A Study of Collaborative Discovery Processes Using a Cognitive Simulator

Kazuhisa MIWA  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E83-D   No.12   pp.2088-2097
Publication Date: 2000/12/25
Online ISSN: 
DOI: 
Print ISSN: 0916-8532
Type of Manuscript: PAPER
Category: Artificial Intelligence, Cognitive Science
Keyword: 
discovery,  hypothesis testing,  production system,  collaboration,  cognitive model,  

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Summary: 
We discuss human collaborative discovery processes using a production system model as a cognitive simulator. We have developed an interactive production system architecture to construct the simulator. Two production systems interactively find targets in which the only experimental results are shared; each does not know the hypothesis the other system has. Through this kind of interaction, we verify whether or not the performance of two systems interactively finding targets exceeds that of two systems independently finding targets. If we confirm the superiority of collaborative discovery, we approve of emergence by the interaction. The results are: (1) generally speaking collaboration does not produces the emergence defined above, and (2) as the different degree of hypothesis testing strategies that the two system use gets larger, the benefits of interaction gradually increases.