کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
553962 873573 2006 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Agents with shared mental models for enhancing team decision makings
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
Agents with shared mental models for enhancing team decision makings
چکیده انگلیسی

Proactive information sharing is a challenging issue faced by intelligence agencies in effectively making critical decisions under time pressure in areas related to homeland security. Motivated by psychological studies on human teams, a team-oriented agent architecture, Collaborative Agents for Simulating Teamwork (CAST), was implemented to allow agents in a team to anticipate the information needs of teammates and help them with their information needs proactively and effectively. In this paper, we extend CAST with a decision-making module. Through two sets of experiments in a simulated battlefield, we evaluate the effectiveness of the decision-theoretic proactive communication strategy in improving team performance, and the effectiveness of information fusion as an approach to alleviating the information overload problem faced by distributed decision makers.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 41, Issue 3, March 2006, Pages 634–653
نویسندگان
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