Toward a Dempster-Shafer theory of concepts

被引：15
|
作者：
Frittella, Sabine [1 ]
Manoorkar, Krishna [2 ]
Palmigiano, Alessandra [3 ,4 ]
Tzimoulis, Apostolos [3 ]
Wijnberg, Nachoem [5 ,6 ]
机构：
[1] Univ Orleans, INSA Ctr Val Loire, LIFO EA 4022, Bourges, France
[2] Technion Israel Inst Technol, Haifa, Israel
[3] VU Sch Business & Econ, Amsterdam, Netherlands
[4] Univ Johannesburg, Dept Math & Appl Math, Johannesburg, South Africa
[5] Univ Amsterdam, Amsterdam Business Sch, Amsterdam, Netherlands
[6] Univ Johannesburg, Coll Business & Econ, Johannesburg, South Africa
来源：
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING | 2020年 / 125卷
关键词：
Formal concept analysis; Dempster-Shafer theory; Epistemic logic; BELIEF FUNCTIONS; ROUGH;
D O I：
10.1016/j.ijar.2020.05.004
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 generalize the basic notions and results of Dempster-Shafer theory from predicates to formal concepts. Results include the representation of conceptual belief functions as inner measures of suitable probability functions, and a Dempster-Shafer rule of combination on belief functions on formal concepts. (C) 2020 The Author(s). Published by Elsevier Inc.
引用
收藏
页码：14 / 25
页数：12
相关论文
共 50 条
  • [21] A Measurement for Essential Conflict in Dempster-Shafer Theory
    Ma, Wenjun
    Zhan, Jieyu
    Jiang, Yuncheng
    [J]. ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, 2021, : 1282 - 1289
  • [22] Dempster-Shafer Information Measures in Category Theory
    Peri, Joseph S. J.
    [J]. SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXV, 2016, 9842
  • [23] Association rules and Dempster-Shafer theory of evidence
    Murai, T
    Kudo, Y
    Sato, Y
    [J]. DISCOVERY SCIENCE, PROCEEDINGS, 2003, 2843 : 377 - 384
  • [24] On Distinct Belief Functions in the Dempster-Shafer Theory
    Shenoy, Prakash P.
    [J]. INTERNATIONAL SYMPOSIUM ON IMPRECISE PROBABILITY: THEORIES AND APPLICATIONS, VOL 215, 2023, 215 : 426 - 437
  • [25] Dempster-Shafer Theory in Recommender Systems: A Survey
    Belmessous, Khadidja
    Sebbak, Faouzi
    Mataoui, M'hamed
    Senouci, Mustapha Reda
    Cherifi, Walid
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2024, 32 (05) : 747 - 780
  • [26] Keypoint descriptor fusion with Dempster-Shafer theory
    Mondejar-Guerra, V. M.
    Munoz-Salinas, R.
    Marin-Jimenez, M. J.
    Carmona-Poyato, A.
    Medina-Carnicer, R.
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2015, 60 : 57 - 70
  • [27] Integration of evolutionary prejudices in Dempster-Shafer theory
    [J]. Dupin de Saint-Cyr, Florence (bannay@irit.fr), 2025, 178
  • [28] A Novel Measure of Uncertainty in the Dempster-Shafer Theory
    Wen, Ke
    Song, Yafei
    Wu, Chunhua
    Li, Tianpeng
    [J]. IEEE ACCESS, 2020, 8 : 51550 - 51559
  • [29] A Generalization of Probabilistic Argumentation with Dempster-Shafer Theory
    Nguyen Duy Hung
    [J]. KI 2017: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2017, 10505 : 155 - 169
  • [30] UNCERTAINTY IN THE DEMPSTER-SHAFER THEORY - A CRITICAL REEXAMINATION
    KLIR, GJ
    RAMER, A
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1990, 18 (02) : 155 - 166
12345