A multiple-perspective approach to constructing and aggregating Citation Semantic Link Network

Authors:
Zhixing Huang;Yuhui Qiu
Affiliations:
College of Computer and Information Science, Southwest University, Tiansheng Road #2, Beibei Distinct, Chonqing, 400715, PR China;College of Computer and Information Science, Southwest University, Tiansheng Road #2, Beibei Distinct, Chonqing, 400715, PR China
Venue:
Future Generation Computer Systems
Year:
2010

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Abstract

Various kinds of semantic relationships exist among scientific literatures which worth to be explored. This paper proposes a Citation Semantic Link Network (C-SLN) to describe the semantic information over the literature citation networks. A framework of the construction of C-SLN is represented by integrating several NLP methods. The methods of aggregating a C-SLN and the algorithms of discovering opinion communities in a C-SLN are also discussed. Based on a multi-perspective exploration on the C-SLN, we can effectively find articles of high importance, aggregate the function of citations and detect opinion communities among scientific documents.