Extended symbolic approximate reasoning based on linguistic modifiers

被引:0
|
作者
Saoussen Bel Hadj Kacem
Amel Borgi
Moncef Tagina
机构
[1] University of Manouba,National School of Computer Sciences
[2] University of Tunis,SOIE Research Laboratory, ISG
[3] Université de Tunis El Manar,LIRPAH Research Laboratory, Institut Supérieur d’Informatique
来源
Knowledge and Information Systems | 2015年 / 42卷
关键词
Symbolic multi-valued logic; Approximate reasoning ; Conjunctive and disjunctive rules; Linguistic modifiers ; Computing with words; Aggregation operators;
D O I
暂无
中图分类号
学科分类号
摘要
Approximate reasoning allows inferring with imperfect knowledge. It is based on a generalization of modus ponens (MP) known as generalized modus ponens (GMP). We are interested in approximate reasoning within symbolic multi-valued logic framework. In a previous work, we have proposed a new GMP based on linguistic modifiers in the multi-valued logic framework. The use of linguistic modifiers allows having a gradual reasoning; moreover, it allows checking axiomatics of approximate reasoning. In this paper, we extend our approximate reasoning to hold with complex rules, i.e., rules whose premises are conjunction or disjunction of propositions. For this purpose, we introduce a new operator that aggregates linguistic modifiers and verifies the required properties of logical connectives within the multi-valued logic framework.
引用
收藏
页码:633 / 661
页数:28
相关论文
共 50 条
  • [1] Extended symbolic approximate reasoning based on linguistic modifiers
    Kacem, Saoussen Bel Hadj
    Borgi, Amel
    Tagina, Moncef
    KNOWLEDGE AND INFORMATION SYSTEMS, 2015, 42 (03) : 633 - 661
  • [2] APPROXIMATE REASONING BASED ON LINGUISTIC MODIFIERS IN A LEARNING SYSTEM
    Kacem, Saoussen Bel Hadj
    Borgi, Amel
    Tagina, Moncef
    ICSOFT 2010: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL 2, 2010, : 431 - 437
  • [3] On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning
    Kacem, Saoussen Bel Hadi
    Borgi, Amel
    Tagina, Moncef
    EMERGING INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2009, 5755 : 190 - +
  • [4] Linguistic modifiers in a symbolic framework
    Akdag, H
    Truck, I
    Borgi, A
    Mellouli, N
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2001, 9 : 49 - 61
  • [5] A RESOLUTION-BASED SYSTEM FOR SYMBOLIC APPROXIMATE REASONING
    CHUNG, HT
    SCHWARTZ, DG
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1995, 13 (03) : 201 - 246
  • [6] Approximate reasoning based on linguistic truth value with α-operator
    Wang, XX
    Hu, XH
    FUZZY SETS AND SYSTEMS, 1999, 105 (03) : 401 - 407
  • [7] Approximate Reasoning with Linguistic Modifier of Translation
    Dammak, Nourchen Zaghden
    Tagina, Moncef
    VISION 2020: SUSTAINABLE ECONOMIC DEVELOPMENT, INNOVATION MANAGEMENT, AND GLOBAL GROWTH, VOLS I-IX, 2017, 2017, : 4953 - 4965
  • [8] Ordered structure-based semantics of linguistic terms of linguistic variables and approximate reasoning
    Nguyen, HC
    Huynh, NV
    COMPUTING ANTICIPATORY SYSTEMS, 2000, 517 : 98 - 116
  • [9] A neural network based on linguistic modifiers
    De Cock, M
    Vynckier, F
    Kerre, EE
    COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, 1999, 1625 : 694 - 696
  • [10] A Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation
    Labella, Alvaro
    Rodriguez, Rosa M.
    Alzahrani, Ahmad A.
    Martinez, Luis
    MATHEMATICS, 2020, 8 (12) : 1 - 22