Residential College | false |
Status | 已發表Published |
Ontology-Based Sentiment Analysis Model of Customer Reviews for Electronic Products | |
K. M. Sam1; C. R. Chatwin2 | |
2013 | |
Source Publication | International Journal of e-Education, e-Business, e-Management and e-Learning |
ISSN | 2010-3654 |
Volume | 3Issue: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. |
Keyword | Non-rule Based Unstructured Data Semantic Content Retrieval Sentiment Analysis Query Analysis Ontology Hownet |
DOI | 10.7763/IJEEEE.2013.V3.282 |
Language | 英語English |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Business Administration DEPARTMENT OF ACCOUNTING AND INFORMATION MANAGEMENT |
Affiliation | 1.University of Macau 2.University of Sussex |
First Author Affilication | University 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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