Title :
Towards reconciling expressivity, efficiency and user-friendliness in database flexible querying
Author :
Smits, Gregory ; Pivert, Olivier ; Girault, Thomas
Author_Institution :
Irisa-Enssat, Univ. of Rennes 1, Lannion, France
Abstract :
In this paper, we present an implementation strategy for a fuzzy querying system embedded in a regular DBMS. This system relies on the language SQLf that makes it possible to express a great variety of fuzzy queries. Experiments show that this implementation strategy induces performance gains with respect to existing strategies based on a loose (or milder) coupling between a fuzzy querying layer and a DBMS, that necessitate an external postprocessing so as to compute the result in the form of a fuzzy relation. We also describe a user-friendly interface aimed at helping nonexpert users express their fuzzy queries in an intuitive manner.
Keywords :
SQL; fuzzy set theory; human computer interaction; query processing; user interfaces; DBMS; SQLf language; database query; efficiency; expressivity; external postprocessing; fuzzy querying layer; fuzzy querying system; fuzzy relation; loose coupling; milder coupling; performance gains; user-friendliness; user-friendly interface; Computer architecture; Couplings; Fuzzy sets; Prototypes; Query processing; Semantics; Database fuzzy querying; PostgreSQL; SQLf; interface; query optimization;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622356