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
  • [11] Inference rules for XML constraint-tree-based functional dependencies
    College of Mathematics and System Science, Xinjiang University, Urumqi 830046, China
    不详
    不详
    J. Comput. Inf. Syst., 2007, 5 (2063-2068):
  • [12] Functional dependencies in extended possibility-based fuzzy relational databases
    Ma, ZM
    Zhang, WJ
    Ma, WY
    Chen, GQ
    NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 929 - 932
  • [13] Fuzzy inclusion dependencies in fuzzy relational databases
    Sharma, AK
    Goswami, A
    Gupta, DK
    ITCC 2004: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, VOL 1, PROCEEDINGS, 2004, : 507 - 510
  • [14] Possibilistic Functional Dependencies and Their Relationship to Possibility Theory
    Link, Sebastian
    Prade, Henri
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (03) : 757 - 763
  • [15] Functional dependencies in random databases
    Demetrovics, J
    Katona, GOH
    Miklós, D
    Seleznjev, O
    Thalheim, B
    STUDIA SCIENTIARUM MATHEMATICARUM HUNGARICA, 1998, 34 (1-3) : 127 - 140
  • [16] Functional dependencies for XML databases
    Dong Dong
    Wuwongse, Vilas
    ICCSE'2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 249 - 255
  • [17] MULTIVALUED DEPENDENCIES IN FUZZY RELATIONAL DATABASES
    TRIPATHY, RC
    SAXENA, PC
    FUZZY SETS AND SYSTEMS, 1990, 38 (03) : 267 - 279
  • [18] Dependencies in fuzzy databases: Multivalued dependency
    Nakata, M
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 1591 - 1597
  • [19] Discovery of fuzzy inclusion dependencies in fuzzy relational databases
    Sharma, AK
    Goswami, A
    Gupta, DK
    ISCC2004: NINTH INTERNATIONAL SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, VOLS 1 AND 2, PROCEEDINGS, 2004, : 128 - 133
  • [20] Discovering functional dependencies from similarity-based fuzzy relational databases
    2001, IOS Press BV (05)
12345