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  A computational model of affective moral decision making that predicts human criminal choices

Pontier, M. A., Van Gelder, J.-L., & De Vries, R. E. (2013). A computational model of affective moral decision making that predicts human criminal choices. In G. Boella, E. Elkind, B. T. R. Savarimuthu, F. Dignum, & M. K. Purvi (Eds.), PRIMA 2013: Principles and Practice of Multi-Agent Systems: 16th International Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings (pp. 502-509). Heidelberg: Springer.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0004-667E-D Version Permalink: https://hdl.handle.net/21.11116/0000-0004-667F-C
Genre: Conference Paper

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https://doi.org/10.1007/978-3-642-44927-7_40 (Any fulltext)
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 Creators:
Pontier, Matthijs A., Author
Van Gelder, Jean-Louis1, Author           
De Vries, Reinout E., Author
Affiliations:
1External Organizations, ou_persistent22              

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 Abstract: In the present paper we show that a computational model of affective moral decision making can fit human behavior data obtained from an empirical study on criminal decision making. By applying parameter tuning techniques on data from an initial sample, optimal fits of the affective moral decision making model were found supporting the influences of honesty/humility, perceived risk and negative state affect on criminal choice. Using the parameter settings from the initial sample, we were able to predict criminal choices of participants in the holdout sample. The prediction errors of the full model were fairly low. Moreover, they compared favorably to the prediction errors produced by constrained variants of the model where either the moral, rational or affective influences or a combination of these had been removed.

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Language(s): eng - English
 Dates: 2013
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1007/978-3-642-44927-7_40
 Degree: -

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Title: 16th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2013
Place of Event: Dunedin, New Zealand
Start-/End Date: 2013-12-01 - 2013-12-06

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Title: PRIMA 2013: Principles and Practice of Multi-Agent Systems : 16th International Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings
Source Genre: Proceedings
 Creator(s):
Boella, Guido, Editor
Elkind, Edith, Editor
Savarimuthu, Bastin Tony Roy, Editor
Dignum, Frank, Editor
Purvi, Martin K., Editor
Affiliations:
-
Publ. Info: Heidelberg : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 502 - 509 Identifier: ISBN: 9783642449260

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Title: Lecture Notes in Computer Science
Source Genre: Series
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Pages: - Volume / Issue: 8291 Sequence Number: - Start / End Page: - Identifier: -