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Mr B.A.R. (Bennett) Kleinberg MSc

Faculty of Social and Behavioural Sciences
Faculty of Science

Visiting address
  • Nieuwe Achtergracht 129
  • Room number:
Postal address
  • Postbus 15933
    1001 NK Amsterdam
Contact details
  • Research

    For details on current products, see my personal website.

    Airport Security 2.0: Cognition-based detection of malicious intent

    How can we identify those who may potentially do something harmful? This questions is more relevant than ever but has largely been ignored by the research community. Recent developments in verbal deception detection are promising but are not applicable on a large scale. I am working on the development of a non-intrusive, real-time system that can be used as a tool for prospective airport passenger screening. One aim is to develop a chatbot-based information elicitation system that uses machine learning to inform us about the veracity of information given by prospective passengers.

    Computational methods for social science and crime science

    The availability of data (crime data, texts, videos) in the open domain is greater than ever before. Computational methods allow us to grasp concepts that have previously been excluded from academic research. I am particularly interested in using machine learning for the classification of deceptive vs. truthful texts, in the development of methodological tools for more transparent research and data sharing, and in the data-driven analysis of crime (e.g. geographical modeling of burglaries and violent crimes).

    Reaction time-based memory detection

    How can we detect whether someone possesses critical information or not? Reaction time tasks like the Concealed Information Tes or the Implicit Association Test are promising tools to detect someone's memory trace. I am interested in how these tools can be improved technically (i.e. mobile use, an accurate web-browser timing of reaction times) and how we can use statistical modeling to reverse-engineer the tests towards real memory detection.

    Google Scholar

    Researchgate

  • Profile

    Brief CV

     

    • 2015 - present: Doctoral Researcher, University of Amsterdam
    • 2014 - 2015 Master of Science (MSc) in Crime Science; University College London. Graduated with highest honours (Dutch: cum laude; GB: Distinction)
    • 2012 - present: Research Assistant at Bruno Verschuere’s LieLab, University of Amsterdam
    • 2010 - 2014: Bachelor of Science (BSc) in Psychology; Specialisation in Psychological Methods; University of Amsterdam. Graduated with highest honours (Dutch: cum laude; GB: First class).

    Personal website

    Researchgate

    Google Scholar

  • Teaching

    I am teaching the following modules:

     

    • Crime Science (Honoursmodule at the Institute for Interdisciplinary Studies)
    • Deception and Lie Detection (Research Master elective)
    • Supervision of Master’s dissertations
    • Supervision of Bachelor's theses (mainly from Clinical Psychology at UvA)
    • Supervision of research internships (throughout the year)

     

    Dissertation, thesis, internship?

    If you are interested in my research in the form of a thesis, dissertation or an internship, please write me an email.

    --> There are several interesting internship possibilities for 2016/2017 (ranging from experimental lab research to machine learning implementation). Get in touch if you're interested.

  • Publications

    2017

    • Kleinberg, B., & Mozes, M. (2017). Web-based text anonymization with Node.js: Introducing NETANOS (Named entity-based Text Anonymization for Open Science). The Journal of Open Source Software, 2(14). https://doi.org/10.21105/joss.00293
    • Lukács, G., Kleinberg, B., & Verschuere, B. (2017). Familiarity-Related Fillers Improve the Validity of Reaction Time-Based Memory Detection. Journal of Applied Research in Memory and Cognition. Retrieved from http://www.sciencedirect.com/science/article/pii/S2211368116301905
    • Verschuere, B., & Kleinberg, B. (2017). Assessing autobiographical memory: the web-based autobiographical Implicit Association Test. Memory, 25(4), 520–530.
    • Kleinberg, B., Mozes, M., Arntz, A., & Verschuere, B. (2017). Preprint: What’s in a name? Using named entities for verbal deception detection. OSF Preprint. Retrieved from https://osf.io/preprints/hk6yf/
    • Kleinberg, B., Mozes, M., van der Toolen, Y., & Verschuere, B. (2017). NETANOS-Named entity-based Text Anonymization for Open Science. OSF Preprint. Retrieved from https://osf.io/preprints/w9nhb/

    2016

    • Verschuere, B., & Kleinberg, B. (2016). ID-Check: Online Concealed Information Test Reveals True Identity. Journal of Forensic Sciences, 61(S1). Retrieved from http://onlinelibrary.wiley.com/doi/10.1111/1556-4029.12960/full
    • Kleinberg, B., & Verschuere, B. (2016). The role of motivation to avoid detection in reaction time-based concealed information detection. Journal of Applied Research in Memory and Cognition, 5(1), 43–51.
    • Leach, A.-M., Ammar, N., England, D. N., Remigio, L. M., Kleinberg, B., & Verschuere, B. J. (2016). Less is more? Detecting lies in veiled witnesses. Law and Human Behavior, 40(4), 401.​
    • Kleinberg, B., Nahari, G., & Verschuere, B. (2016). Using the verifiability of details as a test of deception: A conceptual framework for the automation of the verifiability approach. In Proceedings of NAACL-HLT (pp. 18–25). Retrieved from http://www.aclweb.org/website/old_anthology/W/W16/W16-0803.pdf

    2015

    • Kleinberg, B., & Verschuere, B. (2015). Memory detection 2.0: The first web-based memory detection test. PloS One, 10(4), e0118715.
    • Aarts, A. A., [...] Kleinberg, B., [...] (2015). Estimating the reproducibility of psychological science. Science, 349(6251), 1–8.
    • Verschuere, B., Kleinberg, B., & Theocharidou, K. (2015). RT-based memory detection: Item saliency effects in the single-probe and the multiple-probe protocol. Journal of Applied Research in Memory and Cognition, 4(1), 59–65.
  • Publications

    2018

    2017

    2016

    • Kleinberg, B., & Verschuere, B. (2016). The role of motivation to avoid detection in reaction time-based concealed information detection. Journal of Applied Research in Memory and Cognition, 5(1), 43-51. https://doi.org/10.1016/j.jarmac.2015.11.004 [details]
    • Kleinberg, B., Nahari, G., & Verschuere, B. (2016). Using the verifiability of details as a test of deception: A conceptual framework for the automation of the verifiability approach. In NAACL HLT 2016 : The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: proceedings of the Second Workshop on Computational Approaches to Deception Detection : CADD 2016 : June 17, 2016, San Diego, California, USA (pp. 18-25). Stroudsburg, PA: The Association for Computational Linguistics. [details]
    • Leach, A-M., Ammar, N., England, D. N., Remigio, L. M., Kleinberg, B., & Verschuere, B. J. (2016). Less is more? Detecting lies in veiled witnesses. Law and Human Behavior, 40(4), 401-410. https://doi.org/10.1037/lhb0000189 [details]
    • Verschuere, B., & Kleinberg, B. (2016). Assessing autobiographical memory: The web-based autobiographical Implicit Association Test. Memory, 25(4), 520-530. https://doi.org/10.1080/09658211.2016.1189941 [details]
    • Verschuere, B., & Kleinberg, B. (2016). ID-check: Online concealed information test reveals true identity. Journal of Forensic Sciences, 61(S1), S237-S240. https://doi.org/10.1111/1556-4029.12960 [details]

    2015

    2019

    • Kleinberg, B. A. R. (2019). Towards detecting deceptive intentions on a large scale. [details]

    2017

    • Kleinberg, B., Nahari, G., Arntz, A. R., & Verschuere, B. J. (2017). An investigation of the detectability of false intent about flying. OSF Preprints. https://doi.org/10.17605/OSF.IO/XX397
    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
  • Ancillary activities
    • University College London
      Assistant Professor in Data Science, Department of Security and Crime Science