An Extension of Semantic Proximity for Fuzzy Functional Dependencies

被引：0

作者：

Lee, Wei-Hsuan ^{[1
]}

Pang, Chin-Tzong ^{[1
]}

机构：

[1] Yuan Ze Univ, Dept Informat Management, Tao Yuan, Taiwan

来源：

2009 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY | 2009年

关键词：

JOIN;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Semantic proximity proposed by Liu is an approach to determine fuzzy functional dependencies. However, the approach that utilizes fuzzy values with the form of interval numbers might still have some data out of the range. An extension of semantic proximity with the concept of fuzzy sets at degree alpha set by database designers is presented, giving it a more flexibility in calculating the degree of proximity between fuzzy values. Then, we may determine fuzzy functional dependencies and prove the inference rules to be sound and complete. Furthermore, we present the use of a compressing rule to help reduce the range or fuzzy sets to be closer to the real situation.

引用

页码：157 / 162

页数：6

共 50 条

[41] Process dependencies of optical proximity corrections
Zach, F
Samuels, D
Thomas, A
Butt, S
[J]. OPTICAL MICROLITHOGRAPHY XIV, PTS 1 AND 2, 2001, 4346 : 113 - 118
[42] Method for the Assessment of Semantic Accuracy Using Rules Identified by Conditional Functional Dependencies
Santana, Vanusa S.
Lopes, Fabio S.
[J]. METADATA AND SEMANTIC RESEARCH, MTSR 2019, 2019, 1057 : 284 - 297
[43] Functional dependencies in extended possibility-based fuzzy relational databases
Ma, ZM
Zhang, WJ
Ma, WY
Chen, GQ
[J]. NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 929 - 932
[44] A Complete Logic for Fuzzy Functional Dependencies over Domains with Similarity Relations
Cordero, P.
Enciso, M.
Mora, A.
de Guzman, I. P.
[J]. BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1, 2009, 5517 : 261 - 269
[45] FUNCTIONAL-DEPENDENCIES AND NORMAL FORMS IN THE FUZZY RELATIONAL DATABASE MODEL
SHENOI, S
MELTON, A
FAN, LT
[J]. INFORMATION SCIENCES, 1992, 60 (1-2) : 1 - 28
[46] Fuzzy functional and multivalued dependencies for frank’s class of additive generators
Nesimović S.
Gušić D.
[J]. 1600, North Atlantic University Union NAUN (15): : 8 - 22
[47] Fuzzy Functional Dependencies as a Method of Choice for Fusion of AIS and OTHR Data
Mostafa, Medhat Abdel Rahman Mohamed
Vucetic, Miljan
Stojkovic, Nikola
Lekic, Nikola
Makarov, Aleksej
[J]. SENSORS, 2019, 19 (23)
[48] Synergy of Linguistic Summaries and Fuzzy Functional Dependencies for Mining Knowledge in the Data
Hudec, Miroslav
Vucetic, Miljan
Vujosevic, Mirko
[J]. 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2014, : 335 - 340
[49] A new method for computing fuzzy functional dependencies in relational database systems
Vucetic, Miljan
Hudec, Miroslav
Vujosevic, Mirko
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (07) : 2738 - 2745
[50] FUZZY FUNCTIONAL-DEPENDENCIES AND LOSSLESS JOIN DECOMPOSITION OF FUZZY RELATIONAL DATABASE-SYSTEMS
RAJU, KVSVN
MAJUMDAR, AK
[J]. ACM TRANSACTIONS ON DATABASE SYSTEMS, 1988, 13 (02): : 129 - 166

← 1 2 3 4 5 →