Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases

被引：1
|
作者：
Myszkorowski, Krzysztof [1 ]
机构：
[1] Lodz Univ Technol, Inst Informat Technol, Lodz, Poland
来源：
BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2016 | 2016年 / 613卷
关键词：
Possibilistic databases; Possibility distribution; Possibility measure; Necessity measure; Fuzzy implicator; Fuzzy functional dependencies; Inference rules;
D O I：
10.1007/978-3-319-34099-9_13
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We consider fuzzy functional dependencies (FFDs) which can exist between attributes in possibilistic databases. The degree of FFD is evaluated by two numbers from the unit interval which correspond to possibility and necessity measures. The notion of FFD is defined with the use of the extended Godel implication operator. For such dependencies we present inference rules as a fuzzy extension of Armstrong's axioms. We show that they form a sound and complete system.
引用
收藏
页码：181 / 191
页数：11
相关论文
共 50 条
  • [21] Possibilistic Bayesian inference based on fuzzy data
    Arefi, Mohsen
    Taheri, S. Mahmoud
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2016, 7 (05) : 753 - 763
  • [22] Possibilistic Bayesian inference based on fuzzy data
    Mohsen Arefi
    S. Mahmoud Taheri
    International Journal of Machine Learning and Cybernetics, 2016, 7 : 753 - 763
  • [23] Cardinality constraints and functional dependencies over possibilistic data
    Roblot, Tania
    Link, Sebastian
    DATA & KNOWLEDGE ENGINEERING, 2018, 117 : 339 - 358
  • [24] Inference Rules of Semantic Dependencies in the Enterprise Modelling
    Gustas, Remigijus
    NEW TRENDS IN SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2005, 129 : 235 - 251
  • [25] Ordered functional dependencies in relational databases
    Ng, W
    INFORMATION SYSTEMS, 1999, 24 (07) : 535 - 554
  • [26] ARMSTRONG DATABASES FOR FUNCTIONAL AND INCLUSION DEPENDENCIES
    FAGIN, R
    VARDI, MY
    INFORMATION PROCESSING LETTERS, 1983, 16 (01) : 13 - 19
  • [27] Functional dependencies in vague relational databases
    Zhao, Faxin
    Ma, Z. M.
    2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 4006 - +
  • [28] A Unified Hierarchy for Functional Dependencies, Conditional Functional Dependencies and Association Rules
    Medina, Raoul
    Nourine, Lhouari
    FORMAL CONCEPT ANALYSIS, 2009, 5548 : 98 - 113
  • [29] Using Functional Dependencies in Conversion of Relational Databases to Graph Databases
    Megid, Youmna A.
    El-Tazi, Neamat
    Fahmy, Aly
    DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA 2018), PT II, 2018, 11030 : 350 - 357
  • [30] Inference theory for volatility functional dependencies
    Li, Jia
    Todorov, Viktor
    Tauchen, George
    JOURNAL OF ECONOMETRICS, 2016, 193 (01) : 17 - 34
12345