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Sixth International Conference on Emerging trends in Engineering and Technology ( ICETET ' 16 )
| Content Provider | Semantic Scholar |
|---|---|
| Author | Sheeba, J. Jeya Christy Bindhu Rekha, M. Fathima, Mrs. H. Riyaz |
| Copyright Year | 2016 |
| Abstract | The main objective of this paper is co-extracting opinion targets and opinion words by using a modified word alignment model. This process mainly used for bad comments removal from VIP facebook account. Nowadays facebook is one of the popular social networking used by everyone. The main purpose of the facebook is to share communicate with the whole friends at a time. But today facebook account is used to spread the bad thoughts and opinion in other facebook accounts. It may lead very serious problems and affect the people's privacy. So this paper focuses to identify the bad comments and remove that. To do this, the paper is to focus on detecting opinion relations between opinion targets and opinion words. To detect the opinion relations this project uses the word alignment model. This method captures opinion relations more precisely and therefore is more effective for opinion target and opinion word extraction. Next, construct an Opinion Relation Graph to model all candidates and the detected opinion relations among them, along with a graph co-ranking algorithm to estimate the confidence of each candidate. In this co-ranking algorithm the items with higher ranks are extracted. Finally the Semantic Labeling is used for finding the synonyms of the given word. This is also compared with bad words to block the comments. This method provides best result. To analyse the performance of the precision rate, recall rate, sensitivity, specificity and f-measure rate are used. The proposed method is compared with the several existing methods. From the comparison it is shown that the proposed method provides better performance than the existing methods. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://www.ijera.com/special_issue/ICETET%202016/Part-%20I/J.%2064-70.pdf |
| Alternate Webpage(s) | http://ijera.com/special_issue/ICETET%202016/Part-%20I/C.%2020-27.pdf |
| Alternate Webpage(s) | http://www.ijera.com/special_issue/ICETET%202016/Part-%20II/M.%2059-66.pdf |
| Alternate Webpage(s) | http://ijera.com/special_issue/ICETET%202016/Part-%20I/I.%2056-63.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
