SNODSOC的设计与实现:用于社会网络分析的新型类检测

2012 IEEE International Conference on Intelligence and Security Informatics Pub Date : 2012-06-01 DOI:10.1109/ISI.2012.6284312

Satyen Abrol, L. Khan, V. Khadilkar, B. Thuraisingham, Tyrone Cadenhead

{"title":"SNODSOC的设计与实现:用于社会网络分析的新型类检测","authors":"Satyen Abrol, L. Khan, V. Khadilkar, B. Thuraisingham, Tyrone Cadenhead","doi":"10.1109/ISI.2012.6284312","DOIUrl":null,"url":null,"abstract":"This paper describes a framework, SNODSOC (Stream based novel class detection for social network analysis), that detects evolving patterns and trends in social microblogs. SNODSOC extends our powerful data mining system, SNOD (Stream-based Novel Class Detection) for now detecting novel patterns and trends within microblogs.","PeriodicalId":199734,"journal":{"name":"2012 IEEE International Conference on Intelligence and Security Informatics","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Design and implementation of SNODSOC: Novel class detection for social network analysis\",\"authors\":\"Satyen Abrol, L. Khan, V. Khadilkar, B. Thuraisingham, Tyrone Cadenhead\",\"doi\":\"10.1109/ISI.2012.6284312\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes a framework, SNODSOC (Stream based novel class detection for social network analysis), that detects evolving patterns and trends in social microblogs. SNODSOC extends our powerful data mining system, SNOD (Stream-based Novel Class Detection) for now detecting novel patterns and trends within microblogs.\",\"PeriodicalId\":199734,\"journal\":{\"name\":\"2012 IEEE International Conference on Intelligence and Security Informatics\",\"volume\":\"2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 IEEE International Conference on Intelligence and Security Informatics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISI.2012.6284312\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE International Conference on Intelligence and Security Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISI.2012.6284312","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 5

摘要

本文描述了一个框架，SNODSOC(基于流的社交网络分析新类检测)，用于检测社交微博的演变模式和趋势。SNODSOC扩展了我们强大的数据挖掘系统，SNOD(基于流的新颖类检测)，现在可以检测微博中的新颖模式和趋势。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

Design and implementation of SNODSOC: Novel class detection for social network analysis

This paper describes a framework, SNODSOC (Stream based novel class detection for social network analysis), that detects evolving patterns and trends in social microblogs. SNODSOC extends our powerful data mining system, SNOD (Stream-based Novel Class Detection) for now detecting novel patterns and trends within microblogs.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2012 IEEE International Conference on Intelligence and Security Informatics

自引率

0.00%

发文量

期刊最新文献

Detecting criminal networks: SNA models are compared to proprietary models Securing cyberspace: Identifying key actors in hacker communities Emergency decision support using an agent-based modeling approach Payment card fraud: Challenges and solutions Extracting action knowledge in security informatics