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Deception detection with machine learning: A systematic review and statistical analysis
16 references·0 citing·52 second hop
Deception detection with machine learning: A systematic review and statistical analysis (2023)Deception detection with machine learning…Literature review as a research methodology: An overview and guidelines (2019)Literature review as a resear…Bag-of-Lies: A Multimodal Dataset for Deception Detection (2019)Bag-of-Lies: A Multimodal Dat…PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration (2018)PROBAST: A Tool to Assess Ris…Deception Detection in Videos (2018)Deception Detection in VideosAMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both (2017)AMSTAR 2: a critical appraisa…Nonverbal Communication (2016)Nonverbal CommunicationDeception Detection using Real-life Trial Data (2015)Deception Detection using Rea…Truth-Default Theory (TDT) (2014)Truth-Default Theory (TDT)Linguistic Inquiry and Word Count (LIWC) (2012)Linguistic Inquiry and Word C…Detecting Lies and Deceit: Pitfalls and Opportunities (2008)Detecting Lies and Deceit: Pi…The dark triad and normal personality traits (2005)The dark triad and normal per…The wizards of deception detection (2004)The wizards of deception dete…Detecting Deceit Via Analyses of Verbal and Nonverbal Behavior in Children and Adults (2004)Detecting Deceit Via Analyses…The Accuracy-Confidence Correlation in the Detection of Deception (1997)The Accuracy-Confidence Corre…Who can catch a liar? (1991)Who can catch a liar?Verbal and Nonverbal Communication of Deception (1981)Verbal and Nonverbal Communic…The Presentation of Self in Everyday Life. (1956)Public and private self-consciousness: Assessment and theory. (1975)Does the chimpanzee have a theory of mind? (1978)Sex differences in empathy and related capacities. 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(2001)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)The spread of true and false news online (2018)Scoping studies: towards a methodological framework (2005)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (2021)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)Implementing Precision Psychiatry: A Systematic Review of Individualized Prediction Models for Clinical Practice (2020)Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence (2021)PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods (2025)Meta-analysis in clinical trials (1986)Using thematic analysis in psychology (2006)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. 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References

  • 2019Literature review as a research methodology: An overview and guidelines11,435 cited
  • 2017AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both10,605 cited
  • 2012Linguistic Inquiry and Word Count (LIWC)2,153 cited
  • 2018PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration1,663 cited
  • 1981Verbal and Nonverbal Communication of Deception1,341 cited
  • 2008Detecting Lies and Deceit: Pitfalls and Opportunities1,294 cited
  • 1991Who can catch a liar?839 cited
  • 2005The dark triad and normal personality traits687 cited
  • 2014Truth-Default Theory (TDT)585 cited
  • 1997The Accuracy-Confidence Correlation in the Detection of Deception288 cited
  • 2015Deception Detection using Real-life Trial Data269 cited
  • 2016Nonverbal Communication242 cited
  • 2004The wizards of deception detection154 cited
  • 2004Detecting Deceit Via Analyses of Verbal and Nonverbal Behavior in Children and Adults151 cited
  • 2018Deception Detection in Videos144 cited

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2019
Bag-of-Lies: A Multimodal Dataset for Deception Detection
111 cited

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