메뉴 건너뛰기




Volumn 65, Issue 1, 2007, Pages 57-70

Mining communities and their relationships in blogs: A study of online hate groups

Author keywords

Blogs; Hate groups; Social network analysis; Web mining

Indexed keywords

DATA MINING; INFORMATION SERVICES; INTERNET; ONLINE SYSTEMS; SOCIAL ASPECTS; WEBSITES;

EID: 33751163289     PISSN: 10715819     EISSN: 10959300     Source Type: Journal    
DOI: 10.1016/j.ijhcs.2006.08.009     Document Type: Article
Times cited : (221)

References (75)
  • 1
    • 0036013593 scopus 로고    scopus 로고
    • Statistical mechanics of complex networks
    • Albert R., and Barabási A.-L. Statistical mechanics of complex networks. Reviews of Modern Physics 74 1 (2002) 47-97
    • (2002) Reviews of Modern Physics , vol.74 , Issue.1 , pp. 47-97
    • Albert, R.1    Barabási, A.-L.2
  • 2
    • 0033539175 scopus 로고    scopus 로고
    • Diameter of the world-wide web
    • Albert R., Jeong H., and Barabási A.-L. Diameter of the world-wide web. Nature 401 (1999) 130-131
    • (1999) Nature , vol.401 , pp. 130-131
    • Albert, R.1    Jeong, H.2    Barabási, A.-L.3
  • 3
    • 0034721164 scopus 로고    scopus 로고
    • Error and attack tolerance of complex networks
    • Albert R., Jeong H., and Barabási A.-L. Error and attack tolerance of complex networks. Nature 406 (2000) 378-382
    • (2000) Nature , vol.406 , pp. 378-382
    • Albert, R.1    Jeong, H.2    Barabási, A.-L.3
  • 4
    • 33751161498 scopus 로고    scopus 로고
    • Alexa, 2005. Top English language sites. [Online] Retrieved from http://www.alexa.com/site/ds/top_sites?ts_mode=lang&lang=en on October 7, 2005.
  • 5
    • 33751189882 scopus 로고    scopus 로고
    • Anti-Defamation League, 2001. Poisoning the Web: Hatred online. [Online] Retrieved from http://www.adl.org/poisoning_web/poisoning_toc.asp on October 7, 2005.
  • 6
    • 33751159239 scopus 로고    scopus 로고
    • Armstrong, R., Freitag, D., Joachims, T., Mitchell, T., 1995. WebWatcher: A learning apprentice for the World Wide Web. In: Proceedings of the AAAI Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments, March 1995.
  • 7
    • 0032415217 scopus 로고    scopus 로고
    • Normative versus social constructivist processes in the allocation of citations: a network-analytic model
    • Baldi S. Normative versus social constructivist processes in the allocation of citations: a network-analytic model. American Sociological Review 63 6 (1998) 829-846
    • (1998) American Sociological Review , vol.63 , Issue.6 , pp. 829-846
    • Baldi, S.1
  • 8
    • 18744421488 scopus 로고    scopus 로고
    • Mean-field theory for scale-free random networks
    • Barabási A.-L., Albert R., and Jeong H. Mean-field theory for scale-free random networks. Physica A 272 (1999) 173-187
    • (1999) Physica A , vol.272 , pp. 173-187
    • Barabási, A.-L.1    Albert, R.2    Jeong, H.3
  • 9
    • 0035530730 scopus 로고    scopus 로고
    • White boys to terrorist men: Target recruitment of Nazi skinheads
    • Blazak R. White boys to terrorist men: Target recruitment of Nazi skinheads. American Behavioral Scientist 44 6 (2001) 982-1000
    • (2001) American Behavioral Scientist , vol.44 , Issue.6 , pp. 982-1000
    • Blazak, R.1
  • 10
    • 10044230314 scopus 로고    scopus 로고
    • How blogging software reshapes the online community
    • Blood R. How blogging software reshapes the online community. Communications of the ACM 47 12 (2004) 53-55
    • (2004) Communications of the ACM , vol.47 , Issue.12 , pp. 53-55
    • Blood, R.1
  • 12
    • 0345304831 scopus 로고    scopus 로고
    • The network paradigm in organizational research: a review and typology
    • Borgatti S.P., and Foster P.C. The network paradigm in organizational research: a review and typology. Journal of Management 29 (2003) 991-1013
    • (2003) Journal of Management , vol.29 , pp. 991-1013
    • Borgatti, S.P.1    Foster, P.C.2
  • 13
    • 33751177824 scopus 로고    scopus 로고
    • Brin, S., Page, L., 1998. The anatomy of a large-scale hypertextual web search engine. In: Proceedings of the 7th WWW Conference, Brisbane, Australia, April 1998.
  • 14
    • 33751168091 scopus 로고    scopus 로고
    • Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A., Wiener, J., 2000. Graph Structure in the Web. Proceedings of the 9th International World Wide Web Conference, Amsterdam, Netherlands, May 2000.
  • 15
    • 84937324900 scopus 로고    scopus 로고
    • White supremacist networks on the internet
    • Burris V., Smith E., and Strahm A. White supremacist networks on the internet. Sociological Focus 33 2 (2000) 215-235
    • (2000) Sociological Focus , vol.33 , Issue.2 , pp. 215-235
    • Burris, V.1    Smith, E.2    Strahm, A.3
  • 16
    • 33751161292 scopus 로고    scopus 로고
    • Chakrabarti, S., van den Berg, M., Dom, B., 1999. Focused crawling: a new approach to topic-specific web resource discovery. In: Proceedings of the 8th International World Wide Web Conference, Toronto, Canada, May 1999.
  • 17
    • 0035786499 scopus 로고    scopus 로고
    • Chau, M., Zeng, D., Chen, H., 2001. Personalized Spiders for Web Search and Analysis. Proceedings of the First ACM/IEEE-CS Joint Conference on Digital Libraries, Roanoke, Virginia, USA, June 24-28, 2001, pp. 79-87.
  • 18
    • 33751175691 scopus 로고    scopus 로고
    • Chau, M., Xu, J. J., Chen, H., 2002. Extracting Meaningful Entities from Police Narrative Reports. Proceedings of the National Conference for Digital Government Research (dg.o 2002), Los Angeles, California, USA, May, 2002, pp. 271-275.
  • 19
    • 27544481175 scopus 로고    scopus 로고
    • Chau, M., Qin, J., Zhou, Y., Tseng, C., Chen, H., 2005a. SpidersRUs: Automated development of vertical search engines in different domains and languages. In: Proceedings of the ACM/IEEE-CS Joint Conference on Digital Libraries, Denver, Colorado, USA, June, 2005, pp. 110-111.
  • 20
    • 33751179042 scopus 로고    scopus 로고
    • Chau, M., Shiu, B., Chan, I., Chen, H., 2005b. Automated identification of web communities for business intelligence analysis. In: Proceedings of the Fourth Workshop on E-Business (WEB 2005), Las Vegas, USA, December, 2005.
  • 22
    • 1942500388 scopus 로고    scopus 로고
    • Crime data mining: a general framework and some examples
    • Chen H., Chung W., Xu J., Wang G., Qin Y., and Chau M. Crime data mining: a general framework and some examples. IEEE Computer 37 4 (2004) 50-56
    • (2004) IEEE Computer , vol.37 , Issue.4 , pp. 50-56
    • Chen, H.1    Chung, W.2    Xu, J.3    Wang, G.4    Qin, Y.5    Chau, M.6
  • 24
    • 33751198554 scopus 로고    scopus 로고
    • Cho, J., Garcia-Molina, H., Page, L., 1998. Efficient crawling through URL ordering. In: Proceedings of the 7th WWW Conference, Brisbane, Australia, April 1998.
  • 25
    • 33751186741 scopus 로고    scopus 로고
    • CNN (1999). Hate group web sites on the rise. CNN News [Online] Retrieved from http://edition.cnn.com/US/9902/23/hate.group.report/index.html on October 7, 2005.
  • 26
    • 0037445385 scopus 로고    scopus 로고
    • Efficiency of scale-free networks: error and attack tolerance
    • Crucitti P., Latora V., Marchiori M., and Rapisarda A. Efficiency of scale-free networks: error and attack tolerance. Physica A 320 (2003) 622-642
    • (2003) Physica A , vol.320 , pp. 622-642
    • Crucitti, P.1    Latora, V.2    Marchiori, M.3    Rapisarda, A.4
  • 27
    • 0030264246 scopus 로고    scopus 로고
    • Drawing graphs nicely using simulated annealing
    • Davidson R., and Harel D. Drawing graphs nicely using simulated annealing. ACM Transactions on Graphics 15 4 (1996) 301-331
    • (1996) ACM Transactions on Graphics , vol.15 , Issue.4 , pp. 301-331
    • Davidson, R.1    Harel, D.2
  • 29
    • 13444257865 scopus 로고    scopus 로고
    • Understanding cyberhate: social competition and social creativity in online white supremacist groups
    • Douglas K.M., McGarty C., Bliuc A., and Lala G. Understanding cyberhate: social competition and social creativity in online white supremacist groups. Social Science Computer Review 23 1 (2005) 68-76
    • (2005) Social Science Computer Review , vol.23 , Issue.1 , pp. 68-76
    • Douglas, K.M.1    McGarty, C.2    Bliuc, A.3    Lala, G.4
  • 30
    • 0001070640 scopus 로고
    • A heuristic for graph drawing
    • Eades P. A heuristic for graph drawing. Congressus Numerantium 42 (1984) 149-160
    • (1984) Congressus Numerantium , vol.42 , pp. 149-160
    • Eades, P.1
  • 31
    • 0031361205 scopus 로고    scopus 로고
    • Erickson, T., 1997. Social interaction on the net: Virtual community as participatory genre. Proceedings of the Thirtieth Hawaii International Conference on System Sciences, January 7-10, 1997, Wailea, Hawaii, USA.
  • 32
    • 0034592749 scopus 로고    scopus 로고
    • Flake, G.W., Lawrence, S., Giles, C.L., 2000. Efficient identification of web communities. In: Proceedings of the 6th International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2000), Boston, MA.
  • 33
    • 0036497195 scopus 로고    scopus 로고
    • Self-organization and identification of web communities
    • Flake G.W., Lawrence S., Giles C.L., and Coetzee F.M. Self-organization and identification of web communities. IEEE Computer 35 3 (2002) 66-71
    • (2002) IEEE Computer , vol.35 , Issue.3 , pp. 66-71
    • Flake, G.W.1    Lawrence, S.2    Giles, C.L.3    Coetzee, F.M.4
  • 35
    • 33751198334 scopus 로고    scopus 로고
    • Franklin, R.A., 2005. The hate directory. [Online] Retrieved from http://www.bcpl.net/~rfrankli/hatedir.htm on October 7, 2005.
  • 36
    • 33750177351 scopus 로고
    • Centrality in social networks: conceptual clarification
    • Freeman L.C. Centrality in social networks: conceptual clarification. Social Networks 1 (1979) 215-240
    • (1979) Social Networks , vol.1 , pp. 215-240
    • Freeman, L.C.1
  • 41
    • 0031617713 scopus 로고    scopus 로고
    • Gibson, D., Kleinberg J., Raghavan, P., 1998. Inferring web communities from link topology. In: Proceedings of the 9th ACM Conference on Hypertext and Hypermedia, Pittsburgh, PA.
  • 42
    • 0037062448 scopus 로고    scopus 로고
    • Girvan, M., Newman, M.E.J., 2002. Community structure in social and biological networks. In: Proceedings of the National Academy of Science of the United States of America, vol. 99, pp. 7821-7826.
  • 43
    • 0036209790 scopus 로고    scopus 로고
    • Studying hate crime with the internet: what makes racists advocate racial violence?
    • Glaser J., Dixit J., and Green D.P. Studying hate crime with the internet: what makes racists advocate racial violence?. Journal of Social Issues 58 1 (2002) 177-193
    • (2002) Journal of Social Issues , vol.58 , Issue.1 , pp. 177-193
    • Glaser, J.1    Dixit, J.2    Green, D.P.3
  • 44
    • 33751181494 scopus 로고    scopus 로고
    • Hof, R., 2005. Blogs on ice: Signs of a business model? Business Week Online-The Tech Beat, June 2, 2005. [Online] Retrieved from http://www.businessweek.com/the_thread/techbeat/archives/2005/06/blogs_on_ice_si.html on October 7, 2005.
  • 46
    • 0035799707 scopus 로고    scopus 로고
    • Lethality and centrality in protein networks
    • Jeong H., Mason S.P., Barabási A.-L., and Oltvai Z.N. Lethality and centrality in protein networks. Nature 411 6833 (2001) 41
    • (2001) Nature , vol.411 , Issue.6833 , pp. 41
    • Jeong, H.1    Mason, S.P.2    Barabási, A.-L.3    Oltvai, Z.N.4
  • 47
    • 33751168300 scopus 로고    scopus 로고
    • Kahle, B., 1997. Preserving the Internet. Scientific America, March 1997.
  • 48
    • 0024640140 scopus 로고
    • An algorithm for drawing general undirected graphs
    • Kamada T., and Kawai S. An algorithm for drawing general undirected graphs. Information Processing Letters 31 1 (1989) 7-15
    • (1989) Information Processing Letters , vol.31 , Issue.1 , pp. 7-15
    • Kamada, T.1    Kawai, S.2
  • 49
    • 0032256758 scopus 로고    scopus 로고
    • Kleinberg, J., 1998. Authoritative sources in a hyperlinked environment. In: Proceedings of the 9th ACM-SIAM Symposium on Discrete Algorithms, San Francisco, California, USA, January 1998, pp. 668-677.
  • 51
    • 0038401985 scopus 로고    scopus 로고
    • Mapping networks of terrorist cells
    • Krebs V.E. Mapping networks of terrorist cells. Connections 24 3 (2001) 43-52
    • (2001) Connections , vol.24 , Issue.3 , pp. 43-52
    • Krebs, V.E.1
  • 52
    • 33751194469 scopus 로고    scopus 로고
    • Krupka, G.R., Hausman, K., 1998. IsoQuest Inc.: Description of the NetOwlTM extractor system as used for MUC-7. In: Proceedings of the Seventh Message Understanding Conference, April 1998.
  • 54
  • 55
    • 0037497039 scopus 로고    scopus 로고
    • Persuasive storytelling by hate groups online: Examining its effects on adolescents
    • Lee E., and Leets L. Persuasive storytelling by hate groups online: Examining its effects on adolescents. American Behavioral Scientist 45 (2002) 927-957
    • (2002) American Behavioral Scientist , vol.45 , pp. 927-957
    • Lee, E.1    Leets, L.2
  • 57
    • 33751198333 scopus 로고    scopus 로고
    • McAndrew, D., 1999. The structural analysis of criminal networks. In: The Social Psychology of Crime: Groups, Teams, and Networks, Offender Profiling Series, III. D. Canter and L. Alison. Dartmouth, Aldershot, pp. 53-94.
  • 59
    • 1842788834 scopus 로고    scopus 로고
    • Newman, M.E.J., 2004a. Coauthorship networks and patterns of scientific collaboration. Proceedings of the National Academy of Science of the United States of America, vol. 101, pp. 5200-5205.
  • 60
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • Newman M.E.J. Fast algorithm for detecting community structure in networks. Physical Review E 69 6 (2004) 066133
    • (2004) Physical Review E , vol.69 , Issue.6 , pp. 066133
    • Newman, M.E.J.1
  • 61
    • 33751163308 scopus 로고    scopus 로고
    • Pinkerton, B., 1994. Finding What People Want: Experiences with the WebCrawler. Proceedings of the 2nd International World Wide Web Conference, Chicago, Illinois, USA, 1994.
  • 62
    • 33751197322 scopus 로고    scopus 로고
    • Qin, J., Zhou, Y., Reid, E., Lai, G., Chen, H., 2006. "Unraveling International Terrorist Groups' Exploitation of the Web: Technical Sophistication, Media Richness, and Web Interactivity," Proceedings of the Workshop on Intelligence and Security Informatics (WISI-06), Singapore, April 9, 2006.
  • 63
    • 1542357701 scopus 로고    scopus 로고
    • Radicchi, F., Castellano, C., Cecconi, F., Loreto, V., Parisi, D., 2004. Defining and identifying communities in networks. Proceedings of the National Academy of Science of the United States of America, vol. 101, pp. 2658-2663.
  • 64
    • 33751166214 scopus 로고    scopus 로고
    • Raghu, T.S., Vinze, A., In Press. A business process context for knowledge management. Decision Support Systems, forthcoming.
  • 66
    • 0031618463 scopus 로고    scopus 로고
    • Roberts, T.L., 1998. Are newsgroups virtual communities? Proceedings of the CHI'98 Conference, April 18-23, 1998, Los Angeles, California, USA.
  • 67
    • 0012254042 scopus 로고
    • The application of network analysis to criminal intelligence: an assessment of the prospects
    • Sparrow M.K. The application of network analysis to criminal intelligence: an assessment of the prospects. Social Networks 13 (1991) 251-274
    • (1991) Social Networks , vol.13 , pp. 251-274
    • Sparrow, M.K.1
  • 68
    • 0032220670 scopus 로고    scopus 로고
    • Network positions and propensities to investigation of strategic alliance formation in a high-technology industry
    • Stuart T.E. Network positions and propensities to investigation of strategic alliance formation in a high-technology industry. Administrative Science Quarterly 43 (1998) 668-698
    • (1998) Administrative Science Quarterly , vol.43 , pp. 668-698
    • Stuart, T.E.1
  • 70
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of "small-world" networks
    • Watts D.J., and Strogatz S.H. Collective dynamics of "small-world" networks. Nature 393 (1998) 440-442
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 71
    • 84925899978 scopus 로고
    • Social structure from multiple networks: I. Blockmodels of roles and positions
    • White H.C., Boorman S.A., and Breiger R.L. Social structure from multiple networks: I. Blockmodels of roles and positions. American Journal of Sociology 81 (1976) 730-780
    • (1976) American Journal of Sociology , vol.81 , pp. 730-780
    • White, H.C.1    Boorman, S.A.2    Breiger, R.L.3
  • 72
    • 4544224894 scopus 로고    scopus 로고
    • Fighting organized crime: using shortest-path algorithms to identify associations in criminal networks
    • Xu J.J., and Chen H. Fighting organized crime: using shortest-path algorithms to identify associations in criminal networks. Decision Support Systems 38 3 (2004) 473-487
    • (2004) Decision Support Systems , vol.38 , Issue.3 , pp. 473-487
    • Xu, J.J.1    Chen, H.2
  • 73
    • 20344383501 scopus 로고    scopus 로고
    • Crimenet explorer: a framework for criminal network knowledge discovery
    • Xu J.J., and Chen H. Crimenet explorer: a framework for criminal network knowledge discovery. ACM Transactions on Information Systems 23 2 (2005) 201-226
    • (2005) ACM Transactions on Information Systems , vol.23 , Issue.2 , pp. 201-226
    • Xu, J.J.1    Chen, H.2
  • 74
    • 33751196652 scopus 로고    scopus 로고
    • Zamir, O., Etzioni, O., 1999. Grouper: A dynamic clustering interface to web search results. In: Proceedings of the 8th World Wide Web Conference, Toronto, May 1999.
  • 75
    • 85008065682 scopus 로고    scopus 로고
    • US domestic extremist groups on the web: Link and content analysis
    • Zhou Y., Reid E., Qin J., Chen H., and Lai G. US domestic extremist groups on the web: Link and content analysis. IEEE Intelligent Systems 20 5 (2005) 44-51
    • (2005) IEEE Intelligent Systems , vol.20 , Issue.5 , pp. 44-51
    • Zhou, Y.1    Reid, E.2    Qin, J.3    Chen, H.4    Lai, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.