The effects of mental model formation on group decision making: An agent-based simulation

Hiroki Sayama*, Dene L. Farrell, Shelley D. Dionne

*この研究の対応する著者

研究成果: Article査読

25 被引用数 (Scopus)

抄録

We investigated dynamics of group decision making on complex problems when agents can form mental models of others from discussion history. Results indicated that as the agents' memory capacity increases, the group reaches superficial consensus more easily. Surprisingly, however, the shared mental model of the problem develops only within a limited area of the problem space, because incorporating knowledge from others into one's own knowledge quickly creates local agreement on where relevant solutions are, leaving other potentially useful solutions beyond the scope of discussion. The mechanisms stifling group-level exploration and their implications for decision making research are discussed. © 2010 Wiley Periodicals, Inc. Complexity 16: 49-57, 2011

本文言語English
ページ(範囲)49-57
ページ数9
ジャーナルComplexity
16
3
DOI
出版ステータスPublished - 2011 1 1
外部発表はい

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)
  • 一般

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