Title
Negative results on learning multivalued dependencies with queries
Abstract
Data dependencies are useful to design relational databases. There is a strong connection between dependencies and some fragments of the propositional logic. In particular, functional dependencies are closely related to Horn formulas. Also, multivalued dependencies are characterized in terms of multivalued formulas. It is known that both Horn formulas and sets of functional dependencies are learnable in the exact model of learning with queries. Here we proof that neither multivalued formulas nor multivalued dependencies can be learned using only membership queries or only equivalence queries.
Year
DOI
Venue
2011
10.1016/j.ipl.2011.07.007
Inf. Process. Lett.
Keywords
Field
DocType
functional dependency,multivalued dependency,relational databases,negative result,propositional logic,multivalued formula,horn formula,exact model,data dependency,membership query,equivalence query,databases,multivalued dependencies,relational database
Query learning,Discrete mathematics,Multivalued dependency,Relational database,Propositional calculus,Functional dependency,Theoretical computer science,Equivalence (measure theory),Dependency theory (database theory),Propositional variable,Mathematics
Journal
Volume
Issue
ISSN
111
19
0020-0190
Citations 
PageRank 
References 
4
0.45
7
Authors
2
Name
Order
Citations
PageRank
Víctor Lavín Puente1162.20
Montserrat Hermo25510.77