Novel role analysis method for network domain users
A novel role analysis method for network domain users was proposed.Firstly,the algorithm used ISODATA algorithm to cluster network events for user behavior analysis,on the basis of conditions,the method search relationships between varieties of grouping sets in the network instance,and identify each...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2017-03-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2017.00128 |
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| _version_ | 1841530263427874816 |
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| author | Xiao-feng XU Li YANG Wei WANG |
| author_facet | Xiao-feng XU Li YANG Wei WANG |
| author_sort | Xiao-feng XU |
| collection | DOAJ |
| description | A novel role analysis method for network domain users was proposed.Firstly,the algorithm used ISODATA algorithm to cluster network events for user behavior analysis,on the basis of conditions,the method search relationships between varieties of grouping sets in the network instance,and identify each user role in the performing process of network instance.Finally,simulation results show that the effectiveness of the proposed algorithm can distinguish the network user hierarchy and obtain the dominant roles about network users. |
| format | Article |
| id | doaj-art-02b9c3fd2dff4dc6858c2ea73fbb0776 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2017-03-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-02b9c3fd2dff4dc6858c2ea73fbb07762025-01-15T03:05:34ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2017-03-013222759549945Novel role analysis method for network domain usersXiao-feng XULi YANGWei WANGA novel role analysis method for network domain users was proposed.Firstly,the algorithm used ISODATA algorithm to cluster network events for user behavior analysis,on the basis of conditions,the method search relationships between varieties of grouping sets in the network instance,and identify each user role in the performing process of network instance.Finally,simulation results show that the effectiveness of the proposed algorithm can distinguish the network user hierarchy and obtain the dominant roles about network users.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2017.00128domain userclustering analysisaccumulation of behaviorant-colony algorithm |
| spellingShingle | Xiao-feng XU Li YANG Wei WANG Novel role analysis method for network domain users 网络与信息安全学报 domain user clustering analysis accumulation of behavior ant-colony algorithm |
| title | Novel role analysis method for network domain users |
| title_full | Novel role analysis method for network domain users |
| title_fullStr | Novel role analysis method for network domain users |
| title_full_unstemmed | Novel role analysis method for network domain users |
| title_short | Novel role analysis method for network domain users |
| title_sort | novel role analysis method for network domain users |
| topic | domain user clustering analysis accumulation of behavior ant-colony algorithm |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2017.00128 |
| work_keys_str_mv | AT xiaofengxu novelroleanalysismethodfornetworkdomainusers AT liyang novelroleanalysismethodfornetworkdomainusers AT weiwang novelroleanalysismethodfornetworkdomainusers |