Toward unification of source attribution processes and techniques

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 4551-4556

  Khosmood, Foaad ^a   Levinson, Robert ^a  

^a University of California Santa Cruz   (United States)

Author keywords

Authorship attribution; Meta predictors; N grams; Na ve Bayesian; Neural networks; Source attribution

Indexed keywords

AUTHORSHIP ATTRIBUTION; META PREDICTORS; N-GRAMS; SOURCE ATTRIBUTION;

ALGORITHMS; DATA ACQUISITION; NEURAL NETWORKS; STATISTICAL METHODS; TERMINOLOGY; WORD PROCESSING;

INFORMATION ANALYSIS;

EID: 33947262614     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258376     Document Type: Conference Paper

References (10)

1. Khosmood, Foaad and Kurfess, Franz, "Automatic Source Attribution of Text: A Neural Networks Approach," In IJCNN-05, Montreal, Canada, June 2005.
2. Keselj, Vlado and Peng, Fuchun and Cercone, Nick and Thomas, Calvin. "N-gram-based Author Profiles for Authorship Attribution." In Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'03, Dalhousie University, Halifax, Nova Scotia, Canada, August 2003.
3. Brett Kessler, B and Nunberg, G., Schuetze H. "Automatic Text Genre Detection." In Proceedings of the 35th Annual Meeting of the Association for Computational. Linguistics and the 8th Meeting of the European Chapter of the Association for Computational Linguistics, pages 32-38, Morgan Kaufmann Publishers, San Francisco CA, 1997.
4. Negnevitsky, Michael. Artificial Intelligence, First edition 2002. Addison Wesley. ISBN 0-201-71159-1.
5. Link Grammar documentation, CMU. http://www.link.cs.cmu.edu/link/ Accessed March, 2006.
6. N. Fakotakis E. Stamatatos and G. Kokkinakis. "Computer-based Authorship Attribution without Lexical Measures." Computers and the Humanities, Volume 35, Issue 2, May 2001, pp. 193-214
7. N. Fakotakis E. Stamatatos and G. Kokkinakis. "Automatic Authorship Attribution." In Proceedings EACL-99. 1999.
8. N. Fakotakis E. Stamatatos and G. Kokkinakis. 2000. "Automatic Text Categorization in Terms of Genre and Author." Computational Linguistics, 26(4), 471-495.
9. Patrick Juola: Ad-hoc authorship attribution contest 2004. http://www.mathcs.duq.edu/~juola/authorship_contest.html
10. Jakob Vogdrup Hansen, "Combining Predictors: Comparison of five Meta Machine Learning Methods," Information Sciences vol. 119, 1999.