Survey on anomaly propagation research for social networks
Anomaly propagation is a non-traditional mode of information dissemination that frequently occurs in today’s online social networks. To fully comprehend the overall process of anomaly propagation in social networks, the anomaly propagation lifecycle system was classified into incubation period, diff...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2024-05-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024045/ |
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| _version_ | 1841539236865507328 |
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| author | LU Kun ZHANG Jiayu ZHANG Hongli FANG Binxing |
| author_facet | LU Kun ZHANG Jiayu ZHANG Hongli FANG Binxing |
| author_sort | LU Kun |
| collection | DOAJ |
| description | Anomaly propagation is a non-traditional mode of information dissemination that frequently occurs in today’s online social networks. To fully comprehend the overall process of anomaly propagation in social networks, the anomaly propagation lifecycle system was classified into incubation period, diffusion period, climax period, and decline period. In response to the scientific problems existing in different stages of anomaly propagation, four popular research fields of anomaly information, anomaly users, anomaly propagation, and propagation containment were defined and divided respectively from micro and macro perspectives. The main research tasks and related research progress in the four current research areas were reviewed and summarized in detail, problems in existing methods were analyzed. The future research directions on anomaly propagation in social networks were prospected, providing convenience for subsequent research. |
| format | Article |
| id | doaj-art-da3c70aa41744495ae0bcaeaab6d4ec1 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2024-05-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-da3c70aa41744495ae0bcaeaab6d4ec12025-01-14T07:24:27ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2024-05-014519121362276934Survey on anomaly propagation research for social networksLU KunZHANG JiayuZHANG HongliFANG BinxingAnomaly propagation is a non-traditional mode of information dissemination that frequently occurs in today’s online social networks. To fully comprehend the overall process of anomaly propagation in social networks, the anomaly propagation lifecycle system was classified into incubation period, diffusion period, climax period, and decline period. In response to the scientific problems existing in different stages of anomaly propagation, four popular research fields of anomaly information, anomaly users, anomaly propagation, and propagation containment were defined and divided respectively from micro and macro perspectives. The main research tasks and related research progress in the four current research areas were reviewed and summarized in detail, problems in existing methods were analyzed. The future research directions on anomaly propagation in social networks were prospected, providing convenience for subsequent research.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024045/anomaly propagationonline social networkanomaly informationpropagation containment |
| spellingShingle | LU Kun ZHANG Jiayu ZHANG Hongli FANG Binxing Survey on anomaly propagation research for social networks Tongxin xuebao anomaly propagation online social network anomaly information propagation containment |
| title | Survey on anomaly propagation research for social networks |
| title_full | Survey on anomaly propagation research for social networks |
| title_fullStr | Survey on anomaly propagation research for social networks |
| title_full_unstemmed | Survey on anomaly propagation research for social networks |
| title_short | Survey on anomaly propagation research for social networks |
| title_sort | survey on anomaly propagation research for social networks |
| topic | anomaly propagation online social network anomaly information propagation containment |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024045/ |
| work_keys_str_mv | AT lukun surveyonanomalypropagationresearchforsocialnetworks AT zhangjiayu surveyonanomalypropagationresearchforsocialnetworks AT zhanghongli surveyonanomalypropagationresearchforsocialnetworks AT fangbinxing surveyonanomalypropagationresearchforsocialnetworks |