This talk will review the emerging research in Terrorism Informatics based on a web mining perspective. Recent progress in the internationally renowned Dark Web project will be reviewed, including: deep/dark web spidering (web sites, forums, Youtube, virtual worlds), web metrics analysis, dark network analysis, web-based authorship analysis, and sentiment and affect analysis for terrorism tracking. In collaboration with selected international terrorism research centers and intelligence agencies, the Dark Web project has generated one of the largest databases in the world about extremist/terrorist-generated Internet contents (web sites, forums, blogs, and multimedia documents). Dark Web research has received significant international press coverage, including: Associated Press, USA Today, The Economist, NSF Press, Washington Post, Fox News, BBC, PBS, Business Week, Discover magazine, WIRED magazine, Government Computing Week, Second German TV (ZDF), Toronto Star, and Arizona Daily Star, among others. Recent Dark Web research includes: (1) epidemiological and social network modeling of internet radicalization and violent intents; (2) Dark Web Forum Portal and Video Portal for researchers and analysts; and (3) Geopolitical Web research of social media and news tracking for multi-cultural at-risk regions.
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机译：本讲座将基于网络挖掘的角度回顾新兴的恐怖主义信息学研究。将审查国际知名的Dark Web项目的最新进展，包括：深/暗Web爬虫（网站，论坛，Youtube，虚拟世界），Web指标分析，暗网分析，基于Web的作者身份分析以及情感和影响力恐怖主义追踪分析。与选定的国际恐怖主义研究中心和情报机构合作，“暗网”项目已建立了世界上有关极端主义/恐怖分子生成的互联网内容（网站，论坛，博客和多媒体文档）的最大数据库之一。暗网研究已经获得了国际上的广泛报道，包括：美联社，《今日美国》，《经济学人》，NSF出版社，《华盛顿邮报》，《福克斯新闻》，BBC，PBS，《商业周刊》，《发现》杂志，《有线》杂志，《政府计算周》，第二德国电视台（ZDF），多伦多之星和亚利桑那日报等。 Dark Web的最新研究包括：（1）互联网激进化和暴力意图的流行病学和社交网络建模; （2）用于研究人员和分析人员的暗网论坛门户和视频门户; （3）社交媒体的地缘政治Web研究和针对多文化高风险地区的新闻跟踪。
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