Cross language prediction of vandalism on wikipedia using article views and revisions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7819 LNAI, Issue PART 2, 2013, Pages 268-279

  Tran, Khoi Nguyen ^a   Christen, Peter ^a  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CROSS LANGUAGES; F1 SCORES; WIKIPEDIA; WIKIPEDIA ARTICLES;

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

DATA MINING;

EID: 84893536124     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37456-2_23     Document Type: Conference Paper

References (23)

1. Priedhorsky, R., Chen, J., Lam, S.T.K., Panciera, K., Terveen, L., Riedl, J.: Creating, destroying, and restoring value in wikipedia. In: Proceedings of the 2007 International ACM Conference on Supporting Group Work, GROUP 2007, pp. 259-268. ACM, New York (2007)
2. Viégas, F.B., Wattenberg, M., Dave, K.: Studying cooperation and conflict between authors with history flow visualizations. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2004, pp. 575-582. ACM, New York (2004)
3. Kittur, A., Suh, B., Pendleton, B.A., Chi, E.H.: He says, she says: conflict and coordination in wikipedia. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2007, pp. 453-462. ACM, New York (2007)
4. Smets, K., Goethals, B., Verdonk, B.: Automatic vandalism detection in wikipedia: Towards a machine learning approach. In: AAAI Workshop on Wikipedia and Artificial Intelligence: An Evolving Synergy, pp. 43-48 (2008)
5. Panciera, K., Halfaker, A., Terveen, L.: Wikipedians are born, not made: a study of power editors on wikipedia. In: Proceedings of the ACM 2009 International Conference on Supporting Group Work, GROUP 2009, pp. 51-60. ACM, New York (2009)
6. Potthast, M., Stein, B., Gerling, R.: Automatic vandalism detection in wikipedia. In: Macdonald, C., Ounis, I., Plachouras, V., Ruthven, I.,White, R.W. (eds.) ECIR 2008. LNCS, vol. 4956, pp. 663-668. Springer, Heidelberg (2008)
7. Rzeszotarski, J., Kittur, A.: Learning from history: predicting reverted work at the word level in wikipedia. In: Proc. of the ACM 2012 Conf. on Computer Supported Cooperative Work, CSCW 2012, pp. 437-440. ACM, New York (2012)
8. Chin, S.C., Street, W.N., Srinivasan, P., Eichmann, D.: Detecting wikipedia vandalism with active learning and statistical language models. In: Proc. of the 4th Workshop on Information Credibility, WICOW 2010, pp. 3-10. ACM (2010)
9. Wang, W.Y., McKeown, K.: "got you!": Automatic vandalism detection in wikipedia with web-based shallow syntactic-semantic modeling. In: Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Beijing, China. Coling 2010 Organizing Committee, pp. 1146-1154 (August 2010)
10. Harpalani, M., Hart, M., Singh, S., Johnson, R., Choi, Y.: Language of vandalism: Improving wikipedia vandalism detection via stylometric analysis. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Short Papers, vol. 2, pp. 83-88 (2011)
11. Adler, B., de Alfaro, L., Pye, I.: Detecting wikipedia vandalism using wikitrust. Notebook Papers of CLEF 1, 22-23 (2010)
12. West, A.G., Kannan, S., Lee, I.: Detecting wikipedia vandalism via spatio-temporal analysis of revision metadata? In: Proceedings of the Third European Workshop on System Security, EUROSEC 2010, pp. 22-28. ACM, New York (2010)
13. Potthast, M.: Crowdsourcing a wikipedia vandalism corpus. In: Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, pp. 789-790. ACM, New York (2010)
14. Potthast, M., Holfeld, T.: Overview of the 2nd international competition on wikipedia vandalism detection. In: Notebook for PAN at CLEF (2011)
15. Velasco, S.: Wikipedia vandalism detection through machine learning: Feature review and new proposals. In: Lab Report for PAN-CLEF 2010 (2010)
16. West, A.G., Lee, I.: Multilingual vandalism detection using language-independent & ex post facto evidence - notebook for pan at clef 2011. In: Petras, V., Forner, P., Clough, P.D. (eds.) CLEF (Notebook Papers/Labs/Workshop) (2011)
17. Wu, Q., Irani, D., Pu, C., Ramaswamy, L.: Elusive vandalism detection in wikipedia: a text stability-based approach. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, CIKM 2010, pp. 1797-1800. ACM, New York (2010)
18. Laurent, M., Vickers, T.: Seeking health information online: does wikipedia matter? Journal of the American Medical Informatics Association 16(4), 471-479 (2009)
19. Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research 12, 2825-2830 (2011)
20. Rigutini, L., Maggini, M., Liu, B.: An em based training algorithm for cross-language text categorization. In: Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, pp. 529-535 (September 2005)
21. Liu, Y., Dai, L., Zhou, W., Huang, H.: Active learning for cross language text categorization. In: Tan, P.-N., Chawla, S., Ho, C.K., Bailey, J. (eds.) PAKDD 2012, Part I. LNCS, vol. 7301, pp. 195-206. Springer, Heidelberg (2012)
22. Potthast, M., Stein, B., Holfeld, T.: Overview of the 1st international competition on wikipedia vandalism detection. In: Braschler, M., Harman, D., Pianta, E. (eds.) CLEF (Notebook Papers/LABs/Workshops) (2010)
23. White, J., Maessen, R.: Zot! to wikipedia vandalism - lab report for pan at clef 2010. In: CLEF (Notebook Papers/LABs/Workshops) (2010)