User role analysis method based on directed topological potential
The majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,a novel node role analysis method based on directed topological potential is pro-posed,which can divide nodes into four roles based on their behavior pattern...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2014-12-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.12.015/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539708818030592 |
|---|---|
| author | Song-qing DUAN Xing-long YU Bin WU Bai WANG |
| author_facet | Song-qing DUAN Xing-long YU Bin WU Bai WANG |
| author_sort | Song-qing DUAN |
| collection | DOAJ |
| description | The majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,a novel node role analysis method based on directed topological potential is pro-posed,which can divide nodes into four roles based on their behavior pattern and local influence.Then,a node role-based dynamic networks evolution analysis method is introduced,which can model the dynamics of behavioral roles represent-ing the main connectivity patterns over time and detect the significant event.The experiment results indicate that pro-posed approaches can effectively estimate the node role and detect the dynamics of network evolution. |
| format | Article |
| id | doaj-art-19af40f0112a420da7796aea22eade3a |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-19af40f0112a420da7796aea22eade3a2025-01-14T06:44:37ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-12-013512413559687556User role analysis method based on directed topological potentialSong-qing DUANXing-long YUBin WUBai WANGThe majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,a novel node role analysis method based on directed topological potential is pro-posed,which can divide nodes into four roles based on their behavior pattern and local influence.Then,a node role-based dynamic networks evolution analysis method is introduced,which can model the dynamics of behavioral roles represent-ing the main connectivity patterns over time and detect the significant event.The experiment results indicate that pro-posed approaches can effectively estimate the node role and detect the dynamics of network evolution.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.12.015/social networkdirected topological potentialrole analysisdynamics of network evolution |
| spellingShingle | Song-qing DUAN Xing-long YU Bin WU Bai WANG User role analysis method based on directed topological potential Tongxin xuebao social network directed topological potential role analysis dynamics of network evolution |
| title | User role analysis method based on directed topological potential |
| title_full | User role analysis method based on directed topological potential |
| title_fullStr | User role analysis method based on directed topological potential |
| title_full_unstemmed | User role analysis method based on directed topological potential |
| title_short | User role analysis method based on directed topological potential |
| title_sort | user role analysis method based on directed topological potential |
| topic | social network directed topological potential role analysis dynamics of network evolution |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.12.015/ |
| work_keys_str_mv | AT songqingduan userroleanalysismethodbasedondirectedtopologicalpotential AT xinglongyu userroleanalysismethodbasedondirectedtopologicalpotential AT binwu userroleanalysismethodbasedondirectedtopologicalpotential AT baiwang userroleanalysismethodbasedondirectedtopologicalpotential |