An approach to decision making based on dynamic argumentation systems

被引:21
|
作者
Ferretti, Edgardo [1 ]
Tamargo, Luciano H. [2 ]
Garcia, Alejandro J. [2 ]
Errecalde, Marcelo L. [1 ]
Simari, Guillermo R. [2 ]
机构
[1] Univ Nacl San Luis, Dept Informat, San Luis, Argentina
[2] Univ Nacl Sur, Dept Comp Sci & Engn, Inst Comp Sci & Engn UNS CONICET, Bahia Blanca, Buenos Aires, Argentina
基金
欧盟地平线“2020”;
关键词
Single-agent decision making; Dynamic argumentation frameworks; Argumentation in decision making; LOGIC; MODEL;
D O I
10.1016/j.artint.2016.10.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:107 / 131
页数:25
相关论文
共 50 条
  • [21] An argumentation-based approach to multiple criteria decision
    Amgoud, L
    Bonnefon, JF
    Prade, H
    SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS, 2005, 3571 : 269 - 280
  • [22] On hypermedia-based argumentation decision support systems
    Hua, GH
    Kimbrough, SO
    DECISION SUPPORT SYSTEMS, 1998, 22 (03) : 259 - 275
  • [23] A Dynamic Decision-Making Approach for Intrusion Response in Industrial Control Systems
    Li, Xuan
    Zhou, Chunjie
    Tian, Yu-Chu
    Qin, Yuanqing
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (05) : 2544 - 2554
  • [24] A systems approach to vaccine decision making
    Lee, Bruce Y.
    Mueller, Leslie E.
    Tilchin, Carla G.
    VACCINE, 2017, 35 : A36 - A42
  • [25] Labeled Knowledge-Based Decision Making with Assumption-Based Argumentation
    Wang, Chuanqing
    Li, Yangyang
    Fei, Chaoqun
    Huang, Xikun
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT I, 2022, 13368 : 450 - 465
  • [26] Judicial Decision Making: A Dynamic Reputation Approach
    Cohen, Alma
    Klement, Alon
    Neeman, Zvika
    JOURNAL OF LEGAL STUDIES, 2015, 44 : S133 - S159
  • [27] A tool for portfolio generation using an argumentation based decision making framework
    Spanoudakis, Nikolaos
    Pendaraki, Konstantina
    19TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL II, PROCEEDINGS, 2007, : 270 - +
  • [28] Structures of systems of dynamic decision-making
    Baranov, VV
    Matrosov, VM
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 1997, 36 (01) : 1 - 10
  • [29] INTELLIGENT SYSTEMS FOR DECISION-MAKING SUPPORT BASED ON BCM APPROACH
    Vujovic, Aleksandar
    Krivokapic, Zdravko
    INTERNATIONAL JOURNAL FOR QUALITY RESEARCH, 2011, 5 (01) : 47 - 53
  • [30] Data-Driven Approach for Dynamic Pricing for Decision Making Systems in Marketing and Finance
    Gladilin, Petr
    Saitov, Irek
    PROCEEDINGS OF THE 2019 25TH CONFERENCE OF OPEN INNOVATIONS ASSOCIATION (FRUCT), 2019, : 102 - 108