English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  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.

Item is

Basic

show hide
Genre: Conference Paper

Files

show Files

Locators

show
hide
Description:
-
OA-Status:

Creators

show
hide
 Creators:
Pontier, Matthijs A., Author
Van Gelder, Jean-Louis1, Author           
De Vries, Reinout E., Author
Affiliations:
1External Organizations, ou_persistent22              

Content

show
hide
Free keywords: -
 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.

Details

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

Event

show
hide
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

Legal Case

show

Project information

show

Source 1

show
hide
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

Source 2

show
hide
Title: Lecture Notes in Computer Science
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 8291 Sequence Number: - Start / End Page: - Identifier: -