Performance analysis of topic detection algorithms in distributed environment
Social network has become a way of life,therefore more and more people choose social network to express their views and feelings.Quickly find what people are talking about in big data gets more and more attention.And a lot of related methods of topic detection spring up in this situation.The perform...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2018-08-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018136/ |
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| _version_ | 1841539432733212672 |
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| author | Lu DENG Yan JIA Binxing FANG Bin ZHOU Tao ZHANG Xin LIU |
| author_facet | Lu DENG Yan JIA Binxing FANG Bin ZHOU Tao ZHANG Xin LIU |
| author_sort | Lu DENG |
| collection | DOAJ |
| description | Social network has become a way of life,therefore more and more people choose social network to express their views and feelings.Quickly find what people are talking about in big data gets more and more attention.And a lot of related methods of topic detection spring up in this situation.The performance analysis project was proposed based on the characteristics of social network.According to the project,the performances of some typical topic detection algorithms were tested and compared in large-scale data of Sina Weibo.What’s more,the advantages and disadvantages of these algorithms were pointed out so as to provide references for later applications. |
| format | Article |
| id | doaj-art-7825252f88a74bc58b06df5a1fd3b310 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-08-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-7825252f88a74bc58b06df5a1fd3b3102025-01-14T07:15:22ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-08-013917618459720260Performance analysis of topic detection algorithms in distributed environmentLu DENGYan JIABinxing FANGBin ZHOUTao ZHANGXin LIUSocial network has become a way of life,therefore more and more people choose social network to express their views and feelings.Quickly find what people are talking about in big data gets more and more attention.And a lot of related methods of topic detection spring up in this situation.The performance analysis project was proposed based on the characteristics of social network.According to the project,the performances of some typical topic detection algorithms were tested and compared in large-scale data of Sina Weibo.What’s more,the advantages and disadvantages of these algorithms were pointed out so as to provide references for later applications.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018136/topic detectiondistributed environmentsocial networkperformance analysis |
| spellingShingle | Lu DENG Yan JIA Binxing FANG Bin ZHOU Tao ZHANG Xin LIU Performance analysis of topic detection algorithms in distributed environment Tongxin xuebao topic detection distributed environment social network performance analysis |
| title | Performance analysis of topic detection algorithms in distributed environment |
| title_full | Performance analysis of topic detection algorithms in distributed environment |
| title_fullStr | Performance analysis of topic detection algorithms in distributed environment |
| title_full_unstemmed | Performance analysis of topic detection algorithms in distributed environment |
| title_short | Performance analysis of topic detection algorithms in distributed environment |
| title_sort | performance analysis of topic detection algorithms in distributed environment |
| topic | topic detection distributed environment social network performance analysis |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018136/ |
| work_keys_str_mv | AT ludeng performanceanalysisoftopicdetectionalgorithmsindistributedenvironment AT yanjia performanceanalysisoftopicdetectionalgorithmsindistributedenvironment AT binxingfang performanceanalysisoftopicdetectionalgorithmsindistributedenvironment AT binzhou performanceanalysisoftopicdetectionalgorithmsindistributedenvironment AT taozhang performanceanalysisoftopicdetectionalgorithmsindistributedenvironment AT xinliu performanceanalysisoftopicdetectionalgorithmsindistributedenvironment |