Differences in Language Used by Deceivers and Truth-Tellers in Thai Online Chat

Deception detection, especially in online communication, is a burgeoning area of research, but most previous studies have focused on English. Therefore, in this paper, we investigate the applicability of English deceptive features to Thai and also examine whether there are any Thaispecific features not found in English which are associated with Thai deception in online communication. 96 Thai-language chat dialogues were analyzed with results suggesting that features identified in English deception research cannot be transferred to Thai. Two Thaispecific indicators of deception were also identified. The results have implications for theories of deception detection and for the transfer of research findings between languages.

[1]  David Smyth,et al.  Thai: An Essential Grammar , 2002 .

[2]  Christina T. Fong,et al.  “I'm Innocent!”: Effects of Training on Judgments of Truth and Deception in the Interrogation Room , 1999 .

[3]  Lina Zhou,et al.  Cues to Deception in Online Chinese Groups , 2008, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008).

[4]  Jay F. Nunamaker,et al.  An exploratory study into deception detection in text-based computer-mediated communication , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[5]  Jeffrey T. Hancock,et al.  Automated Linguistic Analysis of Deceptive and Truthful Synchronous Computer-Mediated Communication , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[6]  Valerie Hauch,et al.  Linguistic Cues to Deception Assessed by Computer Programs: A Meta-Analysis , 2012 .

[7]  J. Nunamaker,et al.  Automating Linguistics-Based Cues for Detecting Deception in Text-Based Asynchronous Computer-Mediated Communications , 2004 .

[8]  Jay F. Nunamaker,et al.  Using Speech Act Profiling for Deception Detection , 2004, ISI.

[9]  Martha E. Francis,et al.  Journal of Personality and Social Psychology Linguistic Predictors of Adaptive Bereavement , 2022 .

[10]  E. Loyer On Linguistic Imperialism , 2016 .

[11]  Virach Sornlertlamvanich,et al.  Learning phrase break detection in Thai text-to-speech , 2003, INTERSPEECH.

[12]  Victoria L. Rubin TALIP Perspectives, Guest Editorial Commentary , 2014, ACM Trans. Asian Lang. Inf. Process..

[13]  Aldert Vrij,et al.  A cognitive load approach to lie detection , 2008 .

[14]  R. Wiseman Quirkology: The Curious Science of Everyday Lives , 2007 .

[15]  J. Burgoon,et al.  Interpersonal Deception Theory , 1996 .

[16]  Don Rabon Investigative Discourse Analysis , 2007 .

[17]  Jay F. Nunamaker,et al.  Detecting Deception through Linguistic Analysis , 2003, ISI.

[18]  Günter Köhnken The Detection of Deception in Forensic Contexts: Statement Validity Analysis and the ‘detection of the truth’ , 2004 .

[19]  Philip M. McCarthy,et al.  The linguistic correlates of conversational deception: Comparing natural language processing technologies , 2010, Applied Psycholinguistics.

[20]  Dongsong Zhang,et al.  Following linguistic footprints: automatic deception detection in online communication , 2008, CACM.

[21]  Judee K. Burgoon,et al.  Does Participation Affect Deception Success , 2001 .

[22]  C. Frith,et al.  Detecting deception: the scope and limits , 2008, Trends in Cognitive Sciences.

[24]  Dongsong Zhang,et al.  Can online behavior unveil deceivers? - an exploratory investigation of deception in instant messaging , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[25]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[26]  L. Zhou An empirical investigation of deception behavior in instant messaging , 2005, IEEE Transactions on Professional Communication.

[27]  Jay F. Nunamaker,et al.  A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication , 2004, J. Manag. Inf. Syst..

[28]  Deborah G. Johnson Ethics online , 1997 .

[29]  Joanne Arciuli,et al.  Markers of Deception in Italian Speech , 2012, Front. Psychology.

[30]  Toshie Nagura Differences in Language , 1996 .

[31]  P. Ekman,et al.  The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding , 1969 .

[32]  J. Burgoon,et al.  The Dynamic Nature of Deceptive Verbal Communication , 2006 .

[33]  Hitoshi Isahara,et al.  ORCHID: Thai Part-Of-Speech Tagged Corpus , 2009 .

[34]  P. Ekman,et al.  Detecting deception from the body or face. , 1974 .

[35]  Carolyn Pillers Dobler,et al.  The Practice of Statistics , 2001, Technometrics.

[36]  Jeffrey T. Hancock,et al.  On Lying and Being Lied To: A Linguistic Analysis of Deception in Computer-Mediated Communication , 2007 .

[37]  A. Vrij,et al.  Cues to Deception and Ability to Detect Lies as a Function of Police Interview Styles , 2007, Law and human behavior.

[38]  Jay F. Nunamaker,et al.  Advances in automated deception detection in text-based computer-mediated communication , 2004, SPIE Defense + Commercial Sensing.

[39]  Jay F. Nunamaker,et al.  Speech act profiling: a probabilistic method for analyzing persistent conversations and their participants , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[40]  J. Pennebaker,et al.  Lying Words: Predicting Deception from Linguistic Styles , 2003, Personality & social psychology bulletin.

[41]  Fabio Celli,et al.  PR2: A Language Independent Unsupervised Tool for Personality Recognition from Text , 2014, ArXiv.

[42]  James J. Gross,et al.  Composure at Any Cost? The Cognitive Consequences of Emotion Suppression , 1999 .

[43]  S. Iwasaki,et al.  A reference grammar of Thai , 2005 .

[44]  M. Zuckerman Verbal and nonverbal communication of deception , 1981 .

[45]  Jenifer Larson-Hall How to Run Statistical Analyses , 2012 .

[46]  Hitoshi Isahara,et al.  Building a Thai part-of-speech tagged corpus (ORCHID) , 1999 .

[47]  Bambi B. Schieffelin,et al.  Language has a heart , 1989 .

[48]  John Sinclair,et al.  Corpus, Concordance, Collocation , 1991 .