Study on user influence analysis via regional user interaction model in online social networks
Conventional user influence researches do not accurate reflect the real interaction pattern between different users in online social networks. In order to solve this problem,a user influence evaluation method based on regional user interaction model has been proposed. The regional user interaction m...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2016-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016020/ |
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| _version_ | 1841539558967083008 |
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| author | Nan WANG dong SUNQin dong ZHOUYa qin WANGHan sheng SUILian |
| author_facet | Nan WANG dong SUNQin dong ZHOUYa qin WANGHan sheng SUILian |
| author_sort | Nan WANG |
| collection | DOAJ |
| description | Conventional user influence researches do not accurate reflect the real interaction pattern between different users in online social networks. In order to solve this problem,a user influence evaluation method based on regional user interaction model has been proposed. The regional user interaction model can illustrate the real online social network user interaction pattern between users with different distance by the influence transfer effect. The method calculates the direct influence and the indirect influence of each user in online social networks and identifies the influential users and zombie users. Experiments are based on the real data of Sina Weibo and RenRen online social networks and the results show that compared with the existing methods the method has better accuracy and efficiency for the infl tial user and zombie us-er identification. |
| format | Article |
| id | doaj-art-1dd556730e5e44e4b935472590e538d1 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-1dd556730e5e44e4b935472590e538d12025-01-14T06:54:41ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-01-013716016959698778Study on user influence analysis via regional user interaction model in online social networksNan WANGdong SUNQindong ZHOUYaqin WANGHansheng SUILianConventional user influence researches do not accurate reflect the real interaction pattern between different users in online social networks. In order to solve this problem,a user influence evaluation method based on regional user interaction model has been proposed. The regional user interaction model can illustrate the real online social network user interaction pattern between users with different distance by the influence transfer effect. The method calculates the direct influence and the indirect influence of each user in online social networks and identifies the influential users and zombie users. Experiments are based on the real data of Sina Weibo and RenRen online social networks and the results show that compared with the existing methods the method has better accuracy and efficiency for the infl tial user and zombie us-er identification.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016020/user influence evaluationregional interaction modelonline social networkinfluential userzombie user |
| spellingShingle | Nan WANG dong SUNQin dong ZHOUYa qin WANGHan sheng SUILian Study on user influence analysis via regional user interaction model in online social networks Tongxin xuebao user influence evaluation regional interaction model online social network influential user zombie user |
| title | Study on user influence analysis via regional user interaction model in online social networks |
| title_full | Study on user influence analysis via regional user interaction model in online social networks |
| title_fullStr | Study on user influence analysis via regional user interaction model in online social networks |
| title_full_unstemmed | Study on user influence analysis via regional user interaction model in online social networks |
| title_short | Study on user influence analysis via regional user interaction model in online social networks |
| title_sort | study on user influence analysis via regional user interaction model in online social networks |
| topic | user influence evaluation regional interaction model online social network influential user zombie user |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016020/ |
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