Rationality in context: An analogical perspective

Besold, T. R. (2013). Rationality in context: An analogical perspective. Lecture Notes in Computer Science, 8175, pp. 129-142. doi: 10.1007/978-3-642-40972-1_10

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At times, human behavior seems erratic and irrational. Therefore, when modeling human decision-making, it seems reasonable to take the remarkable abilities of humans into account with respect to rational behavior, but also their apparent deviations from the normative standards of rationality shining up in certain rationality tasks. Based on well-known challenges for human rationality, together with results from psychological studies on decision-making and from previous work in the field of computational modeling of analogy-making, I argue that the analysis and modeling of rational belief and behavior should also consider context-related cognitive mechanisms like analogy-making and coherence maximization of the background theory. Subsequently, I conceptually outline a high-level algorithmic approach for a Heuristic Driven Theory Projection-based system for simulating context-dependent human-style rational behavior. Finally, I show and elaborate on the close connections, but also on the significant differences, of this approach to notions of "ecological rationality".

Item Type: Article
Additional Information: This is a post-peer-review, pre-copyedit version of an article published in Lecture Notes in Computer Science. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-3-642-40972-1_10
Divisions: School of Informatics > Department of Computing
URI: http://openaccess.city.ac.uk/id/eprint/18674

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