Tracking on-line radicalization using investigative data mining
作者： Pooja Wadhwa , M.P.S Bhatia
关键词:
摘要: The increasing complexity and emergence of Web 2.0 applications have paved way for threats arising out the use social networks by cyber extremists (Radical groups). Radicalization (also called extremism hate propaganda) is a growing concern to society also great pertinence governments & law enforcement agencies all across world. Further, dynamism these groups adds another level in domain, as with time, one may witness change members group hence has motivated many researchers towards this field. This proposal presents an investigative data mining approach detecting dynamic behavior radical online textual analysis messages posted along application techniques used network analysis. Some preliminary results obtained through partial implementation are discussed.
sci-hub.se 参考文章(12)
Nancy C. Roberts, Tracking and disrupting dark networks: Challenges of data collection and analysis Information Systems Frontiers. ,vol. 13, pp. 5- 19 ,(2011) , 10.1007/S10796-010-9271-Z
Fatih Ozgul, Claus Atzenbeck, Ahmet Celik, Zeki Erdem, Incorporating data sources and methodologies for crime data mining intelligence and security informatics. pp. 176- 180 ,(2011) , 10.1109/ISI.2011.5983995
Jennifer Xu, Hsinchun Chen, The topology of dark networks Communications of The ACM. ,vol. 51, pp. 58- 65 ,(2008) , 10.1145/1400181.1400198
P. Wadhwa, M.P.S. Bhatia, Social networks analysis: trends, techniques and future prospects advances in recent technologies in communication and computing. pp. 1- 6 ,(2012) , 10.1049/CP.2012.2481
Jialun Qin, Yilu Zhou, Hsinchun Chen, A multi-region empirical study on the internet presence of global extremist organizations Information Systems Frontiers. ,vol. 13, pp. 75- 88 ,(2011) , 10.1007/S10796-010-9277-6
Michael Chau, Jennifer Xu, Mining communities and their relationships in blogs: A study of online hate groups International Journal of Human-computer Studies \/ International Journal of Man-machine Studies. ,vol. 65, pp. 57- 70 ,(2007) , 10.1016/J.IJHCS.2006.08.009
Rabeah Al-Zaidy, Benjamin C. M. Fung, Amr M. Youssef, Towards discovering criminal communities from textual data acm symposium on applied computing. pp. 172- 177 ,(2011) , 10.1145/1982185.1982225
Hsinchun Chen, Sentiment and affect analysis of Dark Web forums: Measuring radicalization on the internet intelligence and security informatics. pp. 104- 109 ,(2008) , 10.1109/ISI.2008.4565038
Phyllis B. Gerstenfeld, Diana R. Grant, Chau-Pu Chiang, Hate Online: A Content Analysis of Extremist Internet Sites Analyses of Social Issues and Public Policy. ,vol. 3, pp. 29- 44 ,(2003) , 10.1111/J.1530-2415.2003.00013.X
Nasrullah Memon, Abdul Rasool Qureshi, Investigative data mining and its application in counterterrorism AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications. pp. 397- 403 ,(2005)