Relaxed Functional Dependencies-A Survey of Approaches

被引:69
作者
Caruccio, Loredana [1 ]
Deufemia, Vincenzo [1 ]
Polese, Giuseppe [1 ]
机构
[1] Univ Salerno, Dept Comp Sci, Fisciano, Italy
关键词
Functional dependencies; data quality; axiomatization; approximate match; DATA QUALITY; CARDINALITY CONSTRAINTS; AXIOMATIZATION; NORMALIZATION; COMPLEXITY; TRENDS; MODEL;
D O I
10.1109/TKDE.2015.2472010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, there has been a renovated interest in functional dependencies due to the possibility of employing them in several advanced database operations, such as data cleaning, query relaxation, record matching, and so forth. In particular, the constraints defined for canonical functional dependencies have been relaxed to capture inconsistencies in real data, patterns of semantically related data, or semantic relationships in complex data types. In this paper, we have surveyed 35 of such functional dependencies, providing a classification criteria, motivating examples, and a systematic analysis of them.
引用
收藏
页码:147 / 165
页数:19
相关论文
共 100 条
[81]   Expressiveness and Complexity of Order Dependencies [J].
Szlichta, Jaroslaw ;
Godfrey, Parke ;
Gryz, Jarek ;
Zuzarte, Calisto .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2013, 6 (14) :1858-1869
[82]   Fundamentals of Order Dependencies [J].
Szlichta, Jaroslaw ;
Godfrey, Parke ;
Gryz, Jarek .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2012, 5 (11) :1220-1231
[83]  
ul Hassan U., 2012, P 9 INT WORKSH INF I, P1
[84]   DYNAMIC FUNCTIONAL-DEPENDENCIES AND DATABASE AGING [J].
VIANU, V .
JOURNAL OF THE ACM, 1987, 34 (01) :28-59
[85]   Strong functional dependencies and their application to normal forms in XML [J].
Vincent, MW ;
Liu, JX ;
Liu, CF .
ACM TRANSACTIONS ON DATABASE SYSTEMS, 2004, 29 (03) :445-462
[86]  
Wang D., 2009, P IEEE GLOBECOM, P1
[87]  
Wenfei Fan, 2013, In Search of Elegance in the Theory and Practice of Computation. Essays Dedicated to Peter Buneman: LNCS 8000, P237, DOI 10.1007/978-3-642-41660-6_12
[89]   Reasoning about qualitative trends in databases [J].
Wijsen, J .
INFORMATION SYSTEMS, 1998, 23 (07) :463-487
[90]  
WOLF G, 2007, P 3 BIENN C INN DAT, P263