Title :
Construction and Aggregation of Citation Semantic Link Network
Author :
Huang, ZhiXing ; Qiu, Yuhui
Author_Institution :
Semantic Grid Lab., Southwest Univ., Chongqing
Abstract :
Semantic Link Network (SLN) is an extension of the hyperlink network by attaching semantic factors on links.In this paper, we propose a framework of constructing citation semantic link network (CSLN) which extends semantics of typical citation network through integrating several natural language processing techniques including citation function classification, sentiment analysis and keyword extraction. A concrete case of CSLN in opinion mining discipline is studied. Based on the exploration of CSLN from multi-perspective, we can effectively find articles with high importance, detect opinion communities and discover emergent topics among scientific documents.
Keywords :
citation analysis; data mining; natural language processing; pattern classification; aggregation; citation function classification; citation semantic link network; construction; emergent topics; hyperlink network; keyword extraction; natural language processing; opinion communities; opinion mining discipline; scientific documents; semantic factors; sentiment analysis; Citation analysis; Computer networks; Concrete; Grid computing; Information science; Joining processes; Law; Legal factors; Natural language processing; Semantic Web; Semantic Link Network (SLN); community; opinion orientation; sentiment analysis;
Conference_Titel :
Semantics, Knowledge and Grid, 2008. SKG '08. Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3401-5
Electronic_ISBN :
978-0-7695-3401-5
DOI :
10.1109/SKG.2008.26
