Abstract
The rising use of synchronous text-based computer-mediated communication (CMC) such as chat rooms and instant messaging in government agencies and the business world presents a potential risk to these organizations. There are no current methods for visualizing or analyzing these persistent conversations to detect deception. Speech act profiling is a method for analyzing and visualizing online conversations, and this paper shows its use for distinguishing online conversations that express uncertainty, an indicator of deception.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
NASD: Instant messaging: Clarification for members regarding supervisory obligations and recordkeeping requirements for instant messaging (2003), http://www.nasdr.com/pdf-text/0333ntm.pdf
Buller, D.B., Burgoon, J.K.: Interpersonal deception theory. Communication Theory 6, 203–242 (1996)
Zuckerman, M., Driver, R.E.: Telling lies: Verbal and nonverbal correlates of deception. In: Siegman, A.W., Feldstein, S. (eds.) Multichannel Integrations of Nonverbal Behavior, Lawrence Erlbaum Associates, Hillsdale (1985)
DePaulo, B.M., Malone, B.E., Lindsay, J.J., Muhlenbruck, L., Charlton, K., Cooper, H.: Cues to deception, under review (2000)
Zhou, L., Twitchell, D.P., Qin, T., Burgoon, J.K., Nunamaker Jr., J.F.: An exploratory study into deception detection in text-based computer-mediated communication. In: Thirty-Sixth Annual Hawaii International Conference on System Sciences (CD/ROM), Big Island, Hawaii, Computer Society Press (2003)
Zhou, L., Burgoon, J.K., Nunamaker, J.F.J., Twitchell, D.P.: Automated linguistics based cues for detecting deception in text-based asynchronous computermediated communication: An emperical investigation. Group Decision and Negotiation 13 (2004) (in press)
Zhou, L., Twitchell, D.P., Qin, T., Burgoon, J.K., Nunamaker Jr., J.F.: Toward the automatic prediction of deception - an empirical comparison of classification methods. Journal of Management Information Systems (2004) (in Press)
Stolcke, A., Reis, K., Coccaro, N., Shriberg, E., Bates, R., Jurafsky, D., Taylor, P., Van Ess-Dykema, C., Martin, R., Meteer, M.: Dialogue act modeling for automatic tagging and recognition of conversational speech. Computational Linguistics 26, 339–373 (2000)
Searle, J.R.: A taxonomy of illocutionary acts. In: Expression and Meaning: Studies in the Theory of Speech Acts, pp. 1–29. Cambridge University Press, Cambridge (1979)
Twitchell, D.P., Nunamaker, J.F.J.: 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), Big Island, Hawaii, IEEE Computer Society Press, Los Alamitos (2004)
Jurafsky, D., Shriberg, E., Biasca, D.: Switchboard SWBD-DAMSL shallowdiscourse-function annotation coders manual, Draft 13 (1997)
Burgoon, J.K., Stern, L.A., Dillman, L.: Interpersonal Adaptation: Dyadic Interaction Patterns. Cambridge University Press, Cambridge (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Twitchell, D.P., Nunamaker, J.F., Burgoon, J.K. (2004). Using Speech Act Profiling for Deception Detection. In: Chen, H., Moore, R., Zeng, D.D., Leavitt, J. (eds) Intelligence and Security Informatics. ISI 2004. Lecture Notes in Computer Science, vol 3073. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-25952-7_30
Download citation
DOI: https://doi.org/10.1007/978-3-540-25952-7_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22125-8
Online ISBN: 978-3-540-25952-7
eBook Packages: Springer Book Archive