Computational modeling in cognitive science: A manifesto for change
Category
Journal Article
Authors
Addyman, Caspar, French, Robert M.
Year
2012
Title
Computational modeling in cognitive science: A manifesto for change
Journal / book / conference
Topics in Cognitive Science
Abstract
Computational modeling has long been one of the traditional pillars of cognitive science. Unfortunately, the computer models of cognition being developed today have not kept up with the enormous changes that have taken place in computer technology and, especially, in human-computer interfaces. For all intents and purposes, modeling is still done today as it was 25, or even 35, years ago. Everyone still programs in his or her own favorite programming language, source code is rarely made available, accessibility of models to non-programming researchers is rssentially non-existent, and even for other modelers, the profusion of source code in a multitude of programming languages, written without programming guidelines, makes it almost impossible to access, check, explore, re-use, or continue to develop. It is high time to change this situation, especially since the tools are now readily available to do so. We propose that the modeling community adopt three simple guidelines that would ensure that computational models would be accessible to the broad range of researchers in cognitive science. We further emphasize the pivotal role that journal editors must play in making
computational models accessible to readers of their journals.
Issue
July 2012
Pages
1-10
Keywords
Computational modeling; Cognitive modeling