Opinion mining method on hot topic of micro−blog
A method of opinion mining was argued in connection with hot topic of micro-blog.Firstly,opinion sentences are identified by syntactic dependencies templates and support vector machine (SVM).Secondly,the opinion words can be get in opinion sentences by syntactic dependencies and lexical relations,th...
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| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2014-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.030/ |
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| _version_ | 1841539636627767296 |
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| author | Guang-lei ZHANG Ya-bin XU |
| author_facet | Guang-lei ZHANG Ya-bin XU |
| author_sort | Guang-lei ZHANG |
| collection | DOAJ |
| description | A method of opinion mining was argued in connection with hot topic of micro-blog.Firstly,opinion sentences are identified by syntactic dependencies templates and support vector machine (SVM).Secondly,the opinion words can be get in opinion sentences by syntactic dependencies and lexical relations,thus they can be displayed clearly.Finally,the experiment proves the effectiveness of this method. |
| format | Article |
| id | doaj-art-224096b2ab9848a49f0a114f52e4828d |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-224096b2ab9848a49f0a114f52e4828d2025-01-14T06:45:16ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-11-013522022759689448Opinion mining method on hot topic of micro−blogGuang-lei ZHANGYa-bin XUA method of opinion mining was argued in connection with hot topic of micro-blog.Firstly,opinion sentences are identified by syntactic dependencies templates and support vector machine (SVM).Secondly,the opinion words can be get in opinion sentences by syntactic dependencies and lexical relations,thus they can be displayed clearly.Finally,the experiment proves the effectiveness of this method.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.030/micro-bloghot topicopinion sentencesopinion miningsyntactic dependencies |
| spellingShingle | Guang-lei ZHANG Ya-bin XU Opinion mining method on hot topic of micro−blog Tongxin xuebao micro-blog hot topic opinion sentences opinion mining syntactic dependencies |
| title | Opinion mining method on hot topic of micro−blog |
| title_full | Opinion mining method on hot topic of micro−blog |
| title_fullStr | Opinion mining method on hot topic of micro−blog |
| title_full_unstemmed | Opinion mining method on hot topic of micro−blog |
| title_short | Opinion mining method on hot topic of micro−blog |
| title_sort | opinion mining method on hot topic of micro blog |
| topic | micro-blog hot topic opinion sentences opinion mining syntactic dependencies |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.030/ |
| work_keys_str_mv | AT guangleizhang opinionminingmethodonhottopicofmicroblog AT yabinxu opinionminingmethodonhottopicofmicroblog |