Reasoning about reasons behind preferences using modal logic

被引:2
|
作者
Pedersen, Truls [1 ]
Dyrkolbotn, Sjur [4 ]
Agotnes, Thomas [2 ,3 ]
机构
[1] Univ Bergen, Dept Informat Sci & Media Studies, Log Multiagent Syst, Bergen, Norway
[2] Univ Bergen, Dept Informat Sci & Media Studies, Informat Sci, Bergen, Norway
[3] Univ Bergen, Dept Informat Sci & Media Studies, Log Informat & Interact Res Grp, Bergen, Norway
[4] Univ Durham, Durham Law Sch, Durham, England
关键词
Reason-based preferences; Modal logic; Agreement technologies; Typology of disagreement;
D O I
10.1007/s10796-014-9520-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Preferences play a crucial role in the theory of rationality, and therefore also to computational social choice and artificial intelligence. In formal models it is usually assumed that preferences are primitive objects, and little concern is devoted to the question of how they are formed or where they come from. Recent work in rational choice theory challenges this assumption, however, and aims to give more internal structure to the notion of a preference. The focus so far has been on modeling faculties of individual agents, such as their mood, mindset, and motivating reasons. In this paper we contribute to this development by developing a modal logic for reasoning about preferences that depend on a set of motivationally salient properties. The main result is a translation showing how reasoning in this logic can be captured by reasoning in a standard modal logic (KT with universal modality). It follows that reasoning systems and algorithms developed for modal logic (with universal modality) can be employed for reasoning about reason-based preferences. We then discuss how the approach can be generalised to the multi-agent case, and allows us to reason about agents who disagree because they are motivated by different factors, and who might be able to reach consensus simply by changing their perspective.
引用
收藏
页码:713 / 724
页数:12
相关论文
共 50 条
  • [1] Reasoning about reasons behind preferences using modal logic
    Truls Pedersen
    Sjur Dyrkolbotn
    Thomas Ågotnes
    [J]. Information Systems Frontiers, 2015, 17 : 713 - 724
  • [2] A modal logic for reasoning about belief
    Zhang, GQ
    Huang, C
    Rounds, WC
    [J]. THIRTIETH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, VOL 5: ADVANCED TECHNOLOGY, 1997, : 383 - 391
  • [3] MOMO: A modal logic for reasoning about mobility
    De Nicola, R
    Loreti, M
    [J]. FORMAL METHODS FOR COMPONENTS AND OBJECTS, 2005, 3657 : 95 - 119
  • [4] A modal logic for reasoning about economic policies
    Naumov, Pavel G.
    Tao, Jia
    [J]. JOURNAL OF LOGIC AND COMPUTATION, 2017, 27 (01) : 395 - 412
  • [5] Compiling reasoning with and about preferences into default logic
    Delgrande, JP
    Schaub, TH
    [J]. IJCAI-97 - PROCEEDINGS OF THE FIFTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2, 1997, : 168 - 174
  • [6] A Simple Modal Logic for Reasoning about Revealed Beliefs
    Banerjee, Mohua
    Dubois, Didier
    [J]. SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS, 2009, 5590 : 805 - +
  • [7] A Modal Logic for Reasoning about Possibilistic Belief Fusion
    Liau, Churn-Jung
    Fan, Tuan-Fang
    [J]. 19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), 2005, : 1756 - 1757
  • [8] A new modal logic for reasoning about space: spatial propositional neighborhood logic
    Antonio Morales
    Isabel Navarrete
    Guido Sciavicco
    [J]. Annals of Mathematics and Artificial Intelligence, 2007, 51 : 1 - 25
  • [9] A logic for reasoning about coherent conditional probability: A modal fuzzy logic approach
    Marchioni, E
    Godo, L
    [J]. LOGICS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 3229 : 213 - 225
  • [10] A new modal logic for reasoning about space: spatial propositional neighborhood logic
    Morales, Antonio
    Navarrete, Isabel
    Sciavicco, Guido
    [J]. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2007, 51 (01) : 1 - 25