Collection of U.S. extremist online forums: A web mining approach

Yilu Zhou, Jialun Qin, Guanpi Lai, Hsinchun Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Abstract

Extremists' exploitation of computer-mediated communications such as online forums has recently gained much attention from academia and the government. However, due to the covert nature of these forums and the dynamic nature of the Internet, there have been no systematic methodologies developed for collection and analysis of online information created by extremists. In this study, we propose a systematic Web mining approach to collecting and monitoring extremist forums. Our proposed approach identifies extremist forums from various resources, addresses practical issues faced by researchers and experts in the extremist forum collection process. Such collection provides a foundation for quantitative forum analysis. Using the proposed approach, we created a collection of 110 U.S. domestic extremist forums containing more than 640,000 documents. We also report our findings on the multimedia usage pattern, participant distribution, and posting activity distribution. The collection building results demonstrate the effectiveness and feasibility of our approach. Furthermore, the extremist forum collection we created could serve as an invaluable data source to enable a better understanding of the extremists' movements.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual Hawaii International Conference on System Sciences
DOIs
StatePublished - 2007
Event40th Annual Hawaii International Conference on System Sciences 2007, HICSS'07 - Big Island, HI, United States
Duration: Jan 3 2007Jan 6 2007

Other

Other40th Annual Hawaii International Conference on System Sciences 2007, HICSS'07
CountryUnited States
CityBig Island, HI
Period1/3/071/6/07

Fingerprint

Internet
Monitoring
Communication
Chemical analysis

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Zhou, Y., Qin, J., Lai, G., & Chen, H. (2007). Collection of U.S. extremist online forums: A web mining approach. In Proceedings of the Annual Hawaii International Conference on System Sciences [4076513] https://doi.org/10.1109/HICSS.2007.131

Collection of U.S. extremist online forums : A web mining approach. / Zhou, Yilu; Qin, Jialun; Lai, Guanpi; Chen, Hsinchun.

Proceedings of the Annual Hawaii International Conference on System Sciences. 2007. 4076513.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Zhou, Y, Qin, J, Lai, G & Chen, H 2007, Collection of U.S. extremist online forums: A web mining approach. in Proceedings of the Annual Hawaii International Conference on System Sciences., 4076513, 40th Annual Hawaii International Conference on System Sciences 2007, HICSS'07, Big Island, HI, United States, 1/3/07. https://doi.org/10.1109/HICSS.2007.131
Zhou Y, Qin J, Lai G, Chen H. Collection of U.S. extremist online forums: A web mining approach. In Proceedings of the Annual Hawaii International Conference on System Sciences. 2007. 4076513 https://doi.org/10.1109/HICSS.2007.131
Zhou, Yilu ; Qin, Jialun ; Lai, Guanpi ; Chen, Hsinchun. / Collection of U.S. extremist online forums : A web mining approach. Proceedings of the Annual Hawaii International Conference on System Sciences. 2007.
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