Applying authorship analysis to extremist-group Web forum messages

IEEE Intelligent Systems

Volumn 20, Issue 5, 2005, Pages 67-75

  Abbasi, Ahmed ^a   Chen, Hsinchun ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHORSHIP IDENTIFICATION TECHNIQUES; LINGUISTIC FEATURES; WEB MESSAGES; WRITING STYLES;

COMPUTATIONAL LINGUISTICS; EDUCATION; INTELLIGENT AGENTS; TECHNICAL WRITING;

WORLD WIDE WEB;

EID: 27344450109     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIS.2005.81     Document Type: Review

References (13)

1. R. Zheng et al., "A Framework of Authorship Identification for Online Messages: Writing Style Features and Classification Techniques," to be published in J. Am. Soc. Information Science und Technology (JASIST), 2005.
2. J. Rudman, "The State of Authorship Attribution Studies: Some Problems and Solutions, Computers and the Humanities, vol. 31, 1998, pp. 351-365.
3. G.U. Yule, The Statistical Study of Literary Vocabulary, Cambridge Univ. Press, 1944.
4. O. De Vel et al., "Mining E-mail Content for Author Identification Forensics," SIGMOD Record, vol. 30, no. 4, 2001, pp. 55-64.
5. J.W. Palmer and D.A. Griffith, "An Emerging Model of Web Site Design for Marketing," Comm. ACM, vol. 41, no. 3, 1998, pp. 44-51.
6. J.F. Burrows, "Word Patterns and Story Shapes: The Statistical Analysis of Narrative Style," Literary and Linguistic Computing, vol. 2, 1987, pp. 61-67.
7. F. Peng et al., "Automated Authorship Attribution with Character Level Language Models," presented at the 10th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2003); http://users.cs.dal.ca/~vlado/papers/2003-EACL03-139.pdf.
8. E. Stamatatos, N. Fakotakis, and G. Kokkinakis, "Computer-Based Authorship Attribution without Lexical Measures," Computers and the Humanities, vol. 35, no. 2, 2001, pp. 193-214.
9. K.B. Beesley, "Arabic Finite-State Morphological Analysis and Generation," Proc. 16th Int'l Conf. Computational Linguistics (COLING 96), 1996, Morgan Kaufmann, pp. 89-94.
10. S.S. Al-Fedaghi and F. Al-Anzi, "A New Algorithm to Generate Arabic Root-Pattern Forms," Proc. 11th Nat'l Computer Conf., KFUPM, Saudi Arabia, 1989, pp. 391-400.
11. L.S. Larkey and M.E. Connell, "Arabic Information Retrieval at UMass in TREC-10," Proc. 10th Text Retrieval Conf. (TREC 2001), Nat'1 Inst. of Standards and Technology, 2001.
12. I. Hmeidi, G. Kanaan, and M. Evens, "Design and Implementation of Automatic Indexing for Information Retrieval with Arabic Documents," J. Am. Soc. Information Science, vol. 48, no. 10, 1997, pp. 867-881.
13. A.N. De Roeck and W. Al-Fares, "A Morphologically Sensitive Clustering Algorithm for Identifying Arabic Roots," Proc. Assoc. for Computational Linguistics (ACL 00), 2000; www.informatik.uni-trier.de/~ley/db/ conf/acl/acl2000.html.