Skip to main content Accessibility help
×
Hostname: page-component-76fb5796d-x4r87 Total loading time: 0 Render date: 2024-04-26T23:11:27.523Z Has data issue: false hasContentIssue false

6 - Simulating A Simple Case Of Organizational Decision Making

Published online by Cambridge University Press:  15 December 2009

Ron Sun
Affiliation:
Rensselaer Polytechnic Institute, New York
Get access

Summary

INTRODUCTION

Computational models of cognitive agents that incorporate a wide range of cognitive functionalities (such as various types of memory/representation, various modes of learning, and sensory motor capabilities) have been developed in both AI and cognitive science (e.g., Anderson & Lebiere, 1998; Sun, 2002). In cognitive science, they are often known as cognitive architectures. Recent developments in cognitive architectures provide new avenues for precisely specifying complex cognitive processes in tangible ways (Anderson & Lebiere, 1998).

In spite of this, however, most of the work in social simulation still assumes very rudimentary cognition on the part of the agents. At the same time, although researchers in cognitive science have devoted considerable attention to the workings of individual cognition (e.g., Anderson, 1983; Klahr et al., 1987; Rumelhart & McClelland, 1986; Sun, 2002), sociocultural processes and their relations to individual cognition have generally not been sufficiently studied by cognitive scientists (with some notable exceptions; e.g., Hutchins, 1995; Resnick et al., 1991; Lave, 1988).

However, there are reasons to believe that better models of individual cognition can lead us to a better understanding of aggregate processes involving multi-agent interaction (Moss, 1999; Castelfranchi, 2001; Sun, 2001). Cognitive models that incorporate realistic tendencies, biases, and capacities of individual cognitive agents (Boyer & Ramble, 2001) can serve as a more realistic basis for understanding multi-agent interaction. This point has been made before in different contexts (e.g., Edmonds & Moss, 2001; Kahan & Rapoport, 1984; Sun, 2001).

As noted earlier, research on social simulation has mostly dealt with simplified versions of social phenomena, involving much simplified agent models (e.g., Gilbert & Doran, 1994; Levy, 1992). Such agents are clearly not cognitively realistic, and thusmayresult in important cognition-related insights being left by the wayside.

Type
Chapter
Information
Cognition and Multi-Agent Interaction
From Cognitive Modeling to Social Simulation
, pp. 124 - 150
Publisher: Cambridge University Press
Print publication year: 2005

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×