Title :
E-Businessmen credibility mining based on web reviews
Author :
Jian-lin, Zhang ; Qian-li, Shen ; Ji-yi, Wu
Author_Institution :
Alibaba Business College Key Lab of E-Business and Information Security Hangzhou Normal University Hangzhou 310036, Chin
Abstract :
Credibility is important for construction of credible E-Business and E-Businessmen credibility mining research based on web reviews has important practical significance. This paper introduces a web review-based E-Businessmen credibility mining mechanism and defines a calculation method of semantic relevance orientation and syntactic relevance orientation in Chinese sentences, meanwhile, for overall emotional orientation analysis of massive text in web reviews, proposes a D-S evidence theory-based opinion mining method of E-Businessmen credibility overall emotional orientation. Experiment results show that this method has good effect on the application of overall emotional orientation analysis of text about E-Businessmen credibility.
Keywords :
Educational institutions; Facsimile; Information security; Manganese; Semantics; Syntactics; D-S evidence theory; credibility; opinion mining; overall orientation; text sentiment; web review;
Conference_Titel :
E -Business and E -Government (ICEE), 2011 International Conference on
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-4244-8691-5
DOI :
10.1109/ICEBEG.2011.5884473