Vector semantic computing method study for short sentence
A vector semantic computing method study for short sentence based on artificial neural network was proposed. And a semantic computational algorithm for social network texts as well as a discovery algorithm for mergencies was provided with reference to the information provided by the social nodes its...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2016-02-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016018/ |
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| _version_ | 1841539564780388352 |
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| author | Fu CHEN Chuang LIN Chao XUE Yue-mei XU Kun MENG Yi-han NI |
| author_facet | Fu CHEN Chuang LIN Chao XUE Yue-mei XU Kun MENG Yi-han NI |
| author_sort | Fu CHEN |
| collection | DOAJ |
| description | A vector semantic computing method study for short sentence based on artificial neural network was proposed. And a semantic computational algorithm for social network texts as well as a discovery algorithm for mergencies was provided with reference to the information provided by the social nodes itself and the semantic of the text. Through the numerization of text, the calculation and comparison of semantic distance, the classification of nodes and the discovery of community can be realized. Then, huge quantities of Sina Weibo contents are collected to verify the model and algorithm put forward. In the end, outlooks for future jobs are provided. |
| format | Article |
| id | doaj-art-3a8867ecc4e74af1abcfc22bba4e67fd |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-02-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-3a8867ecc4e74af1abcfc22bba4e67fd2025-01-14T06:54:43ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-02-0137111959698977Vector semantic computing method study for short sentenceFu CHENChuang LINChao XUEYue-mei XUKun MENGYi-han NIA vector semantic computing method study for short sentence based on artificial neural network was proposed. And a semantic computational algorithm for social network texts as well as a discovery algorithm for mergencies was provided with reference to the information provided by the social nodes itself and the semantic of the text. Through the numerization of text, the calculation and comparison of semantic distance, the classification of nodes and the discovery of community can be realized. Then, huge quantities of Sina Weibo contents are collected to verify the model and algorithm put forward. In the end, outlooks for future jobs are provided.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016018/online social networkstheme semantic computingartificial neural netsburst topics discovering |
| spellingShingle | Fu CHEN Chuang LIN Chao XUE Yue-mei XU Kun MENG Yi-han NI Vector semantic computing method study for short sentence Tongxin xuebao online social networks theme semantic computing artificial neural nets burst topics discovering |
| title | Vector semantic computing method study for short sentence |
| title_full | Vector semantic computing method study for short sentence |
| title_fullStr | Vector semantic computing method study for short sentence |
| title_full_unstemmed | Vector semantic computing method study for short sentence |
| title_short | Vector semantic computing method study for short sentence |
| title_sort | vector semantic computing method study for short sentence |
| topic | online social networks theme semantic computing artificial neural nets burst topics discovering |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016018/ |
| work_keys_str_mv | AT fuchen vectorsemanticcomputingmethodstudyforshortsentence AT chuanglin vectorsemanticcomputingmethodstudyforshortsentence AT chaoxue vectorsemanticcomputingmethodstudyforshortsentence AT yuemeixu vectorsemanticcomputingmethodstudyforshortsentence AT kunmeng vectorsemanticcomputingmethodstudyforshortsentence AT yihanni vectorsemanticcomputingmethodstudyforshortsentence |