Adaptive user behavior's evaluation method based on network status
Abstract:With the development of network, user's complex and dynamic behaviors often lead to unexpected fluctuations of network status,and these fluctuations take great challenge to the stability of network. It is difficult to evaluate user be-havior's affection on network status fluctuati...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2013-07-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.008/ |
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| _version_ | 1841539792265805824 |
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| author | You LU Jun-zhou LUO Wei LI Feng YU Nu XIA |
| author_facet | You LU Jun-zhou LUO Wei LI Feng YU Nu XIA |
| author_sort | You LU |
| collection | DOAJ |
| description | Abstract:With the development of network, user's complex and dynamic behaviors often lead to unexpected fluctuations of network status,and these fluctuations take great challenge to the stability of network. It is difficult to evaluate user be-havior's affection on network status fluctuations for traditional methods because of their subjectivity and static drawbacks. An evaluation method was proposed, which analyses the correlation between the user's behavior and network status fluc-tuations based on actual data of behavior and network status,by means of rough set attribute reduction and attribute im-portance. This method can construct and dynamically adjust the evaluation indexes and their weight adaptive the actual data. The evaluation results show this method can help to detect and manage users who affect the stability of net-work, and provide effective support to control users and their beha ior. |
| format | Article |
| id | doaj-art-267ea9da17cf46fcb1feaa582c7517cb |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-267ea9da17cf46fcb1feaa582c7517cb2025-01-14T06:40:50ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-07-0134718059673473Adaptive user behavior's evaluation method based on network statusYou LUJun-zhou LUOWei LIFeng YUNu XIAAbstract:With the development of network, user's complex and dynamic behaviors often lead to unexpected fluctuations of network status,and these fluctuations take great challenge to the stability of network. It is difficult to evaluate user be-havior's affection on network status fluctuations for traditional methods because of their subjectivity and static drawbacks. An evaluation method was proposed, which analyses the correlation between the user's behavior and network status fluc-tuations based on actual data of behavior and network status,by means of rough set attribute reduction and attribute im-portance. This method can construct and dynamically adjust the evaluation indexes and their weight adaptive the actual data. The evaluation results show this method can help to detect and manage users who affect the stability of net-work, and provide effective support to control users and their beha ior.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.008/user behavior evaluationnetwork statusbehavior effectionrough set |
| spellingShingle | You LU Jun-zhou LUO Wei LI Feng YU Nu XIA Adaptive user behavior's evaluation method based on network status Tongxin xuebao user behavior evaluation network status behavior effection rough set |
| title | Adaptive user behavior's evaluation method based on network status |
| title_full | Adaptive user behavior's evaluation method based on network status |
| title_fullStr | Adaptive user behavior's evaluation method based on network status |
| title_full_unstemmed | Adaptive user behavior's evaluation method based on network status |
| title_short | Adaptive user behavior's evaluation method based on network status |
| title_sort | adaptive user behavior s evaluation method based on network status |
| topic | user behavior evaluation network status behavior effection rough set |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.008/ |
| work_keys_str_mv | AT youlu adaptiveuserbehaviorsevaluationmethodbasedonnetworkstatus AT junzhouluo adaptiveuserbehaviorsevaluationmethodbasedonnetworkstatus AT weili adaptiveuserbehaviorsevaluationmethodbasedonnetworkstatus AT fengyu adaptiveuserbehaviorsevaluationmethodbasedonnetworkstatus AT nuxia adaptiveuserbehaviorsevaluationmethodbasedonnetworkstatus |