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Ontology-Based Sentiment Analysis Model of Customer Reviews for Electronic Products
K. M. Sam1; C. R. Chatwin2
2013
Source PublicationInternational Journal of e-Education, e-Business, e-Management and e-Learning
ISSN2010-3654
Volume3Issue:6
Abstract

This paper reports on a generalizable system model design that analyzes the unstructured customer reviews inside the posts about electronic products on social networking websites. For the purposes of this study, posts on social networking websites have been mined and the keywords are extracted from such posts. The extracted keywords and the ontologies of electronic products and emotions form the base for the sentiment analysis model which is used to understand online consumer behavior in the market. In order to enhance system accuracy, negating and enhancing terms are considered in the proposed model. Sentiment analysis is demonstrated to be extremely important to system accuracy.

KeywordNon-rule Based Unstructured Data Semantic Content Retrieval Sentiment Analysis Query Analysis Ontology Hownet
DOI10.7763/IJEEEE.2013.V3.282
Language英語English
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Document TypeJournal article
CollectionFaculty of Business Administration
DEPARTMENT OF ACCOUNTING AND INFORMATION MANAGEMENT
Affiliation1.University of Macau
2.University of Sussex
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
K. M. Sam,C. R. Chatwin. Ontology-Based Sentiment Analysis Model of Customer Reviews for Electronic Products[J]. International Journal of e-Education, e-Business, e-Management and e-Learning, 2013, 3(6).
APA K. M. Sam., & C. R. Chatwin (2013). Ontology-Based Sentiment Analysis Model of Customer Reviews for Electronic Products. International Journal of e-Education, e-Business, e-Management and e-Learning, 3(6).
MLA K. M. Sam,et al."Ontology-Based Sentiment Analysis Model of Customer Reviews for Electronic Products".International Journal of e-Education, e-Business, e-Management and e-Learning 3.6(2013).
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