A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication

The increased chance of deception in computer-mediated communication and the potential risk of taking action based on deceptive information calls for automatic detection of deception. To achieve the ultimate goal of automatic prediction of deception, we selected four common classification methods an...

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Veröffentlicht in:	Journal of management information systems 2004-03, Vol.20 (4), p.139-166
Hauptverfasser:	ZHOU, LINA, BURGOON, JUDEE K., TWITCHELL, DOUGLAS P., QIN, TIANTIAN, NUNAMAKER Jr, JAY F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Classification Classification methods Comparative analysis Computer mediated communication Computer mediated communications Datasets Deception deception detection Decision trees Discriminant analysis Information systems linguistic cues Logistic regression Machine learning Mathematical models Methods Neural networks Studies Verbs Words
Online-Zugang:	Volltext
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