Research status of community detection based on local expansion
Community detection can effectively mine the characteristics of the network as well as the hidden information.Local expansion is a commonly used method of community detection,and it can be divided into two steps:the selection of seeds and the local expansion.Therefore,in order to analyze the advanta...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2019-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019013/ |
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| _version_ | 1841539405541539840 |
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| author | Yancui SHI Yuan WANG Qing ZHAO Xiankun ZHANG |
| author_facet | Yancui SHI Yuan WANG Qing ZHAO Xiankun ZHANG |
| author_sort | Yancui SHI |
| collection | DOAJ |
| description | Community detection can effectively mine the characteristics of the network as well as the hidden information.Local expansion is a commonly used method of community detection,and it can be divided into two steps:the selection of seeds and the local expansion.Therefore,in order to analyze the advantages and disadvantages of the existing methods and their application,these methods about the selection of seeds,local expansion and evaluation were summarized,compared and analyzed.Then,the application and the research difficulties of community detection based on local extension were summarized.Finally,the research directions of community detection based on local expansion were given. |
| format | Article |
| id | doaj-art-12cd4c6ea8fe4d13be7bdb8e96506031 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-12cd4c6ea8fe4d13be7bdb8e965060312025-01-14T07:16:10ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-01-014014916259724632Research status of community detection based on local expansionYancui SHIYuan WANGQing ZHAOXiankun ZHANGCommunity detection can effectively mine the characteristics of the network as well as the hidden information.Local expansion is a commonly used method of community detection,and it can be divided into two steps:the selection of seeds and the local expansion.Therefore,in order to analyze the advantages and disadvantages of the existing methods and their application,these methods about the selection of seeds,local expansion and evaluation were summarized,compared and analyzed.Then,the application and the research difficulties of community detection based on local extension were summarized.Finally,the research directions of community detection based on local expansion were given.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019013/social networkcommunity detectionselection of seedslocal expansion |
| spellingShingle | Yancui SHI Yuan WANG Qing ZHAO Xiankun ZHANG Research status of community detection based on local expansion Tongxin xuebao social network community detection selection of seeds local expansion |
| title | Research status of community detection based on local expansion |
| title_full | Research status of community detection based on local expansion |
| title_fullStr | Research status of community detection based on local expansion |
| title_full_unstemmed | Research status of community detection based on local expansion |
| title_short | Research status of community detection based on local expansion |
| title_sort | research status of community detection based on local expansion |
| topic | social network community detection selection of seeds local expansion |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019013/ |
| work_keys_str_mv | AT yancuishi researchstatusofcommunitydetectionbasedonlocalexpansion AT yuanwang researchstatusofcommunitydetectionbasedonlocalexpansion AT qingzhao researchstatusofcommunitydetectionbasedonlocalexpansion AT xiankunzhang researchstatusofcommunitydetectionbasedonlocalexpansion |