کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4942149 1436990 2017 46 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An approach to decision making based on dynamic argumentation systems
ترجمه فارسی عنوان
یک رویکرد به تصمیم گیری مبتنی بر سیستم استدلال پویا
کلمات کلیدی
تصمیم گیری تک تصمیم گیرنده، چارچوب استدلال پویا، استدلال در تصمیم گیری،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
In this paper we introduce a formalism for single-agent decision making that is based on Dynamic Argumentation Frameworks. The formalism can be used to justify a choice, which is based on the current situation the agent is involved. Taking advantage of the inference mechanism of the argumentation formalism, it is possible to consider preference relations, and conflicts among the available alternatives for that reasoning. With this formalization, given a particular set of evidence, the justified conclusions supported by warranted arguments will be used by the agent's decision rules to determine which alternatives will be selected. We also present an algorithm that implements a choice function based on our formalization. Finally, we complete our presentation by introducing formal results that relate the proposed framework with approaches of classical decision theory.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Artificial Intelligence - Volume 242, January 2017, Pages 107-131
نویسندگان
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