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Modelling moral choice as a diffusion process dependent on visual fixations

Pärnamets, Philip LU ; Balkenius, Christian LU and Richardson, Daniel C. (2014) CogSci 2014 : the 36th annual meeting of the Cognitive Science Society In Proceedings of the 36th Annual Conference of the Cognitive Science Society p.1132-1137
Abstract
A current aim in research on moral cognition is the development of computational models of moral choices and judgements. We fit diffusion models with and without dependence on visual fixations to data on binary moral choices. We find that a fixation dependent model provides a better fit and can capture many features of the empirical data. We discuss the implications for understanding moral cognition and future development of moral choice models.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Morality, decision making, eye tracking, computational modelling
in
Proceedings of the 36th Annual Conference of the Cognitive Science Society
editor
Bello, P.; Guarini, M.; McShane, M. and Scassellati, B.
pages
1132 - 1137
publisher
Cognitive Science Society
conference name
CogSci 2014 : the 36th annual meeting of the Cognitive Science Society
ISBN
978-0-9911967-0-8
language
English
LU publication?
yes
id
b1f6be0f-4f35-41f6-acda-2875427842a5 (old id 4697269)
alternative location
https://mindmodeling.org/cogsci2014/papers/201/paper201.pdf
date added to LUP
2014-10-17 10:03:04
date last changed
2016-04-16 09:05:38
@inproceedings{b1f6be0f-4f35-41f6-acda-2875427842a5,
  abstract     = {A current aim in research on moral cognition is the development of computational models of moral choices and judgements. We fit diffusion models with and without dependence on visual fixations to data on binary moral choices. We find that a fixation dependent model provides a better fit and can capture many features of the empirical data. We discuss the implications for understanding moral cognition and future development of moral choice models.},
  author       = {Pärnamets, Philip and Balkenius, Christian and Richardson, Daniel C.},
  booktitle    = {Proceedings of the 36th Annual Conference of the Cognitive Science Society},
  editor       = {Bello, P. and Guarini, M. and McShane, M. and Scassellati, B.},
  isbn         = {978-0-9911967-0-8},
  keyword      = {Morality,decision making,eye tracking,computational modelling},
  language     = {eng},
  pages        = {1132--1137},
  publisher    = {Cognitive Science Society},
  title        = {Modelling moral choice as a diffusion process dependent on visual fixations},
  year         = {2014},
}