科研成果详情

题名Behavioral decision makings: Reconciling behavioral economics and decision systems
作者
发表日期2020-12-02
会议名称19th International Conference on Machine Learning and Cybernetics, ICMLC 2020
会议录名称Proceedings - International Conference on Machine Learning and Cybernetics
ISBN9780738124261
ISSN2160-133X
卷号2020-December
页码8-13
会议日期4 December 2020
会议地点Virtual, Online
摘要

Decision-making (DM) contains three main tasks: ranking, classification, and choice, which accompanies with the development of human being. Ranking and classification are two fundamental DM tasks that have been well studied in fields of information systems, computer sciences, and business analytics. Decision systems are the typical field for this branch. Another branch is choice that has been formally studied in economics. This paper reconciles the substances of decision systems and economics. As a result, a new field, behavioral decision making (BDM), is put forward and outstanding. We review noteworthy transitions from neoclassical economics to behavioral economics in a historical perspective. We examine the principles of economic and psychology into decision systems researches. Behavioral and experimental economics advocate bounded rationality and fairness, which challenge absolute rationality and self-interest assumed by neoclassical economics. BDM could be the best direction of bridging neoclassical sides and behavioral sides, which bring new insights into the communities of information management and systems. A full picture of transitions from people to systems (machines) is exhibited after incorporating behavioral and psychological principles.

关键词Behavioral decision making Behavioral OR Decision systems Economic preferences
DOI10.1109/ICMLC51923.2020.9469538
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语种英语English
Scopus入藏号2-s2.0-85113752007
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被引频次[WOS]:0   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/6122
专题工商管理学院
通讯作者Chai, Junyi
作者单位
BNU-HKBU United International College,Division of Business and Management,Zhuhai,China
第一作者单位北师香港浸会大学
通讯作者单位北师香港浸会大学
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GB/T 7714
Chai, Junyi. Behavioral decision makings: Reconciling behavioral economics and decision systems[C], 2020: 8-13.
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