RBR 10599 74 6 intuitive intuitive JJ 10599 74 7 and and CC 10599 74 8 user user NN 10599 74 9 - - HYPH 10599 74 10 friendly friendly JJ 10599 74 11 . . . 10599 75 1 The the DT 10599 75 2 dimensional dimensional JJ 10599 75 3 model model NN 10599 75 4 contains contain VBZ 10599 75 5 the the DT 10599 75 6 following follow VBG 10599 75 7 concepts concept NNS 10599 75 8 : : : 10599 75 9 dimensions dimension NNS 10599 75 10 , , , 10599 75 11 facts fact NNS 10599 75 12 , , , 10599 75 13 and and CC 10599 75 14 measures measure NNS 10599 75 15 . . . 10599 76 1 Dimensions dimension NNS 10599 76 2 represent represent VBP 10599 76 3 the the DT 10599 76 4 parameters parameter NNS 10599 76 5 for for IN 10599 76 6 data datum NNS 10599 76 7 analysis analysis NN 10599 76 8 while while IN 10599 76 9 facts fact NNS 10599 76 10 represent represent VBP 10599 76 11 business business NN 10599 76 12 entities entity NNS 10599 76 13 , , , 10599 76 14 business business NN 10599 76 15 transactions transaction NNS 10599 76 16 , , , 10599 76 17 or or CC 10599 76 18 events event NNS 10599 76 19 that that WDT 10599 76 20 can can MD 10599 76 21 be be VB 10599 76 22 used use VBN 10599 76 23 in in IN 10599 76 24 analyzing analyze VBG 10599 76 25 business business NN 10599 76 26 processes process NNS 10599 76 27 . . . 10599 77 1 The the DT 10599 77 2 most most RBS 10599 77 3 commonly commonly RB 10599 77 4 used use VBN 10599 77 5 model model NN 10599 77 6 in in IN 10599 77 7 dimensional dimensional JJ 10599 77 8 modeling modeling NN 10599 77 9 is be VBZ 10599 77 10 the the DT 10599 77 11 star star NN 10599 77 12 model model NN 10599 77 13 . . . 10599 78 1 After after IN 10599 78 2 identifying identify VBG 10599 78 3 the the DT 10599 78 4 facts fact NNS 10599 78 5 and and CC 10599 78 6 dimensions dimension NNS 10599 78 7 , , , 10599 78 8 a a DT 10599 78 9 dimensional dimensional JJ 10599 78 10 model model NN 10599 78 11 almost almost RB 10599 78 12 always always RB 10599 78 13 resembles 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10599 81 2 tables table NNS 10599 81 3 contain contain VBP 10599 81 4 numerical numerical JJ 10599 81 5 data datum NNS 10599 81 6 as as RB 10599 81 7 well well RB 10599 81 8 as as IN 10599 81 9 dimension dimension NN 10599 81 10 tables table NNS 10599 81 11 keys key NNS 10599 81 12 . . . 10599 82 1 The the DT 10599 82 2 measure measure NN 10599 82 3 is be VBZ 10599 82 4 a a DT 10599 82 5 numerical numerical JJ 10599 82 6 attribute attribute NN 10599 82 7 of of IN 10599 82 8 the the DT 10599 82 9 fact fact NN 10599 82 10 table table NN 10599 82 11 and and CC 10599 82 12 can can MD 10599 82 13 be be VB 10599 82 14 obtained obtain VBN 10599 82 15 by by IN 10599 82 16 aggregating aggregate VBG 10599 82 17 data datum NNS 10599 82 18 by by IN 10599 82 19 certain certain JJ 10599 82 20 dimensions dimension NNS 10599 82 21 . . . 10599 83 1 There there EX 10599 83 2 are be VBP 10599 83 3 several several JJ 10599 83 4 approaches approach NNS 10599 83 5 to to IN 10599 83 6 modeling model VBG 10599 83 7 data datum NNS 10599 83 8 warehouse warehouse NN 10599 83 9 and and CC 10599 83 10 we -PRON- PRP 10599 83 11 followed follow VBD 10599 83 12 a a DT 10599 83 13 hybrid hybrid JJ 10599 83 14 approach approach NN 10599 83 15 to to TO 10599 83 16 design design VB 10599 83 17 dimensional dimensional JJ 10599 83 18 models model NNS 10599 83 19 presented present VBN 10599 83 20 in in IN 10599 83 21 this this DT 10599 83 22 article article NN 10599 83 23 . . . 10599 84 1 This this DT 10599 84 2 implies imply VBZ 10599 84 3 that that IN 10599 84 4 both both CC 10599 84 5 the the DT 10599 84 6 existing exist VBG 10599 84 7 data data NN 10599 84 8 sources source NNS 10599 84 9 and and CC 10599 84 10 the the DT 10599 84 11 user user NN 10599 84 12 requirements requirement NNS 10599 84 13 were be VBD 10599 84 14 considered consider VBN 10599 84 15 while while IN 10599 84 16 designing design VBG 10599 84 17 the the DT 10599 84 18 final final JJ 10599 84 19 data data NN 10599 84 20 - - 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97 8 the the DT 10599 97 9 document document NN 10599 97 10 - - HYPH 10599 97 11 oriented orient VBN 10599 97 12 data data NN 10599 97 13 storage storage NN 10599 97 14 approach approach NN 10599 97 15 . . . 10599 98 1 INFORMATION INFORMATION NNP 10599 98 2 TECHNOLOGY technology NN 10599 98 3 AND and CC 10599 98 4 LIBRARIES library NNS 10599 98 5 | | NNS 10599 98 6 DECEMBER2019 december2019 ADD 10599 98 7 102 102 CD 10599 98 8 Analysis Analysis NNP 10599 98 9 of of IN 10599 98 10 User User NNP 10599 98 11 Requirements Requirements NNP 10599 98 12 One one CD 10599 98 13 of of IN 10599 98 14 the the DT 10599 98 15 essential essential JJ 10599 98 16 functionalities functionality NNS 10599 98 17 of of IN 10599 98 18 information information NN 10599 98 19 systems system NNS 10599 98 20 , , , 10599 98 21 including include VBG 10599 98 22 library library NN 10599 98 23 management management NN 10599 98 24 systems system NNS 10599 98 25 , , , 10599 98 26 is be VBZ 10599 98 27 to to TO 10599 98 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DT 10599 119 6 dimension dimension NN 10599 119 7 table table NN 10599 119 8 containing contain VBG 10599 119 9 bibliographic bibliographic JJ 10599 119 10 data datum NNS 10599 119 11 from from IN 10599 119 12 bibliographic bibliographic JJ 10599 119 13 records record NNS 10599 119 14 . . . 10599 120 1 Only only JJ 10599 120 2 data datum NNS 10599 120 3 that that WDT 10599 120 4 are be VBP 10599 120 5 needed need VBN 10599 120 6 for for IN 10599 120 7 reports report NNS 10599 120 8 are be VBP 10599 120 9 extracted extract VBN 10599 120 10 from from IN 10599 120 11 bibliographic bibliographic JJ 10599 120 12 records record NNS 10599 120 13 and and CC 10599 120 14 stored store VBN 10599 120 15 in in IN 10599 120 16 this this DT 10599 120 17 table table NN 10599 120 18 . . . 10599 121 1 Those those DT 10599 121 2 data datum NNS 10599 121 3 refer refer VBP 10599 121 4 to to IN 10599 121 5 the the DT 10599 121 6 name name NN 10599 121 7 of of IN 10599 121 8 the the DT 10599 121 9 author 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Acquisition Acquisition NNP 10599 122 3 table table NN 10599 122 4 represents represent VBZ 10599 122 5 a a DT 10599 122 6 dimension dimension NN 10599 122 7 that that WDT 10599 122 8 describes describe VBZ 10599 122 9 the the DT 10599 122 10 publication publication NN 10599 122 11 's 's POS 10599 122 12 acquisition acquisition NN 10599 122 13 data datum NNS 10599 122 14 such such JJ 10599 122 15 as as IN 10599 122 16 a a DT 10599 122 17 retail retail JJ 10599 122 18 price price NN 10599 122 19 , , , 10599 122 20 the the DT 10599 122 21 name name NN 10599 122 22 of of IN 10599 122 23 the the DT 10599 122 24 supplier supplier NN 10599 122 25 , , , 10599 122 26 and and CC 10599 122 27 the the DT 10599 122 28 invoice invoice NN 10599 122 29 number number NN 10599 122 30 . . . 10599 123 1 The the DT 10599 123 2 Location location NN 10599 123 3 table table NN 10599 123 4 describes describe VBZ 10599 123 5 departments department NNS 10599 123 6 within within IN 10599 123 7 the the DT 10599 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JJ 10599 133 20 role role NN 10599 133 21 in in IN 10599 133 22 generating generate VBG 10599 133 23 those those DT 10599 133 24 reports report NNS 10599 133 25 . . . 10599 134 1 All all DT 10599 134 2 reports report NNS 10599 134 3 from from IN 10599 134 4 this this DT 10599 134 5 group group NN 10599 134 6 are be VBP 10599 134 7 created create VBN 10599 134 8 by by IN 10599 134 9 counting count VBG 10599 134 10 acquisition acquisition NN 10599 134 11 numbers number NNS 10599 134 12 of of IN 10599 134 13 borrowed borrow VBN 10599 134 14 items item NNS 10599 134 15 and and CC 10599 134 16 displaying display VBG 10599 134 17 data datum NNS 10599 134 18 related relate VBN 10599 134 19 to to IN 10599 134 20 those those DT 10599 134 21 checkouts checkout NNS 10599 134 22 . . . 10599 135 1 Therefore therefore RB 10599 135 2 , , , 10599 135 3 in in IN 10599 135 4 this this DT 10599 135 5 dimensional dimensional JJ 10599 135 6 model model NN 10599 135 7 , , , 10599 135 8 the the DT 10599 135 9 acquisition acquisition NN 10599 135 10 number number NN 10599 135 11 is be VBZ 10599 135 12 a a DT 10599 135 13 measure measure NN 10599 135 14 . . . 10599 136 1 The the DT 10599 136 2 central central JJ 10599 136 3 table table NN 10599 136 4 in in IN 10599 136 5 the the DT 10599 136 6 model model NN 10599 136 7 is be VBZ 10599 136 8 the the DT 10599 136 9 Lending Lending NNP 10599 136 10 table table NN 10599 136 11 and and CC 10599 136 12 is be VBZ 10599 136 13 presented present VBN 10599 136 14 as as IN 10599 136 15 a a DT 10599 136 16 fact fact NN 10599 136 17 table table NN 10599 136 18 . . . 10599 137 1 This this DT 10599 137 2 table table NN 10599 137 3 contains contain VBZ 10599 137 4 the the DT 10599 137 5 acquisition acquisition NN 10599 137 6 number number NN 10599 137 7 of of IN 10599 137 8 the the DT 10599 137 9 borrowed borrow VBN 10599 137 10 item item NN 10599 137 11 and and CC 10599 137 12 foreign foreign JJ 10599 137 13 keys key NNS 10599 137 14 from from IN 10599 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a a DT 10599 141 6 subset subset NN 10599 141 7 of of IN 10599 141 8 circulation circulation NN 10599 141 9 data datum NNS 10599 141 10 from from IN 10599 141 11 transactional transactional JJ 10599 141 12 database database NN 10599 141 13 . . . 10599 142 1 The the DT 10599 142 2 Location location NN 10599 142 3 table table NN 10599 142 4 describes describe VBZ 10599 142 5 departments department NNS 10599 142 6 within within IN 10599 142 7 the the DT 10599 142 8 library library NN 10599 142 9 where where WRB 10599 142 10 items item NNS 10599 142 11 are be VBP 10599 142 12 borrowed borrow VBN 10599 142 13 . . . 10599 143 1 The the DT 10599 143 2 Date Date NNP 10599 143 3 table table NN 10599 143 4 represents represent VBZ 10599 143 5 the the DT 10599 143 6 time time NN 10599 143 7 dimension dimension NN 10599 143 8 . . . 10599 144 1 The the DT 10599 144 2 data datum NNS 10599 144 3 in in IN 10599 144 4 the the DT 10599 144 5 Date Date NNP 10599 144 6 table table NN 10599 144 7 are be 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library library JJ 10599 146 5 circulation circulation NN 10599 146 6 data datum NNS 10599 146 7 . . . 10599 147 1 Model Model NNP 10599 147 2 Describing Describing NNP 10599 147 3 Members member NNS 10599 147 4 ’ ’ POS 10599 147 5 Data datum NNS 10599 147 6 A a DT 10599 147 7 dimensional dimensional JJ 10599 147 8 model model NN 10599 147 9 of of IN 10599 147 10 the the DT 10599 147 11 BISIS BISIS NNP 10599 147 12 data datum NNS 10599 147 13 warehouse warehouse NN 10599 147 14 used use VBN 10599 147 15 for for IN 10599 147 16 the the DT 10599 147 17 analytical analytical JJ 10599 147 18 processing processing NN 10599 147 19 of of IN 10599 147 20 members member NNS 10599 147 21 ’ ’ POS 10599 147 22 data datum NNS 10599 147 23 is be VBZ 10599 147 24 shown show VBN 10599 147 25 in in IN 10599 147 26 figure figure NN 10599 147 27 3 3 CD 10599 147 28 . . . 10599 148 1 Data datum NNS 10599 148 2 from from IN 10599 148 3 this this DT 10599 148 4 model model NN 10599 148 5 are be VBP 10599 148 6 used use VBN 10599 148 7 for for IN 10599 148 8 generating generate VBG 10599 148 9 statistical statistical JJ 10599 148 10 reports report NNS 10599 148 11 on on IN 10599 148 12 library library NN 10599 148 13 members member NNS 10599 148 14 , , , 10599 148 15 as as RB 10599 148 16 well well RB 10599 148 17 as as IN 10599 148 18 for for IN 10599 148 19 generating generate VBG 10599 148 20 financial financial JJ 10599 148 21 reports report NNS 10599 148 22 based base VBN 10599 148 23 on on IN 10599 148 24 membership membership NN 10599 148 25 fees fee NNS 10599 148 26 . . . 10599 149 1 Examples example NNS 10599 149 2 of of IN 10599 149 3 such such JJ 10599 149 4 reports report NNS 10599 149 5 are be VBP 10599 149 6 the the DT 10599 149 7 number number NN 10599 149 8 of of IN 10599 149 9 members member NNS 10599 149 10 according accord VBG 10599 149 11 to to IN 10599 149 12 different different JJ 10599 149 13 criteria criterion NNS 10599 149 14 ( ( -LRB- 10599 149 15 such such JJ 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describe VBZ 10599 158 5 departments department NNS 10599 158 6 within within IN 10599 158 7 the the DT 10599 158 8 library library NN 10599 158 9 where where WRB 10599 158 10 user user NN 10599 158 11 registration registration NN 10599 158 12 is be VBZ 10599 158 13 performed perform VBN 10599 158 14 . . . 10599 159 1 The the DT 10599 159 2 table table NN 10599 159 3 Date date NN 10599 159 4 represents represent VBZ 10599 159 5 the the DT 10599 159 6 time time NN 10599 159 7 dimension dimension NN 10599 159 8 . . . 10599 160 1 Data datum NNS 10599 160 2 in in IN 10599 160 3 the the DT 10599 160 4 table table NN 10599 160 5 Date date NN 10599 160 6 are be VBP 10599 160 7 based base VBN 10599 160 8 on on IN 10599 160 9 the the DT 10599 160 10 registration registration NN 10599 160 11 date date NN 10599 160 12 and and CC 10599 160 13 the the DT 10599 160 14 date date NN 10599 160 15 of of IN 10599 160 16 the the DT 10599 160 17 membership membership NN 10599 160 18 expiration expiration 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Processing NNP 10599 167 22 ( ( -LRB- 10599 167 23 OLAP OLAP NNP 10599 167 24 ) ) -RRB- 10599 167 25 tools tool NNS 10599 167 26 can can MD 10599 167 27 be be VB 10599 167 28 used.18 used.18 NNP 10599 167 29 The the DT 10599 167 30 usage usage NN 10599 167 31 of of IN 10599 167 32 OLAP OLAP NNP 10599 167 33 tools tool NNS 10599 167 34 does do VBZ 10599 167 35 not not RB 10599 167 36 BUSINESS business VB 10599 167 37 INTELLIGENCE INTELLIGENCE NNP 10599 167 38 IN in IN 10599 167 39 THE the DT 10599 167 40 SERVICE service NN 10599 167 41 OF of IN 10599 167 42 LIBRARIES LIBRARIES NNP 10599 167 43 |TEŠENDIĆ |TEŠENDIĆ NNP 10599 167 44 AND and CC 10599 167 45 KRSTIĆEV KRSTIĆEV NNP 10599 167 46 107 107 CD 10599 167 47 https://doi.org/10.6017/ital.v38i4.10599 https://doi.org/10.6017/ital.v38i4.10599 PRP 10599 167 48 require require VB 10599 167 49 a a DT 10599 167 50 lot lot NN 10599 167 51 of of IN 10599 167 52 programming program VBG 10599 167 53 knowledge knowledge NN 10599 167 54 in in IN 10599 167 55 comparison comparison NN 10599 167 56 to to IN 10599 167 57 tools tool NNS 10599 167 58 used use VBN 10599 167 59 for for IN 10599 167 60 querying query VBG 10599 167 61 transactional transactional JJ 10599 167 62 databases database NNS 10599 167 63 . . . 10599 168 1 The the DT 10599 168 2 interface interface NN 10599 168 3 of of IN 10599 168 4 OLAP OLAP NNP 10599 168 5 tools tool NNS 10599 168 6 should should MD 10599 168 7 provide provide VB 10599 168 8 a a DT 10599 168 9 user user NN 10599 168 10 with with IN 10599 168 11 a a DT 10599 168 12 comfortable comfortable JJ 10599 168 13 working working NN 10599 168 14 environment environment NN 10599 168 15 to to TO 10599 168 16 perform perform VB 10599 168 17 analytical analytical JJ 10599 168 18 operations operation NNS 10599 168 19 and and CC 10599 168 20 to to TO 10599 168 21 visualize visualize VB 10599 168 22 query query NN 10599 168 23 results result NNS 10599 168 24 without without IN 10599 168 25 knowing know VBG 10599 168 26 programming programming NN 10599 168 27 techniques technique NNS 10599 168 28 or or CC 10599 168 29 structure structure NN 10599 168 30 of of IN 10599 168 31 transactional transactional JJ 10599 168 32 database database NN 10599 168 33 . . . 10599 169 1 There there EX 10599 169 2 are be VBP 10599 169 3 various various JJ 10599 169 4 OLAP OLAP NNP 10599 169 5 tools tool NNS 10599 169 6 available available JJ 10599 169 7 on on IN 10599 169 8 the the DT 10599 169 9 market.19 market.19 NNP 10599 169 10 When when WRB 10599 169 11 choosing choose VBG 10599 169 12 an an DT 10599 169 13 OLAP OLAP NNP 10599 169 14 tool tool NN 10599 169 15 to to TO 10599 169 16 be be VB 10599 169 17 used use VBN 10599 169 18 in in IN 10599 169 19 an an DT 10599 169 20 organization organization NN 10599 169 21 , , , 10599 169 22 there there EX 10599 169 23 are be VBP 10599 169 24 several several JJ 10599 169 25 important important JJ 10599 169 26 criteria criterion NNS 10599 169 27 to to TO 10599 169 28 consider consider VB 10599 169 29 : : : 10599 169 30 the the DT 10599 169 31 duration duration NN 10599 169 32 of of IN 10599 169 33 query query NNP 10599 169 34 execution execution NN 10599 169 35 , , , 10599 169 36 user user NN 10599 169 37 - - HYPH 10599 169 38 oriented orient VBN 10599 169 39 interface interface NN 10599 169 40 , , , 10599 169 41 the the DT 10599 169 42 possibility possibility NN 10599 169 43 of of IN 10599 169 44 interactive interactive JJ 10599 169 45 reports report NNS 10599 169 46 , , , 10599 169 47 price price NN 10599 169 48 of of IN 10599 169 49 tool tool NN 10599 169 50 , , , 10599 169 51 automation automation NN 10599 169 52 of of IN 10599 169 53 the the DT 10599 169 54 ETL etl NN 10599 169 55 process process NN 10599 169 56 , , , 10599 169 57 etc.20Pentaho etc.20Pentaho NNP 10599 169 58 BI BI NNP 10599 169 59 system system NN 10599 169 60 is be VBZ 10599 169 61 one one CD 10599 169 62 of of IN 10599 169 63 the the DT 10599 169 64 open open JJ 10599 169 65 - - HYPH 10599 169 66 source source NN 10599 169 67 OLAP olap NN 10599 169 68 tools tool NNS 10599 169 69 which which WDT 10599 169 70 satisfies satisfy VBZ 10599 169 71 most most JJS 10599 169 72 of of IN 10599 169 73 those those DT 10599 169 74 criteria criterion NNS 10599 169 75 . . . 10599 170 1 Among among IN 10599 170 2 various various JJ 10599 170 3 features feature NNS 10599 170 4 , , , 10599 170 5 Pentaho Pentaho NNP 10599 170 6 supports support VBZ 10599 170 7 creation creation NN 10599 170 8 of of IN 10599 170 9 ETL etl NN 10599 170 10 processes process NNS 10599 170 11 , , , 10599 170 12 data datum NNS 10599 170 13 analysis analysis NN 10599 170 14 , , , 10599 170 15 and and CC 10599 170 16 reporting.21 reporting.21 NNP 10599 170 17 Implementation implementation NN 10599 170 18 of of IN 10599 170 19 ETL etl NN 10599 170 20 processes process NNS 10599 170 21 can can MD 10599 170 22 be be VB 10599 170 23 a a DT 10599 170 24 challenging challenging JJ 10599 170 25 task task NN 10599 170 26 primarily primarily RB 10599 170 27 because because IN 10599 170 28 of of IN 10599 170 29 the the DT 10599 170 30 nature nature NN 10599 170 31 of of IN 10599 170 32 the the DT 10599 170 33 source source NN 10599 170 34 systems system NNS 10599 170 35 . . . 10599 171 1 We -PRON- PRP 10599 171 2 used use VBD 10599 171 3 Pentaho Pentaho NNP 10599 171 4 tool tool NN 10599 171 5 to to TO 10599 171 6 transform transform VB 10599 171 7 data datum NNS 10599 171 8 from from IN 10599 171 9 BISIS BISIS NNP 10599 171 10 to to IN 10599 171 11 the the DT 10599 171 12 data data NN 10599 171 13 warehouse warehouse NN 10599 171 14 , , , 10599 171 15 as as RB 10599 171 16 well well RB 10599 171 17 as as IN 10599 171 18 to to TO 10599 171 19 visualize visualize VB 10599 171 20 data datum NNS 10599 171 21 and and CC 10599 171 22 generate generate VB 10599 171 23 statistical statistical JJ 10599 171 24 reports report NNS 10599 171 25 . . . 10599 172 1 ETL etl NN 10599 172 2 Processes process VBZ 10599 172 3 Modeling model VBG 10599 172 4 After after IN 10599 172 5 creating create VBG 10599 172 6 a a DT 10599 172 7 data data NN 10599 172 8 - - HYPH 10599 172 9 warehouse warehouse NN 10599 172 10 model model NN 10599 172 11 , , , 10599 172 12 it -PRON- PRP 10599 172 13 is be VBZ 10599 172 14 necessary necessary JJ 10599 172 15 to to TO 10599 172 16 load load VB 10599 172 17 data datum NNS 10599 172 18 into into IN 10599 172 19 the the DT 10599 172 20 data data NN 10599 172 21 warehouse warehouse NN 10599 172 22 . . . 10599 173 1 The the DT 10599 173 2 first first JJ 10599 173 3 step step NN 10599 173 4 in in IN 10599 173 5 that that DT 10599 173 6 process process NN 10599 173 7 is be VBZ 10599 173 8 to to TO 10599 173 9 extract extract VB 10599 173 10 data datum NNS 10599 173 11 from from IN 10599 173 12 the the DT 10599 173 13 data data NN 10599 173 14 sources source NNS 10599 173 15 . . . 10599 174 1 Those those DT 10599 174 2 data datum NNS 10599 174 3 may may MD 10599 174 4 not not RB 10599 174 5 be be VB 10599 174 6 in in IN 10599 174 7 accordance accordance NN 10599 174 8 with with IN 10599 174 9 the the DT 10599 174 10 newly newly RB 10599 174 11 created create VBN 10599 174 12 data data NN 10599 174 13 - - HYPH 10599 174 14 warehouse warehouse NN 10599 174 15 model model NN 10599 174 16 and and CC 10599 174 17 appropriate appropriate JJ 10599 174 18 transformations transformation NNS 10599 174 19 of of IN 10599 174 20 data datum NNS 10599 174 21 may may MD 10599 174 22 be be VB 10599 174 23 needed need VBN 10599 174 24 before before IN 10599 174 25 loading loading NN 10599 174 26 . . . 10599 175 1 Regarding regard VBG 10599 175 2 the the DT 10599 175 3 structure structure NN 10599 175 4 of of IN 10599 175 5 the the DT 10599 175 6 data data NN 10599 175 7 sources source NNS 10599 175 8 , , , 10599 175 9 transformations transformation NNS 10599 175 10 can can MD 10599 175 11 be be VB 10599 175 12 implemented implement VBN 10599 175 13 from from IN 10599 175 14 scratch scratch NN 10599 175 15 , , , 10599 175 16 or or CC 10599 175 17 by by IN 10599 175 18 using use VBG 10599 175 19 dedicated dedicated JJ 10599 175 20 OLAP olap NN 10599 175 21 tools tool NNS 10599 175 22 . . . 10599 176 1 Both both DT 10599 176 2 techniques technique NNS 10599 176 3 are be VBP 10599 176 4 used use VBN 10599 176 5 in in IN 10599 176 6 the the DT 10599 176 7 development development NN 10599 176 8 of of IN 10599 176 9 our -PRON- PRP$ 10599 176 10 data data NN 10599 176 11 warehouse warehouse NN 10599 176 12 . . . 10599 177 1 Transformations transformation NNS 10599 177 2 that that WDT 10599 177 3 required require VBD 10599 177 4 data datum NNS 10599 177 5 from from IN 10599 177 6 bibliographic bibliographic JJ 10599 177 7 records record NNS 10599 177 8 were be VBD 10599 177 9 implemented implement VBN 10599 177 10 from from IN 10599 177 11 scratch scratch NN 10599 177 12 because because RB 10599 177 13 of of IN 10599 177 14 complex complex JJ 10599 177 15 data data NN 10599 177 16 structure structure NN 10599 177 17 , , , 10599 177 18 while while IN 10599 177 19 transformations transformation NNS 10599 177 20 that that WDT 10599 177 21 processed process VBD 10599 177 22 data datum NNS 10599 177 23 from from IN 10599 177 24 relational relational NNP 10599 177 25 database database NN 10599 177 26 are be VBP 10599 177 27 implemented implement VBN 10599 177 28 using use VBG 10599 177 29 Pentaho Pentaho NNP 10599 177 30 Data Data NNP 10599 177 31 Integration Integration NNP 10599 177 32 ( ( -LRB- 10599 177 33 PDI PDI NNP 10599 177 34 ) ) -RRB- 10599 177 35 tool tool NN 10599 177 36 . . . 10599 178 1 PDI PDI NNP 10599 178 2 is be VBZ 10599 178 3 a a DT 10599 178 4 graphical graphical JJ 10599 178 5 tool tool NN 10599 178 6 that that WDT 10599 178 7 enables enable VBZ 10599 178 8 designing design VBG 10599 178 9 and and CC 10599 178 10 testing test VBG 10599 178 11 ETL etl NN 10599 178 12 processes process NNS 10599 178 13 without without IN 10599 178 14 writing write VBG 10599 178 15 programming programming NN 10599 178 16 code code NN 10599 178 17 . . . 10599 179 1 Figures figure NNS 10599 179 2 4 4 CD 10599 179 3 and and CC 10599 179 4 5 5 CD 10599 179 5 show show VBP 10599 179 6 an an DT 10599 179 7 example example NN 10599 179 8 of of IN 10599 179 9 transformations transformation NNS 10599 179 10 created create VBN 10599 179 11 and and CC 10599 179 12 executed execute VBN 10599 179 13 by by IN 10599 179 14 that that DT 10599 179 15 tool tool NN 10599 179 16 . . . 10599 180 1 Those those DT 10599 180 2 transformations transformation NNS 10599 180 3 have have VBP 10599 180 4 been be VBN 10599 180 5 applied apply VBN 10599 180 6 to to TO 10599 180 7 load load NN 10599 180 8 members member NNS 10599 180 9 ’ ’ POS 10599 180 10 data datum NNS 10599 180 11 from from IN 10599 180 12 BISIS BISIS NNP 10599 180 13 relational relational NNP 10599 180 14 database database NN 10599 180 15 into into IN 10599 180 16 the the DT 10599 180 17 data data NN 10599 180 18 warehouse warehouse NN 10599 180 19 . . . 10599 181 1 Figure figure NN 10599 181 2 4 4 CD 10599 181 3 . . . 10599 182 1 Transformations transformation NNS 10599 182 2 for for IN 10599 182 3 loading loading NN 10599 182 4 members member NNS 10599 182 5 data datum NNS 10599 182 6 . . . 10599 183 1 INFORMATION INFORMATION NNP 10599 183 2 TECHNOLOGY technology NN 10599 183 3 AND and CC 10599 183 4 LIBRARIES library NNS 10599 183 5 | | NNS 10599 183 6 DECEMBER2019 december2019 NN 10599 183 7 108 108 CD 10599 183 8 Figure Figure NNP 10599 183 9 5 5 CD 10599 183 10 . . . 10599 184 1 The the DT 10599 184 2 MembershipTransformation MembershipTransformation NNP 10599 184 3 process process NN 10599 184 4 . . . 10599 185 1 An an DT 10599 185 2 issue issue NN 10599 185 3 that that WDT 10599 185 4 may may MD 10599 185 5 arise arise VB 10599 185 6 after after IN 10599 185 7 an an DT 10599 185 8 initial initial JJ 10599 185 9 loading loading NN 10599 185 10 of of IN 10599 185 11 a a DT 10599 185 12 data data NN 10599 185 13 warehouse warehouse NN 10599 185 14 relates relate VBZ 10599 185 15 to to IN 10599 185 16 updating update VBG 10599 185 17 the the DT 10599 185 18 data data NN 10599 185 19 warehouse warehouse NN 10599 185 20 . . . 10599 186 1 In in IN 10599 186 2 order order NN 10599 186 3 to to TO 10599 186 4 achieve achieve VB 10599 186 5 a a DT 10599 186 6 better well JJR 10599 186 7 performance performance NN 10599 186 8 of of IN 10599 186 9 transactional transactional JJ 10599 186 10 databases database NNS 10599 186 11 , , , 10599 186 12 updates update NNS 10599 186 13 of of IN 10599 186 14 the the DT 10599 186 15 data datum NNS 10599 186 16 warehouse warehouse NN 10599 186 17 should should MD 10599 186 18 not not RB 10599 186 19 be be VB 10599 186 20 performed perform VBN 10599 186 21 in in IN 10599 186 22 real real JJ 10599 186 23 time time NN 10599 186 24 . . . 10599 187 1 In in IN 10599 187 2 the the DT 10599 187 3 case case NN 10599 187 4 of of IN 10599 187 5 library library JJ 10599 187 6 management management NN 10599 187 7 systems system NNS 10599 187 8 , , , 10599 187 9 those those DT 10599 187 10 updates update NNS 10599 187 11 can can MD 10599 187 12 be be VB 10599 187 13 performed perform VBN 10599 187 14 outside outside IN 10599 187 15 of of IN 10599 187 16 working work VBG 10599 187 17 hours hour NNS 10599 187 18 so so IN 10599 187 19 data datum NNS 10599 187 20 in in IN 10599 187 21 the the DT 10599 187 22 data data NN 10599 187 23 warehouse warehouse NN 10599 187 24 will will MD 10599 187 25 be be VB 10599 187 26 up up IN 10599 187 27 to to IN 10599 187 28 date date NN 10599 187 29 on on IN 10599 187 30 a a DT 10599 187 31 daily daily JJ 10599 187 32 basis basis NN 10599 187 33 . . . 10599 188 1 An an DT 10599 188 2 update update NN 10599 188 3 algorithm algorithm NN 10599 188 4 can can MD 10599 188 5 be be VB 10599 188 6 defined define VBN 10599 188 7 as as IN 10599 188 8 an an DT 10599 188 9 ETL etl NN 10599 188 10 process process NN 10599 188 11 using use VBG 10599 188 12 OLAP OLAP NNP 10599 188 13 tools tool NNS 10599 188 14 or or CC 10599 188 15 it -PRON- PRP 10599 188 16 can can MD 10599 188 17 be be VB 10599 188 18 implemented implement VBN 10599 188 19 from from IN 10599 188 20 scratch scratch NN 10599 188 21 . . . 10599 189 1 Data datum NNS 10599 189 2 Visualization visualization NN 10599 189 3 The the DT 10599 189 4 basic basic JJ 10599 189 5 task task NN 10599 189 6 of of IN 10599 189 7 OLAP OLAP NNP 10599 189 8 tools tool NNS 10599 189 9 is be VBZ 10599 189 10 to to TO 10599 189 11 enable enable VB 10599 189 12 visualization visualization NN 10599 189 13 of of IN 10599 189 14 data datum NNS 10599 189 15 stored store VBN 10599 189 16 in in IN 10599 189 17 a a DT 10599 189 18 data data NN 10599 189 19 warehouse warehouse NN 10599 189 20 . . . 10599 190 1 The the DT 10599 190 2 OLAP OLAP NNP 10599 190 3 tools tool NNS 10599 190 4 use use VBP 10599 190 5 multidimensional multidimensional JJ 10599 190 6 data datum NNS 10599 190 7 representation representation NN 10599 190 8 , , , 10599 190 9 known know VBN 10599 190 10 as as IN 10599 190 11 a a DT 10599 190 12 cube cube NN 10599 190 13 , , , 10599 190 14 which which WDT 10599 190 15 allows allow VBZ 10599 190 16 a a DT 10599 190 17 user user NN 10599 190 18 to to TO 10599 190 19 analyze analyze VB 10599 190 20 data datum NNS 10599 190 21 from from IN 10599 190 22 different different JJ 10599 190 23 perspectives perspective NNS 10599 190 24 . . . 10599 191 1 OLAP olap NN 10599 191 2 cubes cube NNS 10599 191 3 are be VBP 10599 191 4 built build VBN 10599 191 5 on on IN 10599 191 6 dimensional dimensional JJ 10599 191 7 models model NNS 10599 191 8 of of IN 10599 191 9 a a DT 10599 191 10 data data NN 10599 191 11 warehouse warehouse NN 10599 191 12 and and CC 10599 191 13 consist consist VB 10599 191 14 of of IN 10599 191 15 dimensions dimension NNS 10599 191 16 and and CC 10599 191 17 measures measure NNS 10599 191 18 . . . 10599 192 1 Dimensions dimension NNS 10599 192 2 form form VBP 10599 192 3 the the DT 10599 192 4 cube cube NN 10599 192 5 structure structure NN 10599 192 6 and and CC 10599 192 7 each each DT 10599 192 8 cell cell NN 10599 192 9 of of IN 10599 192 10 the the DT 10599 192 11 cube cube NN 10599 192 12 holds hold VBZ 10599 192 13 a a DT 10599 192 14 measure measure NN 10599 192 15 . . . 10599 193 1 Measures measure NNS 10599 193 2 are be VBP 10599 193 3 derived derive VBN 10599 193 4 from from IN 10599 193 5 the the DT 10599 193 6 records record NNS 10599 193 7 in in IN 10599 193 8 the the DT 10599 193 9 fact fact NN 10599 193 10 table table NN 10599 193 11 and and CC 10599 193 12 dimensions dimension NNS 10599 193 13 are be VBP 10599 193 14 derived derive VBN 10599 193 15 from from IN 10599 193 16 the the DT 10599 193 17 dimension dimension NN 10599 193 18 tables table NNS 10599 193 19 . . . 10599 194 1 OLAP olap NN 10599 194 2 tools tool NNS 10599 194 3 allow allow VBP 10599 194 4 a a DT 10599 194 5 user user NN 10599 194 6 to to TO 10599 194 7 select select VB 10599 194 8 a a DT 10599 194 9 part part NN 10599 194 10 of of IN 10599 194 11 the the DT 10599 194 12 OLAP OLAP NNP 10599 194 13 cube cube NN 10599 194 14 by by IN 10599 194 15 setting set VBG 10599 194 16 an an DT 10599 194 17 appropriate appropriate JJ 10599 194 18 query query NN 10599 194 19 and and CC 10599 194 20 that that DT 10599 194 21 part part NN 10599 194 22 can can MD 10599 194 23 be be VB 10599 194 24 further further RB 10599 194 25 analyzed analyze VBN 10599 194 26 by by IN 10599 194 27 different different JJ 10599 194 28 dimensions dimension NNS 10599 194 29 . . . 10599 195 1 This this DT 10599 195 2 process process NN 10599 195 3 is be VBZ 10599 195 4 performed perform VBN 10599 195 5 by by IN 10599 195 6 applying apply VBG 10599 195 7 common common JJ 10599 195 8 operations operation NNS 10599 195 9 on on IN 10599 195 10 the the DT 10599 195 11 cube cube NN 10599 195 12 which which WDT 10599 195 13 include include VBP 10599 195 14 slice slice NN 10599 195 15 and and CC 10599 195 16 dice dice NNS 10599 195 17 , , , 10599 195 18 drill drill VB 10599 195 19 down down RB 10599 195 20 , , , 10599 195 21 roll roll VB 10599 195 22 up up RP 10599 195 23 , , , 10599 195 24 and and CC 10599 195 25 pivot.22 pivot.22 NNP 10599 195 26 Data Data NNP 10599 195 27 that that WDT 10599 195 28 are be VBP 10599 195 29 results result NNS 10599 195 30 of of IN 10599 195 31 operations operation NNS 10599 195 32 on on IN 10599 195 33 the the DT 10599 195 34 cube cube NN 10599 195 35 can can MD 10599 195 36 be be VB 10599 195 37 visualized visualize VBN 10599 195 38 in in IN 10599 195 39 the the DT 10599 195 40 form form NN 10599 195 41 of of IN 10599 195 42 tables table NNS 10599 195 43 , , , 10599 195 44 charts chart NNS 10599 195 45 , , , 10599 195 46 graphs graphs NN 10599 195 47 , , , 10599 195 48 maps map NNS 10599 195 49 , , , 10599 195 50 etc etc FW 10599 195 51 . . . 10599 196 1 The the DT 10599 196 2 main main JJ 10599 196 3 advantage advantage NN 10599 196 4 of of IN 10599 196 5 OLAP OLAP NNP 10599 196 6 tools tool NNS 10599 196 7 reflects reflect VBZ 10599 196 8 is be VBZ 10599 196 9 that that IN 10599 196 10 end end NN 10599 196 11 users user NNS 10599 196 12 can can MD 10599 196 13 do do VB 10599 196 14 their -PRON- PRP$ 10599 196 15 own own JJ 10599 196 16 analyses analysis NNS 10599 196 17 and and CC 10599 196 18 reporting report VBG 10599 196 19 very very RB 10599 196 20 efficiently efficiently RB 10599 196 21 . . . 10599 197 1 Users user NNS 10599 197 2 can can MD 10599 197 3 extract extract VB 10599 197 4 and and CC 10599 197 5 view view VB 10599 197 6 data datum NNS 10599 197 7 from from IN 10599 197 8 different different JJ 10599 197 9 points point NNS 10599 197 10 of of IN 10599 197 11 view view NN 10599 197 12 on on IN 10599 197 13 demand demand NN 10599 197 14 . . . 10599 198 1 OLAP olap NN 10599 198 2 tools 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In in IN 10599 200 2 order order NN 10599 200 3 to to TO 10599 200 4 visualize visualize VB 10599 200 5 data datum NNS 10599 200 6 from from IN 10599 200 7 our -PRON- PRP$ 10599 200 8 data data NN 10599 200 9 warehouse warehouse NN 10599 200 10 , , , 10599 200 11 we -PRON- PRP 10599 200 12 used use VBD 10599 200 13 the the DT 10599 200 14 Pentaho Pentaho NNP 10599 200 15 OLAP OLAP NNP 10599 200 16 tool tool NN 10599 200 17 . . . 10599 201 1 We -PRON- PRP 10599 201 2 used use VBD 10599 201 3 it -PRON- PRP 10599 201 4 to to TO 10599 201 5 create create VB 10599 201 6 predefined predefine VBN 10599 201 7 reports report NNS 10599 201 8 identified identify VBN 10599 201 9 during during IN 10599 201 10 the the DT 10599 201 11 analysis analysis NN 10599 201 12 of of IN 10599 201 13 user user NN 10599 201 14 requirements requirement NNS 10599 201 15 as as RB 10599 201 16 well well RB 10599 201 17 as as IN 10599 201 18 some some DT 10599 201 19 interactive interactive JJ 10599 201 20 reports report NNS 10599 201 21 using use VBG 10599 201 22 operations operation NNS 10599 201 23 on on IN 10599 201 24 the the DT 10599 201 25 OLAP OLAP NNP 10599 201 26 cube cube NN 10599 201 27 . . . 10599 202 1 Examples example NNS 10599 202 2 of of IN 10599 202 3 generated generate VBN 10599 202 4 reports report NNS 10599 202 5 are be VBP 10599 202 6 presented present VBN 10599 202 7 below below IN 10599 202 8 in in IN 10599 202 9 order order NN 10599 202 10 to to TO 10599 202 11 illustrate illustrate VB 10599 202 12 some some DT 10599 202 13 features feature NNS 10599 202 14 of of IN 10599 202 15 the the DT 10599 202 16 Pentaho Pentaho NNP 10599 202 17 OLAP OLAP NNP 10599 202 18 tool tool NN 10599 202 19 . . . 10599 203 1 An an DT 10599 203 2 example example NN 10599 203 3 of of IN 10599 203 4 a a DT 10599 203 5 report report NN 10599 203 6 shown show VBN 10599 203 7 in in IN 10599 203 8 figure figure NN 10599 203 9 6 6 CD 10599 203 10 was be VBD 10599 203 11 obtained obtain VBN 10599 203 12 with with IN 10599 203 13 a a DT 10599 203 14 dice dice NN 10599 203 15 operation operation NN 10599 203 16 on on IN 10599 203 17 the the DT 10599 203 18 cube cube NN 10599 203 19 . . . 10599 204 1 The the DT 10599 204 2 dice dice NN 10599 204 3 operation operation NN 10599 204 4 selects select VBZ 10599 204 5 two two CD 10599 204 6 or or CC 10599 204 7 more more JJR 10599 204 8 dimensions dimension NNS 10599 204 9 from from IN 10599 204 10 a a DT 10599 204 11 given give VBN 10599 204 12 cube cube NN 10599 204 13 and and CC 10599 204 14 provides provide VBZ 10599 204 15 a a DT 10599 204 16 new new JJ 10599 204 17 sub sub NN 10599 204 18 - - NN 10599 204 19 cube cube NN 10599 204 20 . . . 10599 205 1 In in IN 10599 205 2 this this DT 10599 205 3 particular particular JJ 10599 205 4 example example NN 10599 205 5 , , , 10599 205 6 we -PRON- PRP 10599 205 7 selected select VBD 10599 205 8 three three CD 10599 205 9 dimensions dimension NNS 10599 205 10 : : : 10599 205 11 gender gender NN 10599 205 12 , , , 10599 205 13 member member NN 10599 205 14 category category NN 10599 205 15 , , , 10599 205 16 and and CC 10599 205 17 registration registration NN 10599 205 18 date date NN 10599 205 19 . . . 10599 206 1 BUSINESS BUSINESS NNP 10599 206 2 INTELLIGENCE INTELLIGENCE NNP 10599 206 3 IN in IN 10599 206 4 THE the DT 10599 206 5 SERVICE service NN 10599 206 6 OF of IN 10599 206 7 LIBRARIES LIBRARIES NNP 10599 206 8 |TEŠENDIĆ |TEŠENDIĆ NNS 10599 206 9 AND and CC 10599 206 10 KRSTIĆEV KRSTIĆEV NNP 10599 206 11 109 109 CD 10599 206 12 https://doi.org/10.6017/ital.v38i4.10599 https://doi.org/10.6017/ital.v38i4.10599 NNP 10599 206 13 Figure Figure NNP 10599 206 14 6 6 CD 10599 206 15 . . . 10599 207 1 Example example NN 10599 207 2 of of IN 10599 207 3 dice dice NN 10599 207 4 operation operation NN 10599 207 5 performed perform VBN 10599 207 6 on on IN 10599 207 7 the the DT 10599 207 8 OLAP OLAP NNP 10599 207 9 cube cube NN 10599 207 10 . . . 10599 208 1 INFORMATION INFORMATION NNP 10599 208 2 TECHNOLOGY technology NN 10599 208 3 AND and CC 10599 208 4 LIBRARIES library NNS 10599 208 5 | | NNS 10599 208 6 DECEMBER2019 december2019 NN 10599 208 7 110 110 CD 10599 208 8 Figure figure NN 10599 208 9 7 7 CD 10599 208 10 . . . 10599 209 1 Example example NN 10599 209 2 of of IN 10599 209 3 roll roll NN 10599 209 4 - - HYPH 10599 209 5 up up NN 10599 209 6 and and CC 10599 209 7 drill drill VB 10599 209 8 - - HYPH 10599 209 9 down down RP 10599 209 10 operations operation NNS 10599 209 11 performed perform VBN 10599 209 12 on on IN 10599 209 13 the the DT 10599 209 14 OLAP OLAP NNP 10599 209 15 cube cube NN 10599 209 16 . . . 10599 210 1 BUSINESS BUSINESS NNP 10599 210 2 INTELLIGENCE INTELLIGENCE NNP 10599 210 3 IN in IN 10599 210 4 THE the DT 10599 210 5 SERVICE service NN 10599 210 6 OF of IN 10599 210 7 LIBRARIES LIBRARIES NNP 10599 210 8 |TEŠENDIĆ |TEŠENDIĆ NNP 10599 210 9 AND and CC 10599 210 10 KRSTIĆEV KRSTIĆEV NNP 10599 210 11 111 111 CD 10599 210 12 https://doi.org/10.6017/ital.v38i4.10599 https://doi.org/10.6017/ital.v38i4.10599 NNP 10599 210 13 Additionally additionally RB 10599 210 14 , , , 10599 210 15 we -PRON- PRP 10599 210 16 analyzed analyze VBD 10599 210 17 only only RB 10599 210 18 those those DT 10599 210 19 data datum NNS 10599 210 20 from from IN 10599 210 21 2014 2014 CD 10599 210 22 to to IN 10599 210 23 2018 2018 CD 10599 210 24 . . . 10599 211 1 The the DT 10599 211 2 result result NN 10599 211 3 of of IN 10599 211 4 this this DT 10599 211 5 operation operation NN 10599 211 6 is be VBZ 10599 211 7 presented present VBN 10599 211 8 in in IN 10599 211 9 the the DT 10599 211 10 form form NN 10599 211 11 of of IN 10599 211 12 nested nest VBN 10599 211 13 pie pie NN 10599 211 14 charts chart NNS 10599 211 15 . . . 10599 212 1 However however RB 10599 212 2 , , , 10599 212 3 other other JJ 10599 212 4 forms form NNS 10599 212 5 of of IN 10599 212 6 visualisation visualisation NN 10599 212 7 can can MD 10599 212 8 be be VB 10599 212 9 applied apply VBN 10599 212 10 on on IN 10599 212 11 the the DT 10599 212 12 same same JJ 10599 212 13 data datum NNS 10599 212 14 set set VBN 10599 212 15 very very RB 10599 212 16 easily easily RB 10599 212 17 . . . 10599 213 1 In in IN 10599 213 2 figure figure NN 10599 213 3 7 7 CD 10599 213 4 , , , 10599 213 5 a a DT 10599 213 6 more more RBR 10599 213 7 complex complex JJ 10599 213 8 report report NN 10599 213 9 is be VBZ 10599 213 10 presented present VBN 10599 213 11 . . . 10599 214 1 That that DT 10599 214 2 report report NN 10599 214 3 is be VBZ 10599 214 4 obtained obtain VBN 10599 214 5 by by IN 10599 214 6 performing perform VBG 10599 214 7 combination combination NN 10599 214 8 of of IN 10599 214 9 roll roll NN 10599 214 10 - - HYPH 10599 214 11 up up NN 10599 214 12 and and CC 10599 214 13 drill drill VB 10599 214 14 - - HYPH 10599 214 15 down down RP 10599 214 16 operations operation NNS 10599 214 17 . . . 10599 215 1 The the DT 10599 215 2 roll roll NN 10599 215 3 - - HYPH 10599 215 4 up up RP 10599 215 5 operation operation NN 10599 215 6 performs perform VBZ 10599 215 7 aggregation aggregation NN 10599 215 8 on on IN 10599 215 9 a a DT 10599 215 10 cube cube NN 10599 215 11 reducing reduce VBG 10599 215 12 the the DT 10599 215 13 dimensions dimension NNS 10599 215 14 . . . 10599 216 1 In in IN 10599 216 2 our -PRON- PRP$ 10599 216 3 example example NN 10599 216 4 , , , 10599 216 5 we -PRON- PRP 10599 216 6 aggregated aggregate VBD 10599 216 7 the the DT 10599 216 8 number number NN 10599 216 9 of of IN 10599 216 10 newly newly RB 10599 216 11 acquired acquire VBN 10599 216 12 publications publication NNS 10599 216 13 for for IN 10599 216 14 certain certain JJ 10599 216 15 years year NNS 10599 216 16 ignoring ignore VBG 10599 216 17 all all DT 10599 216 18 other other JJ 10599 216 19 dimension dimension NN 10599 216 20 except except IN 10599 216 21 the the DT 10599 216 22 date date NN 10599 216 23 dimension dimension NN 10599 216 24 . . . 10599 217 1 A a DT 10599 217 2 user user NN 10599 217 3 can can MD 10599 217 4 select select VB 10599 217 5 a a DT 10599 217 6 particular particular JJ 10599 217 7 year year NN 10599 217 8 , , , 10599 217 9 quarter quarter NN 10599 217 10 , , , 10599 217 11 and and CC 10599 217 12 month month NN 10599 217 13 and and CC 10599 217 14 analyze analyze VB 10599 217 15 details detail NNS 10599 217 16 of of IN 10599 217 17 purchased purchase VBN 10599 217 18 publications publication NNS 10599 217 19 in in IN 10599 217 20 that that DT 10599 217 21 period period NN 10599 217 22 , , , 10599 217 23 such such JJ 10599 217 24 as as IN 10599 217 25 title title NN 10599 217 26 and and CC 10599 217 27 author author NN 10599 217 28 of of IN 10599 217 29 the the DT 10599 217 30 publication publication NN 10599 217 31 . . . 10599 218 1 This this DT 10599 218 2 is be VBZ 10599 218 3 an an DT 10599 218 4 example example NN 10599 218 5 of of IN 10599 218 6 using use VBG 10599 218 7 drill drill VB 10599 218 8 - - HYPH 10599 218 9 down down RP 10599 218 10 operation operation NN 10599 218 11 on on IN 10599 218 12 the the DT 10599 218 13 cube cube NN 10599 218 14 . . . 10599 219 1 The the DT 10599 219 2 result result NN 10599 219 3 of of IN 10599 219 4 that that DT 10599 219 5 operation operation NN 10599 219 6 is be VBZ 10599 219 7 presented present VBN 10599 219 8 as as IN 10599 219 9 a a DT 10599 219 10 table table NN 10599 219 11 , , , 10599 219 12 as as IN 10599 219 13 shown show VBN 10599 219 14 in in IN 10599 219 15 figure figure NN 10599 219 16 7 7 CD 10599 219 17 . . . 10599 220 1 This this DT 10599 220 2 report report NN 10599 220 3 is be VBZ 10599 220 4 interactive interactive JJ 10599 220 5 , , , 10599 220 6 because because IN 10599 220 7 user user NN 10599 220 8 can can MD 10599 220 9 investigate investigate VB 10599 220 10 data datum NNS 10599 220 11 in in IN 10599 220 12 more more JJR 10599 220 13 detail detail NN 10599 220 14 by by IN 10599 220 15 performing perform VBG 10599 220 16 other other JJ 10599 220 17 operations operation NNS 10599 220 18 on on IN 10599 220 19 the the DT 10599 220 20 cube cube NN 10599 220 21 that that WDT 10599 220 22 are be VBP 10599 220 23 placed place VBN 10599 220 24 on on IN 10599 220 25 the the DT 10599 220 26 toolbar toolbar NN 10599 220 27 of of IN 10599 220 28 the the DT 10599 220 29 report report NN 10599 220 30 . . . 10599 221 1 CONCLUSION CONCLUSION NNP 10599 221 2 This this DT 10599 221 3 article article NN 10599 221 4 aims aim VBZ 10599 221 5 to to TO 10599 221 6 illustrate illustrate VB 10599 221 7 an an DT 10599 221 8 application application NN 10599 221 9 of of IN 10599 221 10 business business NN 10599 221 11 intelligence intelligence NN 10599 221 12 in in IN 10599 221 13 libraries library NNS 10599 221 14 , , , 10599 221 15 as as IN 10599 221 16 reporting reporting NN 10599 221 17 modules module NNS 10599 221 18 in in IN 10599 221 19 library library NN 10599 221 20 management management NN 10599 221 21 systems system NNS 10599 221 22 are be VBP 10599 221 23 usually usually RB 10599 221 24 inadequate inadequate JJ 10599 221 25 for for IN 10599 221 26 a a DT 10599 221 27 comprehensive comprehensive JJ 10599 221 28 business business NN 10599 221 29 analysis analysis NN 10599 221 30 . . . 10599 222 1 Development development NN 10599 222 2 of of IN 10599 222 3 a a DT 10599 222 4 data data NN 10599 222 5 warehouse warehouse NN 10599 222 6 , , , 10599 222 7 which which WDT 10599 222 8 is be VBZ 10599 222 9 the the DT 10599 222 10 base base NN 10599 222 11 of of IN 10599 222 12 any any DT 10599 222 13 business business NN 10599 222 14 intelligence intelligence NN 10599 222 15 system system NN 10599 222 16 , , , 10599 222 17 as as RB 10599 222 18 well well RB 10599 222 19 as as IN 10599 222 20 usage usage NN 10599 222 21 of of IN 10599 222 22 OLAP OLAP NNP 10599 222 23 tools tool NNS 10599 222 24 are be VBP 10599 222 25 presented present VBN 10599 222 26 . . . 10599 223 1 Both both DT 10599 223 2 user user NN 10599 223 3 requirements requirement NNS 10599 223 4 regarding regard VBG 10599 223 5 reporting report VBG 10599 223 6 in in IN 10599 223 7 BISIS BISIS NNP 10599 223 8 and and CC 10599 223 9 already already RB 10599 223 10 - - HYPH 10599 223 11 existing exist VBG 10599 223 12 transactional transactional JJ 10599 223 13 databases database NNS 10599 223 14 are be VBP 10599 223 15 analyzed analyze VBN 10599 223 16 during during IN 10599 223 17 the the DT 10599 223 18 development development NN 10599 223 19 of of IN 10599 223 20 a a DT 10599 223 21 data- data- JJ 10599 223 22 warehouse warehouse NN 10599 223 23 model model NN 10599 223 24 . . . 10599 224 1 Based base VBN 10599 224 2 on on IN 10599 224 3 that that DT 10599 224 4 analysis analysis NN 10599 224 5 , , , 10599 224 6 three three CD 10599 224 7 data data NN 10599 224 8 - - HYPH 10599 224 9 warehouse warehouse NN 10599 224 10 models model NNS 10599 224 11 have have VBP 10599 224 12 been be VBN 10599 224 13 proposed propose VBN 10599 224 14 . . . 10599 225 1 Also also RB 10599 225 2 , , , 10599 225 3 examples example NNS 10599 225 4 of of IN 10599 225 5 reports report NNS 10599 225 6 generated generate VBN 10599 225 7 by by IN 10599 225 8 an an DT 10599 225 9 OLAP OLAP NNP 10599 225 10 tool tool NN 10599 225 11 are be VBP 10599 225 12 given give VBN 10599 225 13 . . . 10599 226 1 By by IN 10599 226 2 building build VBG 10599 226 3 the the DT 10599 226 4 data data NN 10599 226 5 warehouse warehouse NN 10599 226 6 and and CC 10599 226 7 using use VBG 10599 226 8 OLAP OLAP NNP 10599 226 9 tools tool NNS 10599 226 10 , , , 10599 226 11 users user NNS 10599 226 12 of of IN 10599 226 13 BISIS bisi NNS 10599 226 14 can can MD 10599 226 15 perform perform VB 10599 226 16 business business NN 10599 226 17 analysis analysis NN 10599 226 18 in in IN 10599 226 19 a a DT 10599 226 20 more more JJR 10599 226 21 user user NN 10599 226 22 - - HYPH 10599 226 23 friendly friendly JJ 10599 226 24 manner manner NN 10599 226 25 than than IN 10599 226 26 with with IN 10599 226 27 other other JJ 10599 226 28 processes process NNS 10599 226 29 . . . 10599 227 1 Users user NNS 10599 227 2 are be VBP 10599 227 3 not not RB 10599 227 4 limited limit VBN 10599 227 5 to to IN 10599 227 6 predefined predefine VBN 10599 227 7 types type NNS 10599 227 8 of of IN 10599 227 9 reports report NNS 10599 227 10 . . . 10599 228 1 Librarians librarian NNS 10599 228 2 can can MD 10599 228 3 easily easily RB 10599 228 4 generate generate VB 10599 228 5 customized customize VBN 10599 228 6 reports report NNS 10599 228 7 tailored tailor VBN 10599 228 8 to to IN 10599 228 9 the the DT 10599 228 10 specific specific JJ 10599 228 11 needs need NNS 10599 228 12 of of IN 10599 228 13 the the DT 10599 228 14 library library NN 10599 228 15 . . . 10599 229 1 In in IN 10599 229 2 this this DT 10599 229 3 way way NN 10599 229 4 , , , 10599 229 5 librarians librarian NNS 10599 229 6 work work VBP 10599 229 7 in in IN 10599 229 8 a a DT 10599 229 9 more more RBR 10599 229 10 comfortable comfortable JJ 10599 229 11 environments environment NNS 10599 229 12 , , , 10599 229 13 performing perform VBG 10599 229 14 analytical analytical JJ 10599 229 15 operations operation NNS 10599 229 16 interactively interactively RB 10599 229 17 and and CC 10599 229 18 visualizing visualize VBG 10599 229 19 query query NN 10599 229 20 results result NNS 10599 229 21 without without IN 10599 229 22 additional additional JJ 10599 229 23 programming programming NN 10599 229 24 knowledge knowledge NN 10599 229 25 . . . 10599 230 1 The the DT 10599 230 2 article article NN 10599 230 3 presents present VBZ 10599 230 4 the the DT 10599 230 5 usage usage NN 10599 230 6 of of IN 10599 230 7 Pentaho Pentaho NNP 10599 230 8 OLAP OLAP NNP 10599 230 9 tool tool NN 10599 230 10 , , , 10599 230 11 but but CC 10599 230 12 the the DT 10599 230 13 proposed propose VBN 10599 230 14 data data NN 10599 230 15 - - HYPH 10599 230 16 warehouse warehouse NN 10599 230 17 model model NN 10599 230 18 is be VBZ 10599 230 19 independent independent JJ 10599 230 20 of of IN 10599 230 21 OLAP OLAP NNP 10599 230 22 tools tool NNS 10599 230 23 selection selection NN 10599 230 24 and and CC 10599 230 25 any any DT 10599 230 26 other other JJ 10599 230 27 tool tool NN 10599 230 28 can can MD 10599 230 29 be be VB 10599 230 30 integrated integrate VBN 10599 230 31 with with IN 10599 230 32 the the DT 10599 230 33 proposed propose VBN 10599 230 34 data data NN 10599 230 35 warehouse warehouse NN 10599 230 36 . . . 10599 231 1 REFERENCES reference NNS 10599 231 2 1 1 CD 10599 231 3 Ralph Ralph NNP 10599 231 4 Stair Stair NNP 10599 231 5 and and CC 10599 231 6 George George NNP 10599 231 7 Reynolds Reynolds NNP 10599 231 8 , , , 10599 231 9 Fundamentals fundamental NNS 10599 231 10 of of IN 10599 231 11 Information Information NNP 10599 231 12 Systems Systems NNPS 10599 231 13 ( ( -LRB- 10599 231 14 Cengage Cengage NNP 10599 231 15 Learning Learning NNP 10599 231 16 , , , 10599 231 17 2017 2017 CD 10599 231 18 ) ) -RRB- 10599 231 19 . . . 10599 232 1 2 2 CD 10599 232 2 Ramesh Ramesh NNP 10599 232 3 Sharda Sharda NNP 10599 232 4 , , , 10599 232 5 Dursun Dursun NNP 10599 232 6 Delen Delen NNP 10599 232 7 , , , 10599 232 8 and and CC 10599 232 9 Efraim Efraim NNP 10599 232 10 Turban Turban NNP 10599 232 11 , , , 10599 232 12 Business Business NNP 10599 232 13 Intelligence Intelligence NNP 10599 232 14 , , , 10599 232 15 Analytics Analytics NNP 10599 232 16 , , , 10599 232 17 and and CC 10599 232 18 Data Data NNP 10599 232 19 Science Science NNP 10599 232 20 : : : 10599 232 21 A a DT 10599 232 22 Managerial Managerial NNP 10599 232 23 Perspective perspective NN 10599 232 24 ( ( -LRB- 10599 232 25 Pearson Pearson NNP 10599 232 26 , , , 10599 232 27 2016 2016 CD 10599 232 28 ) ) -RRB- 10599 232 29 . . . 10599 233 1 3 3 LS 10599 233 2 “ " `` 10599 233 3 BISIS bisi NNS 10599 233 4 , , , 10599 233 5 ” " '' 10599 233 6 library library NN 10599 233 7 management management NN 10599 233 8 system system NN 10599 233 9 BISIS bisi NNS 10599 233 10 , , , 10599 233 11 accessed access VBD 10599 233 12 July July NNP 10599 233 13 8 8 CD 10599 233 14 , , , 10599 233 15 2019 2019 CD 10599 233 16 , , , 10599 233 17 http://www.bisis.rs/korisnici/. http://www.bisis.rs/korisnici/. CD 10599 234 1 4 4 CD 10599 234 2 Bojana Bojana NNP 10599 234 3 Dimić Dimić NNPS 10599 234 4 and and CC 10599 234 5 Dušan Dušan NNP 10599 234 6 Surla Surla NNP 10599 234 7 , , , 10599 234 8 “ " `` 10599 234 9 XML XML NNP 10599 234 10 Editor Editor NNP 10599 234 11 for for IN 10599 234 12 UNIMARC UNIMARC NNP 10599 234 13 and and CC 10599 234 14 MARC MARC NNP 10599 234 15 21 21 CD 10599 234 16 Cataloguing catalogue VBG 10599 234 17 , , , 10599 234 18 ” " '' 10599 234 19 The the DT 10599 234 20 Electronic Electronic NNP 10599 234 21 Library Library NNP 10599 234 22 27 27 CD 10599 234 23 , , , 10599 234 24 no no UH 10599 234 25 . . . 10599 235 1 3 3 CD 10599 235 2 ( ( -LRB- 10599 235 3 2009 2009 CD 10599 235 4 ) ) -RRB- 10599 235 5 : : : 10599 235 6 509 509 CD 10599 235 7 - - SYM 10599 235 8 28 28 CD 10599 235 9 , , , 10599 235 10 https://doi.org/10.1108/02640470910966934 https://doi.org/10.1108/02640470910966934 JJ 10599 235 11 ; ; : 10599 235 12 Bojana Bojana NNP 10599 235 13 Dimić Dimić NNP 10599 235 14 Surla,“Eclipse Surla,“Eclipse NNP 10599 235 15 Editor Editor NNP 10599 235 16 for for IN 10599 235 17 MARC MARC NNP 10599 235 18 Records Records NNPS 10599 235 19 , , , 10599 235 20 ” " '' 10599 235 21 Information Information NNP 10599 235 22 Technology Technology NNP 10599 235 23 and and CC 10599 235 24 Libraries Libraries NNP 10599 235 25 31 31 CD 10599 235 26 , , , 10599 235 27 no no UH 10599 235 28 . . . 10599 236 1 3 3 CD 10599 236 2 ( ( -LRB- 10599 236 3 2012 2012 CD 10599 236 4 ) ) -RRB- 10599 236 5 : : : 10599 236 6 65 65 CD 10599 236 7 - - SYM 10599 236 8 75 75 CD 10599 236 9 , , , 10599 236 10 https://doi.org/10.6017/ital.v31i3.2384 https://doi.org/10.6017/ital.v31i3.2384 NN 10599 236 11 ; ; : 10599 236 12 Bojana Bojana NNP 10599 236 13 Dimić Dimić NNP 10599 236 14 Surla Surla NNP 10599 236 15 , , , 10599 236 16 “ " `` 10599 236 17 Developing develop VBG 10599 236 18 an an DT 10599 236 19 Eclipse Eclipse NNP 10599 236 20 Editor Editor NNP 10599 236 21 for for IN 10599 236 22 MARC MARC NNP 10599 236 23 Records Records NNPS 10599 236 24 using use VBG 10599 236 25 Xtext Xtext NNP 10599 236 26 , , , 10599 236 27 ” " '' 10599 236 28 Software software NN 10599 236 29 : : : 10599 236 30 Practice practice NN 10599 236 31 and and CC 10599 236 32 Experience Experience NNP 10599 236 33 43 43 CD 10599 236 34 , , , 10599 236 35 no no UH 10599 236 36 . . . 10599 237 1 11 11 CD 10599 237 2 ( ( -LRB- 10599 237 3 2013 2013 CD 10599 237 4 ) ) -RRB- 10599 237 5 : : : 10599 237 6 1377 1377 CD 10599 237 7 - - SYM 10599 237 8 92 92 CD 10599 237 9 , , , 10599 237 10 https://doi.org/10.1002/spe.2140 https://doi.org/10.1002/spe.2140 NNS 10599 237 11 . . . 10599 238 1 http://www.bisis.rs/korisnici/ http://www.bisis.rs/korisnici/ NNP 10599 238 2 https://doi.org/10.1108/02640470910966934 https://doi.org/10.1108/02640470910966934 NNP 10599 238 3 https://doi.org/10.6017/ital.v31i3.2384 https://doi.org/10.6017/ital.v31i3.2384 NN 10599 238 4 https://doi.org/10.1002/spe.2140 https://doi.org/10.1002/spe.2140 NN 10599 238 5 INFORMATION information JJ 10599 238 6 TECHNOLOGY technology NN 10599 238 7 AND and CC 10599 238 8 LIBRARIES library NNS 10599 238 9 | | NNS 10599 238 10 DECEMBER2019 DECEMBER2019 JJR 10599 238 11 112 112 CD 10599 238 12 5 5 CD 10599 238 13 Branko Branko NNP 10599 238 14 Milosavljević Milosavljević NNPS 10599 238 15 , , , 10599 238 16 Danijela Danijela NNP 10599 238 17 Boberić Boberić NNP 10599 238 18 , , , 10599 238 19 and and CC 10599 238 20 Dušan Dušan NNP 10599 238 21 Surla Surla NNP 10599 238 22 , , , 10599 238 23 “ " `` 10599 238 24 Retrieval retrieval NN 10599 238 25 of of IN 10599 238 26 Bibliographic Bibliographic NNP 10599 238 27 Records Records NNPS 10599 238 28 using use VBG 10599 238 29 Apache Apache NNP 10599 238 30 Lucene Lucene NNP 10599 238 31 , , , 10599 238 32 ” " '' 10599 238 33 The the DT 10599 238 34 Electronic Electronic NNP 10599 238 35 Library Library NNP 10599 238 36 28 28 CD 10599 238 37 , , , 10599 238 38 no no UH 10599 238 39 . . . 10599 239 1 4 4 CD 10599 239 2 ( ( -LRB- 10599 239 3 2010 2010 CD 10599 239 4 ) ) -RRB- 10599 239 5 : : : 10599 239 6 525 525 CD 10599 239 7 - - SYM 10599 239 8 39 39 CD 10599 239 9 , , , 10599 239 10 https://doi.org/10.1108/02640471011065355 https://doi.org/10.1108/02640471011065355 UH 10599 239 11 . . . 10599 240 1 6 6 CD 10599 240 2 Danijela Danijela NNP 10599 240 3 Boberić Boberić NNP 10599 240 4 and and CC 10599 240 5 Dušan Dušan NNP 10599 240 6 Surla Surla NNP 10599 240 7 , , , 10599 240 8 “ " `` 10599 240 9 XML XML NNP 10599 240 10 Editor Editor NNP 10599 240 11 for for IN 10599 240 12 Search Search NNP 10599 240 13 and and CC 10599 240 14 Retrieval Retrieval NNP 10599 240 15 of of IN 10599 240 16 Bibliographic Bibliographic NNP 10599 240 17 Records Records NNPS 10599 240 18 in in IN 10599 240 19 the the DT 10599 240 20 Z39 Z39 NNP 10599 240 21 . . . 10599 241 1 50 50 CD 10599 241 2 Standard standard NN 10599 241 3 , , , 10599 241 4 ” " '' 10599 241 5 The the DT 10599 241 6 Electronic Electronic NNP 10599 241 7 Library Library NNP 10599 241 8 27 27 CD 10599 241 9 , , , 10599 241 10 no no UH 10599 241 11 . . . 10599 242 1 3 3 CD 10599 242 2 ( ( -LRB- 10599 242 3 2009 2009 CD 10599 242 4 ) ) -RRB- 10599 242 5 : : : 10599 242 6 474 474 CD 10599 242 7 - - SYM 10599 242 8 95 95 CD 10599 242 9 ; ; : 10599 242 10 Danijela Danijela NNP 10599 242 11 Boberić Boberić NNP 10599 242 12 Krstićev Krstićev NNP 10599 242 13 , , , 10599 242 14 “ " `` 10599 242 15 Information Information NNP 10599 242 16 Retrieval Retrieval NNP 10599 242 17 using use VBG 10599 242 18 a a DT 10599 242 19 Middleware Middleware NNP 10599 242 20 Approach Approach NNP 10599 242 21 , , , 10599 242 22 ” " '' 10599 242 23 Information Information NNP 10599 242 24 Technology Technology NNP 10599 242 25 and and CC 10599 242 26 Libraries Libraries NNPS 10599 242 27 32 32 CD 10599 242 28 , , , 10599 242 29 no no UH 10599 242 30 . . . 10599 243 1 1 1 CD 10599 243 2 ( ( -LRB- 10599 243 3 2013 2013 CD 10599 243 4 ) ) -RRB- 10599 243 5 : : : 10599 243 6 54 54 CD 10599 243 7 - - SYM 10599 243 8 69 69 CD 10599 243 9 , , , 10599 243 10 https://doi.org/10.6017/ital.v32i1.1941 https://doi.org/10.6017/ital.v32i1.1941 VBD 10599 243 11 ; ; : 10599 243 12 Miroslav Miroslav NNP 10599 243 13 Zarić Zarić NNP 10599 243 14 , , , 10599 243 15 Danijela Danijela NNP 10599 243 16 Boberić Boberić NNP 10599 243 17 Krstićev Krstićev NNP 10599 243 18 , , , 10599 243 19 and and CC 10599 243 20 Dušan Dušan NNP 10599 243 21 Surla Surla NNP 10599 243 22 , , , 10599 243 23 “ " `` 10599 243 24 Multitarget Multitarget NNP 10599 243 25 / / SYM 10599 243 26 Multiprotocol Multiprotocol NNP 10599 243 27 Client Client NNP 10599 243 28 Application Application NNP 10599 243 29 for for IN 10599 243 30 Search Search NNP 10599 243 31 and and CC 10599 243 32 Retrieval Retrieval NNP 10599 243 33 of of IN 10599 243 34 Bibliographic Bibliographic NNP 10599 243 35 Records Records NNPS 10599 243 36 , , , 10599 243 37 ” " '' 10599 243 38 The the DT 10599 243 39 Electronic Electronic NNP 10599 243 40 Library Library NNP 10599 243 41 30 30 CD 10599 243 42 , , , 10599 243 43 no no UH 10599 243 44 . . . 10599 244 1 3 3 CD 10599 244 2 ( ( -LRB- 10599 244 3 2012 2012 CD 10599 244 4 ) ) -RRB- 10599 244 5 : : : 10599 244 6 351 351 CD 10599 244 7 - - SYM 10599 244 8 66 66 CD 10599 244 9 , , , 10599 244 10 https://doi.org/10.1108/02640471211241636 https://doi.org/10.1108/02640471211241636 NN 10599 244 11 . . . 10599 245 1 7 7 CD 10599 245 2 Danijela Danijela NNS 10599 245 3 Tesendic Tesendic NNP 10599 245 4 and and CC 10599 245 5 Danijela Danijela NNP 10599 245 6 Boberic Boberic NNP 10599 245 7 Krsticev Krsticev NNP 10599 245 8 , , , 10599 245 9 “ " `` 10599 245 10 Web web NN 10599 245 11 Service Service NNP 10599 245 12 for for IN 10599 245 13 Connecting connect VBG 10599 245 14 Visually visually RB 10599 245 15 Impaired impair VBD 10599 245 16 People People NNS 10599 245 17 with with IN 10599 245 18 Libraries library NNS 10599 245 19 , , , 10599 245 20 ” " '' 10599 245 21 Aslib Aslib NNP 10599 245 22 Journal Journal NNP 10599 245 23 of of IN 10599 245 24 Information Information NNP 10599 245 25 Management Management NNP 10599 245 26 67 67 CD 10599 245 27 , , , 10599 245 28 no no UH 10599 245 29 . . . 10599 246 1 2 2 CD 10599 246 2 ( ( -LRB- 10599 246 3 2015 2015 CD 10599 246 4 ) ) -RRB- 10599 246 5 : : : 10599 246 6 230 230 CD 10599 246 7 - - SYM 10599 246 8 43 43 CD 10599 246 9 , , , 10599 246 10 https://doi.org/10.1108/AJIM-11-2014-0149 https://doi.org/10.1108/ajim-11-2014-0149 CD 10599 246 11 . . . 10599 247 1 8 8 CD 10599 247 2 Danijela Danijela NNP 10599 247 3 Boberić Boberić NNP 10599 247 4 - - HYPH 10599 247 5 Krstićev Krstićev NNP 10599 247 6 and and CC 10599 247 7 Danijela Danijela NNP 10599 247 8 Tešendić Tešendić NNP 10599 247 9 , , , 10599 247 10 “ " `` 10599 247 11 Mixed mixed JJ 10599 247 12 Approach Approach NNP 10599 247 13 in in IN 10599 247 14 Creating create VBG 10599 247 15 a a DT 10599 247 16 University University NNP 10599 247 17 Union Union NNP 10599 247 18 Catalogue Catalogue NNP 10599 247 19 , , , 10599 247 20 ” " '' 10599 247 21 The the DT 10599 247 22 Electronic Electronic NNP 10599 247 23 Library Library NNP 10599 247 24 33 33 CD 10599 247 25 , , , 10599 247 26 no no UH 10599 247 27 . . . 10599 248 1 6 6 CD 10599 248 2 ( ( -LRB- 10599 248 3 2015 2015 CD 10599 248 4 ) ) -RRB- 10599 248 5 : : : 10599 248 6 970 970 CD 10599 248 7 - - SYM 10599 248 8 89 89 CD 10599 248 9 , , , 10599 248 10 https://doi.org/10.1108/EL-02- https://doi.org/10.1108/el-02- JJ 10599 248 11 2014 2014 CD 10599 248 12 - - SYM 10599 248 13 0026 0026 CD 10599 248 14 . . . 10599 249 1 9 9 CD 10599 249 2 Danijela Danijela NNP 10599 249 3 Tešendić Tešendić NNP 10599 249 4 , , , 10599 249 5 Branko Branko NNP 10599 249 6 Milosavljević Milosavljević NNP 10599 249 7 , , , 10599 249 8 and and CC 10599 249 9 Dušan Dušan NNP 10599 249 10 Surla Surla NNP 10599 249 11 , , , 10599 249 12 “ " `` 10599 249 13 A a DT 10599 249 14 Library Library NNP 10599 249 15 Circulation Circulation NNP 10599 249 16 System System NNP 10599 249 17 for for IN 10599 249 18 City City NNP 10599 249 19 and and CC 10599 249 20 Special Special NNP 10599 249 21 Libraries Libraries NNPS 10599 249 22 , , , 10599 249 23 ” " '' 10599 249 24 The the DT 10599 249 25 Electronic Electronic NNP 10599 249 26 Library Library NNP 10599 249 27 27 27 CD 10599 249 28 , , , 10599 249 29 no no UH 10599 249 30 . . . 10599 250 1 1 1 CD 10599 250 2 ( ( -LRB- 10599 250 3 2009 2009 CD 10599 250 4 ) ) -RRB- 10599 250 5 : : : 10599 250 6 162 162 CD 10599 250 7 - - HYPH 10599 250 8 86 86 CD 10599 250 9 , , , 10599 250 10 https://doi.org/10.1108/02640470910934669 https://doi.org/10.1108/02640470910934669 UH 10599 250 11 ; ; : 10599 250 12 Branko Branko NNP 10599 250 13 Milosavljević Milosavljević NNPS 10599 250 14 and and CC 10599 250 15 Danijela Danijela NNS 10599 250 16 Tešendić Tešendić NNP 10599 250 17 , , , 10599 250 18 “ " `` 10599 250 19 Software Software NNP 10599 250 20 Architecture Architecture NNP 10599 250 21 of of IN 10599 250 22 Distributed Distributed NNP 10599 250 23 Client Client NNP 10599 250 24 / / SYM 10599 250 25 Server Server NNP 10599 250 26 Library Library NNP 10599 250 27 Circulation Circulation NNP 10599 250 28 System System NNP 10599 250 29 , , , 10599 250 30 ” " '' 10599 250 31 The the DT 10599 250 32 Electronic Electronic NNP 10599 250 33 Library Library NNP 10599 250 34 28 28 CD 10599 250 35 , , , 10599 250 36 no no UH 10599 250 37 . . . 10599 251 1 2 2 CD 10599 251 2 ( ( -LRB- 10599 251 3 2010 2010 CD 10599 251 4 ) ) -RRB- 10599 251 5 : : : 10599 251 6 286 286 CD 10599 251 7 - - SYM 10599 251 8 99 99 CD 10599 251 9 , , , 10599 251 10 https://doi.org/10.1108/02640471011033648 https://doi.org/10.1108/02640471011033648 IN 10599 251 11 ; ; : 10599 251 12 Danijela Danijela NNP 10599 251 13 Tešendić Tešendić NNP 10599 251 14 , , , 10599 251 15 “ " `` 10599 251 16 Data Data NNP 10599 251 17 Model Model NNP 10599 251 18 for for IN 10599 251 19 Consortial Consortial NNP 10599 251 20 Circulation Circulation NNP 10599 251 21 in in IN 10599 251 22 Libraries Libraries NNP 10599 251 23 , , , 10599 251 24 ” " '' 10599 251 25 in in IN 10599 251 26 Proceedings Proceedings NNP 10599 251 27 of of IN 10599 251 28 the the DT 10599 251 29 Fifth Fifth NNP 10599 251 30 Balkan Balkan NNP 10599 251 31 Conference Conference NNP 10599 251 32 in in IN 10599 251 33 Informatics Informatics NNP 10599 251 34 , , , 10599 251 35 Novi Novi NNP 10599 251 36 Sad Sad NNP 10599 251 37 , , , 10599 251 38 Serbia Serbia NNP 10599 251 39 , , , 10599 251 40 September September NNP 10599 251 41 , , , 10599 251 42 16 16 CD 10599 251 43 - - SYM 10599 251 44 20 20 CD 10599 251 45 , , , 10599 251 46 2012 2012 CD 10599 251 47 . . . 10599 252 1 10 10 CD 10599 252 2 Danijela Danijela NNS 10599 252 3 Boberic Boberic NNP 10599 252 4 and and CC 10599 252 5 Branko Branko NNP 10599 252 6 Milosavljevic Milosavljevic NNP 10599 252 7 , , , 10599 252 8 “ " `` 10599 252 9 Generating generate VBG 10599 252 10 library library NN 10599 252 11 material material NN 10599 252 12 reports report NNS 10599 252 13 in in IN 10599 252 14 software software NN 10599 252 15 system system NN 10599 252 16 BISIS bisi NNS 10599 252 17 , , , 10599 252 18 ” " '' 10599 252 19 in in IN 10599 252 20 Proceedings Proceedings NNP 10599 252 21 of of IN 10599 252 22 the the DT 10599 252 23 4th 4th JJ 10599 252 24 International International NNP 10599 252 25 Conference Conference NNP 10599 252 26 on on IN 10599 252 27 Engineering Engineering NNP 10599 252 28 Technologies Technologies NNPS 10599 252 29 ICET ICET NNP 10599 252 30 , , , 10599 252 31 2009 2009 CD 10599 252 32 : : : 10599 252 33 133 133 CD 10599 252 34 - - SYM 10599 252 35 37 37 CD 10599 252 36 . . . 10599 253 1 11 11 CD 10599 253 2 William William NNP 10599 253 3 H. H. NNP 10599 253 4 Inmon Inmon NNP 10599 253 5 , , , 10599 253 6 Building build VBG 10599 253 7 the the DT 10599 253 8 Data Data NNP 10599 253 9 Warehouse warehouse NN 10599 253 10 ( ( -LRB- 10599 253 11 Indianapolis Indianapolis NNP 10599 253 12 : : : 10599 253 13 John John NNP 10599 253 14 Wiley Wiley NNP 10599 253 15 & & CC 10599 253 16 Sons Sons NNPS 10599 253 17 , , , 10599 253 18 2005 2005 CD 10599 253 19 ) ) -RRB- 10599 253 20 ; ; : 10599 253 21 Ralph Ralph NNP 10599 253 22 Kimball Kimball NNP 10599 253 23 , , , 10599 253 24 The the DT 10599 253 25 Data Data NNPS 10599 253 26 Warehouse Warehouse NNP 10599 253 27 Toolkit Toolkit NNPS 10599 253 28 : : : 10599 253 29 Practical practical JJ 10599 253 30 Techniques Techniques NNPS 10599 253 31 for for IN 10599 253 32 Building Building NNP 10599 253 33 Dimensional Dimensional NNP 10599 253 34 Data Data NNP 10599 253 35 Warehouses Warehouses NNP 10599 253 36 ( ( -LRB- 10599 253 37 NY NY NNP 10599 253 38 : : : 10599 253 39 John John NNP 10599 253 40 Willey Willey NNP 10599 253 41 & & CC 10599 253 42 Sons Sons NNPS 10599 253 43 , , , 10599 253 44 1996 1996 CD 10599 253 45 ) ) -RRB- 10599 253 46 , , , 10599 253 47 248 248 CD 10599 253 48 , , , 10599 253 49 no no UH 10599 253 50 . . . 10599 254 1 4 4 LS 10599 254 2 . . . 10599 255 1 12 12 CD 10599 255 2 Ralph Ralph NNP 10599 255 3 Kimball Kimball NNP 10599 255 4 and and CC 10599 255 5 Joe Joe NNP 10599 255 6 Caserta Caserta NNP 10599 255 7 , , , 10599 255 8 The the DT 10599 255 9 Data Data NNP 10599 255 10 Warehouse Warehouse NNP 10599 255 11 ETL ETL NNP 10599 255 12 Toolkit Toolkit NNS 10599 255 13 : : : 10599 255 14 Practical practical JJ 10599 255 15 Techniques Techniques NNPS 10599 255 16 for for IN 10599 255 17 Extracting Extracting NNP 10599 255 18 , , , 10599 255 19 Cleaning Cleaning NNP 10599 255 20 , , , 10599 255 21 Conforming Conforming NNP 10599 255 22 , , , 10599 255 23 and and CC 10599 255 24 Delivering Delivering NNP 10599 255 25 Data Data NNP 10599 255 26 ( ( -LRB- 10599 255 27 Indianapolis Indianapolis NNP 10599 255 28 : : : 10599 255 29 John John NNP 10599 255 30 Wiley Wiley NNP 10599 255 31 & & CC 10599 255 32 Sons Sons NNPS 10599 255 33 , , , 10599 255 34 2004 2004 CD 10599 255 35 ) ) -RRB- 10599 255 36 , , , 10599 255 37 528 528 CD 10599 255 38 . . . 10599 256 1 13 13 CD 10599 256 2 Oscar Oscar NNP 10599 256 3 Romero Romero NNP 10599 256 4 and and CC 10599 256 5 Alberto Alberto NNP 10599 256 6 Abelló Abelló NNP 10599 256 7 , , , 10599 256 8 “ " `` 10599 256 9 A a DT 10599 256 10 Survey Survey NNP 10599 256 11 of of IN 10599 256 12 Multidimensional Multidimensional NNP 10599 256 13 Modeling Modeling NNP 10599 256 14 Methodologies Methodologies NNPS 10599 256 15 , , , 10599 256 16 ” " '' 10599 256 17 International International NNP 10599 256 18 Journal Journal NNP 10599 256 19 of of IN 10599 256 20 Data Data NNP 10599 256 21 Warehousing Warehousing NNP 10599 256 22 and and CC 10599 256 23 Mining Mining NNP 10599 256 24 ( ( -LRB- 10599 256 25 IJDWM IJDWM NNP 10599 256 26 ) ) -RRB- 10599 256 27 5 5 CD 10599 256 28 , , , 10599 256 29 no no UH 10599 256 30 . . . 10599 257 1 2 2 CD 10599 257 2 ( ( -LRB- 10599 257 3 2009 2009 CD 10599 257 4 ) ) -RRB- 10599 257 5 : : : 10599 257 6 1 1 CD 10599 257 7 - - SYM 10599 257 8 23 23 CD 10599 257 9 . . . 10599 258 1 14 14 CD 10599 258 2 Lorena Lorena NNP 10599 258 3 Siguenza Siguenza NNP 10599 258 4 Guzman Guzman NNP 10599 258 5 , , , 10599 258 6 Victor Victor NNP 10599 258 7 Saquicela Saquicela NNP 10599 258 8 , , , 10599 258 9 and and CC 10599 258 10 Dirk Dirk NNP 10599 258 11 Cattrysse,“Design cattrysse,“design NN 10599 258 12 of of IN 10599 258 13 an an DT 10599 258 14 Integrated Integrated NNP 10599 258 15 Decision Decision NNP 10599 258 16 Support Support NNP 10599 258 17 System System NNP 10599 258 18 for for IN 10599 258 19 Library Library NNP 10599 258 20 Holistic Holistic NNP 10599 258 21 Evaluation,”in Evaluation,”in NNP 10599 258 22 Proceedings Proceedings NNPS 10599 258 23 of of IN 10599 258 24 IATUL IATUL NNP 10599 258 25 Conferences Conferences NNP 10599 258 26 ( ( -LRB- 10599 258 27 2014):1- 2014):1- CD 10599 258 28 12 12 CD 10599 258 29 . . . 10599 258 30 https://doi.org/10.1108/02640471011065355 https://doi.org/10.1108/02640471011065355 NNP 10599 258 31 https://doi.org/10.6017/ital.v32i1.1941 https://doi.org/10.6017/ital.v32i1.1941 NNP 10599 258 32 https://doi.org/10.1108/02640471211241636 https://doi.org/10.1108/02640471211241636 NNP 10599 258 33 https://doi.org/10.1108/AJIM-11-2014-0149 https://doi.org/10.1108/AJIM-11-2014-0149 NNP 10599 258 34 https://doi.org/10.1108/EL-02-2014-0026 https://doi.org/10.1108/EL-02-2014-0026 NNP 10599 258 35 https://doi.org/10.1108/EL-02-2014-0026 https://doi.org/10.1108/EL-02-2014-0026 NNP 10599 258 36 https://doi.org/10.1108/02640470910934669 https://doi.org/10.1108/02640470910934669 NNP 10599 258 37 https://doi.org/10.1108/02640471011033648 https://doi.org/10.1108/02640471011033648 DT 10599 258 38 BUSINESS BUSINESS NNP 10599 258 39 INTELLIGENCE INTELLIGENCE NNP 10599 258 40 IN in IN 10599 258 41 THE the DT 10599 258 42 SERVICE service NN 10599 258 43 OF of IN 10599 258 44 LIBRARIES LIBRARIES NNP 10599 258 45 |TEŠENDIĆ |TEŠENDIĆ NNS 10599 258 46 AND and CC 10599 258 47 KRSTIĆEV KRSTIĆEV NNP 10599 258 48 113 113 CD 10599 258 49 https://doi.org/10.6017/ital.v38i4.10599 https://doi.org/10.6017/ital.v38i4.10599 CD 10599 258 50 15 15 CD 10599 258 51 Yi Yi NNP 10599 258 52 - - HYPH 10599 258 53 Ting Ting NNP 10599 258 54 Yang Yang NNP 10599 258 55 and and CC 10599 258 56 Jiann Jiann NNP 10599 258 57 - - HYPH 10599 258 58 Cherng Cherng NNP 10599 258 59 Shieh Shieh NNP 10599 258 60 , , , 10599 258 61 “ " `` 10599 258 62 Data datum NNS 10599 258 63 Warehouse Warehouse NNP 10599 258 64 Applications Applications NNPS 10599 258 65 in in IN 10599 258 66 Libraries Libraries NNPS 10599 258 67 — — : 10599 258 68 The the DT 10599 258 69 Development Development NNP 10599 258 70 of of IN 10599 258 71 Library Library NNP 10599 258 72 Management Management NNP 10599 258 73 Reports Reports NNPS 10599 258 74 , , , 10599 258 75 ” " '' 10599 258 76 in in IN 10599 258 77 Advanced Advanced NNP 10599 258 78 Applied Applied NNP 10599 258 79 Informatics Informatics NNPS 10599 258 80 ( ( -LRB- 10599 258 81 IIAI IIAI NNP 10599 258 82 - - HYPH 10599 258 83 AAI AAI NNP 10599 258 84 ) ) -RRB- 10599 258 85 , , , 10599 258 86 2016 2016 CD 10599 258 87 5th 5th JJ 10599 258 88 IIAI IIAI NNS 10599 258 89 International International NNP 10599 258 90 Congress Congress NNP 10599 258 91 on on IN 10599 258 92 Advanced Advanced NNP 10599 258 93 Applied Applied NNP 10599 258 94 Informatics Informatics NNP 10599 258 95 , , , 10599 258 96 88 88 CD 10599 258 97 - - SYM 10599 258 98 91 91 CD 10599 258 99 . . . 10599 259 1 IEEE IEEE NNP 10599 259 2 , , , 10599 259 3 2016 2016 CD 10599 259 4 , , , 10599 259 5 https://doi.org/10.1109/IIAI-AAI.2016.129 https://doi.org/10.1109/IIAI-AAI.2016.129 NNP 10599 259 6 . . . 10599 260 1 16 16 CD 10599 260 2 Tešendić Tešendić NNP 10599 260 3 , , , 10599 260 4 Milosavljević Milosavljević NNPS 10599 260 5 , , , 10599 260 6 and and CC 10599 260 7 Surla Surla NNP 10599 260 8 , , , 10599 260 9 “ " `` 10599 260 10 A a DT 10599 260 11 Library Library NNP 10599 260 12 Circulation Circulation NNP 10599 260 13 System,”162 System,”162 NNP 10599 260 14 - - HYPH 10599 260 15 86 86 CD 10599 260 16 . . . 10599 261 1 17 17 CD 10599 261 2 Dimić Dimić NNPS 10599 261 3 and and CC 10599 261 4 Surla Surla NNP 10599 261 5 , , , 10599 261 6 “ " `` 10599 261 7 XML XML NNP 10599 261 8 Editor Editor NNP 10599 261 9 for for IN 10599 261 10 UNIMARC UNIMARC NNP 10599 261 11 , , , 10599 261 12 ” " '' 10599 261 13 509 509 CD 10599 261 14 - - HYPH 10599 261 15 28 28 CD 10599 261 16 . . . 10599 262 1 18 18 CD 10599 262 2 Paulraj Paulraj NNP 10599 262 3 Ponniah Ponniah NNP 10599 262 4 , , , 10599 262 5 Data Data NNP 10599 262 6 Warehousing Warehousing NNP 10599 262 7 Fundamentals Fundamentals NNPS 10599 262 8 for for IN 10599 262 9 IT it NN 10599 262 10 Professionals professional NNS 10599 262 11 ( ( -LRB- 10599 262 12 Hoboken Hoboken NNP 10599 262 13 , , , 10599 262 14 NJ NJ NNP 10599 262 15 : : : 10599 262 16 John John NNP 10599 262 17 Wiley Wiley NNP 10599 262 18 & & CC 10599 262 19 Sons Sons NNPS 10599 262 20 , , , 10599 262 21 2011 2011 CD 10599 262 22 ) ) -RRB- 10599 262 23 . . . 10599 263 1 19 19 CD 10599 263 2 “ " `` 10599 263 3 Top Top NNP 10599 263 4 10 10 CD 10599 263 5 Best Best NNP 10599 263 6 Analytical analytical JJ 10599 263 7 Processing processing NN 10599 263 8 ( ( -LRB- 10599 263 9 OLAP olap NN 10599 263 10 ) ) -RRB- 10599 263 11 Tools tool NNS 10599 263 12 , , , 10599 263 13 ” " '' 10599 263 14 Software software NN 10599 263 15 Testing testing NN 10599 263 16 Help help NN 10599 263 17 , , , 10599 263 18 https://www.softwaretestinghelp.com/best-olap-tools/. https://www.softwaretestinghelp.com/best-olap-tools/. NNP 10599 264 1 20 20 CD 10599 264 2 Rick Rick NNP 10599 264 3 Sherman Sherman NNP 10599 264 4 , , , 10599 264 5 “ " `` 10599 264 6 How how WRB 10599 264 7 to to TO 10599 264 8 Evaluate evaluate VB 10599 264 9 and and CC 10599 264 10 Select select VB 10599 264 11 the the DT 10599 264 12 Right right JJ 10599 264 13 BI BI NNP 10599 264 14 Tools Tools NNP 10599 264 15 , , , 10599 264 16 ” " '' 10599 264 17 https://searchbusinessanalytics.techtarget.com/buyersguide/A-buyers-guide-to-choosing- https://searchbusinessanalytics.techtarget.com/buyersguide/A-buyers-guide-to-choosing- NNP 10599 264 18 the the DT 10599 264 19 - - HYPH 10599 264 20 right right JJ 10599 264 21 - - HYPH 10599 264 22 BI bi NN 10599 264 23 - - HYPH 10599 264 24 analytics analytics NN 10599 264 25 - - HYPH 10599 264 26 tool tool NN 10599 264 27 . . . 10599 265 1 21 21 CD 10599 265 2 Doug Doug NNP 10599 265 3 Moran Moran NNP 10599 265 4 , , , 10599 265 5 “ " `` 10599 265 6 Pentaho Pentaho NNP 10599 265 7 Community Community NNP 10599 265 8 Wiki Wiki NNP 10599 265 9 , , , 10599 265 10 ” " '' 10599 265 11 https://wiki.pentaho.com/. https://wiki.pentaho.com/. NNP 10599 266 1 22 22 CD 10599 266 2 Ponniah Ponniah NNP 10599 266 3 , , , 10599 266 4 “ " `` 10599 266 5 Data Data NNP 10599 266 6 Warehousing Warehousing NNP 10599 266 7 , , , 10599 266 8 ” " '' 10599 266 9 382 382 CD 10599 266 10 - - SYM 10599 266 11 93 93 CD 10599 266 12 . . . 10599 266 13 https://doi.org/10.1109/IIAI-AAI.2016.129 https://doi.org/10.1109/iiai-aai.2016.129 VB 10599 266 14 https://www.softwaretestinghelp.com/best-olap-tools/ https://www.softwaretestinghelp.com/best-olap-tools/ -LRB- 10599 266 15 https://searchbusinessanalytics.techtarget.com/buyersguide/A-buyers-guide-to-choosing-the-right-BI-analytics-tool https://searchbusinessanalytics.techtarget.com/buyersguide/a-buyers-guide-to-choosing-the-right-bi-analytics-tool NN 10599 266 16 https://searchbusinessanalytics.techtarget.com/buyersguide/A-buyers-guide-to-choosing-the-right-BI-analytics-tool https://searchbusinessanalytics.techtarget.com/buyersguide/a-buyers-guide-to-choosing-the-right-bi-analytics-tool NN 10599 266 17 https://wiki.pentaho.com/ https://wiki.pentaho.com/ JJ 10599 266 18 ABSTRACT abstract JJ 10599 266 19 INTRODUCTION introduction NN 10599 266 20 REPORTING report VBG 10599 266 21 IN in IN 10599 266 22 BISIS bisis FW 10599 266 23 RELATED relate VBN 10599 266 24 WORK work NN 10599 266 25 MODELING modeling VBP 10599 266 26 THE the DT 10599 266 27 DATA datum NNS 10599 266 28 WAREHOUSE warehouse WP 10599 266 29 Analysis Analysis NNP 10599 266 30 of of IN 10599 266 31 Data Data NNP 10599 266 32 Sources Sources NNPS 10599 266 33 in in IN 10599 266 34 BISIS BISIS NNP 10599 266 35 Analysis Analysis NNP 10599 266 36 of of IN 10599 266 37 User User NNP 10599 266 38 Requirements Requirements NNPS 10599 266 39 DATA DATA NNP 10599 266 40 WAREHOUSE warehouse WP 10599 266 41 MODELS MODELS NNP 10599 266 42 Model model NN 10599 266 43 Describing Describing NNP 10599 266 44 Library Library NNP 10599 266 45 Collection Collection NNP 10599 266 46 Data Data NNP 10599 266 47 Model Model NNP 10599 266 48 Describing Describing NNP 10599 266 49 Library Library NNP 10599 266 50 Circulation Circulation NNP 10599 266 51 Data Data NNPS 10599 266 52 Model Model NNP 10599 266 53 Describing Describing NNP 10599 266 54 Members Members NNPS 10599 266 55 ’ ’ POS 10599 266 56 Data datum NNS 10599 266 57 TRUE true JJ 10599 266 58 VALUE value NN 10599 266 59 OF of IN 10599 266 60 A a DT 10599 266 61 DATA datum NNS 10599 266 62 WAREHOUSE warehouse NN 10599 266 63 ETL etl NN 10599 266 64 Processes process VBZ 10599 266 65 Modeling Modeling NNP 10599 266 66 Data datum NNS 10599 266 67 Visualization visualization NN 10599 266 68 CONCLUSION conclusion NN 10599 266 69 REFERENCES reference NNS