id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-027346-ldfgi0vr	Wen, Jie	GCN-IA: User Profile Based on Graph Convolutional Network with Implicit Association Labels	2020-05-22		.txt	text/plain	3133	212	49	title: GCN-IA: User Profile Based on Graph Convolutional Network with Implicit Association Labels Current researches on multi-label user profile either ignore the implicit associations among labels or do not consider the user and label semantic information in the social networks. In this paper, a graph convolutional network with implicit associations (GCN-IA) method is proposed to obtain user profile. As a result, label propagation user profile methods [4] [5] [6] are widely studied, which mainly use the social network information rather than user's activities. To take advantage of this insight, a graph convolutional networks with implicit label associations (GCN-IA) is proposed to get user profile. A graph convolutional networks with implicit label associations (GCN-IA) method is proposed to get user profile. We first construct the social network graph with the relationship between users and design a probability matrix to record the implicit label associations, and then combine this probability matrix with the classical GCN method to embed user and label semantic information.	./cache/cord-027346-ldfgi0vr.txt	./txt/cord-027346-ldfgi0vr.txt