Advances in automated deception detection in text-based computer-mediated communication

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5423, Issue , 2004, Pages 122-129

  Adkins, Mark ^a   Twitchell, Douglas P ^a   Burgoon, Judee K ^a   Nunamaker Jr , Jay F ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION SYSTEMS; COMPUTER SOFTWARE; ELECTRONIC MAIL; FUZZY SETS; INTERNET; LEARNING SYSTEMS; MARKOV PROCESSES; PROBABILITY; TEXT PROCESSING; UNCERTAIN SYSTEMS;

AUTOMATED DECEPTION DETECTION; COMPUTER-MEDIATED COMMUNICATION (CMC); NON-VERBAL INFORMATION; VERBAL INFORMATION;

SIGNAL DETECTION;

EID: 10444234172     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.548450     Document Type: Conference Paper

References (21)

1. D. B. Buller and J. K. Burgoon, "Interpersonal deception theory," Communication Theory 6(3), pp. 203-242, 1996.
2. L. Zhou, D. P. Twitchell, T. Qin, J. K. Burgoon, and J. F. Nunamaker Jr., "An exploratory study into deception detection in text-based computer-mediated communication," in Thirty-Sixth Annual Hawaii International Conference on System Sciences (CD/ROM), Computer Society Press, (Big Island, Hawaii), 2003.
3. T. M. Mitchell, Machine Learning, McGraw-Hill Series in Computer Science, McGraw-Hill, New York, 1997.
4. I. H. Witten and E. Frank, Data Mining: Practical Machine Learning Tools and Techniques with Java, The Morgan Kaufmann Series in Data Management Systems, Morgan Kaufmann, San Francisco, 2000.
5. H. Cunningham, "GATE, a. general architecture for text engineering," Computers and the Humanities 36, pp. 223-254, 2002.
6. H. Cunningham, D. Maynard, K. Bontcheva, V. Tablan, C. Ursu, and M. Dimitrov, "Developing language processing components with GATE (a user guide)," user guide, The University of Sheffield, August 2002 2002.
7. H. Cunningham, D. Maynard, K. Bontcheva, and V. Tablan, "GATE: A framework and graphical development environment for robust nip tools and applications," in Proceedings of the 40th Anniversary Meeting of the Association for Computational Linguistics, 2002.
8. D. Maynard, H. Cunningham, K. Bontcheva, R. Catizone, G. Demetriou, R. Gaizauskas, O. Hamza, M. Hepple, P. Herring, B. Mitchell, M. Oakes, W. Peters, A. Setzer, M. Stevenson, V. Tablan, C. Ursu, and Y. Wilks, "A survey of uses of GATE," 2000.
9. P. Lal, Text Summarisation. Masters, Imperial College, 2002.
10. J. Lafferty and P. Eady, The Desert Survival Problem, Experimental Learning Methods, Plymouth, Michigan, 1974.
11. L. Zhou, J. K. Burgoon, J. F. J. Nunamaker, and D. P. Twitchell, "Automated linguistics based cues for detecting deception in text-based asynchronous computer-mediated communication: An empirical investigation," Group Decision and Negotiation (in press), 2003.
12. J. K. Burgoon, M. Burgoon, and M. Wilkinson, "Writing style as predictor of newspaper readership, satisfaction and image," Journalism Quarterly 58(2), pp. 225-231, 1981. ME384 JOURNALISM QUART.
13. H. Hollien, The Acoustics of Crime: The New Science of Forensic Phonetics, Plenum, New York, 1990.
14. A. Vrij, Detecting Lies and Deceit: the psychology of lying and implications for professional practice, John Wiley & Sons, Chichester, 2000.
15. L. Zhou, P. Taylor, T. Qin, J. K. Burgoon, and J. F. Nunamaker Jr., "Toward the automatic prediction of deception - an empirical comparison of classification methods," Journal of Management Information Systems (In Press), 2004.
16. D. P. Twitchell and J. F. J. Nunamaker, "Speech act profiling: A probabilistic method for analyzing persistent conversations and their participants," in Thirty-Seventh Annual Hawaii International Conference on System Sciences (CD/ROM), IEEE Computer Society Press, (Big Island, Hawaii), 2004.
17. J. R. Searle, "A taxonomy of illocutionary acts," in Expression and Meaning: Studies in the Theory of Speech Acts, pp. 1-29, Cambridge University Press, Cambridge, UK, 1979.
18. B. M. DePaulo, B. E. Malone, J. J. Lindsay, L. Muhlenbruck, K. Charlton, and H. Cooper, "Cues to deception," (under review), 2000.
19. A. Stolcke, K. Reis, N. Coccaro, E. Shriberg, R. Bates, D. Jurafsky, P. Taylor, C. Van Ess-Dykema, R. Martin, and M. Meteer, "Dialogue act modeling for automatic tagging and recognition of conversational speech," Computational Linguistics 26(3), pp. 339-373, 2000.
20. K. Wiers and D. P. Twitchell, "A multi-player strategy game," in Workshop on Affective Dialogue Systems, (Kloster Irsee, Germany (Under Review)), 2004.
21. D. P. Twitchell, J. F. J. Nunamaker, and J. K. Burgoon, "Using speech act profiling for deception detection," in Lecture Notes in Computer Science: Intelligence and Security Informatics: Proceedings of the Second NSF/NIJ Symposium on Intelligence and Security Informatics, (Tucson, Arizona (In Press)), 2004.