Computer systems that learn: classification and prediction methods from statistics, neural nets, machine learning, and expert systems
Decentralizing decision support systems: a field experiment with drug and criminal investigators
Decision Support Systems
Multivariate data analysis (4th ed.): with readings
Multivariate data analysis (4th ed.): with readings
Data association methods with applications to law enforcement
Decision Support Systems
Determining the Significance of Input Parameters using Sensitivity Analysis
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
An Exploratory Study into Deception Detection in Text-Based Computer-Mediated Communication
HICSS '03 Proceedings of the 36th Annual Hawaii International Conference on System Sciences (HICSS'03) - Track1 - Volume 1
A comparative assessment of classification methods
Decision Support Systems
Deception and design: the impact of communication technology on lying behavior
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automated Linguistic Analysis of Deceptive and Truthful Synchronous Computer-Mediated Communication
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 1 - Volume 01
HICSS '06 Proceedings of the 39th Annual Hawaii International Conference on System Sciences - Volume 01
Enhancing border security: Mutual information analysis to identify suspect vehicles
Decision Support Systems
A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication
Journal of Management Information Systems
Typing or messaging? Modality effect on deception detection in computer-mediated communication
Decision Support Systems
Designing Agent99 trainer: a learner-centered, web-based training system for deception detection
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
An investigation of neural network classifiers with unequal misclassification costs and group sizes
Decision Support Systems
On deception and deception detection: content analysis of computer-mediated stated beliefs
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
A text-based decision support system for financial sequence prediction
Decision Support Systems
Effects of Automated and Participative Decision Support in Computer-Aided Credibility Assessment
Journal of Management Information Systems
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
EACL 2012 Proceedings of the Workshop on Computational Approaches to Deception Detection
Different strokes for different folks: individual stress response as manifested in typed text
CHI '13 Extended Abstracts on Human Factors in Computing Systems
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Deception detection is an essential skill in careers such as law enforcement and must be accomplished accurately. However, humans are not very competent at determining veracity without aid. This study examined automated text-based deception detection which attempts to overcome the shortcomings of previous credibility assessment methods. A real-world, high-stakes sample of statements was collected and analyzed. Several different sets of linguistic-based cues were used as inputs for classification models. Overall accuracy rates of up to 74% were achieved, suggesting that automated deception detection systems can be an invaluable tool for those who must assess the credibility of text.