Title :
An interactive fuzzy logic approach to linguistic data summaries
Author :
Kacprzyk, Janusz
Author_Institution :
Syst. Res. Inst., Polish Acad. of Sci., Warsaw, Poland
Abstract :
We present an interactive approach to deriving linguistic summaries of sets of data (databases). We employ R.R. Yager´s (1982; 1991) idea, based on a calculus of linguistically quantified statements, as a point of departure. Since a fully automatic derivation of linguistic summaries is unrealistic for now, we follow J. Kacprzyk and S. Zadrozny´s (1998) general approach advocating the use of a fuzzy querying interface for defining classes of summaries of interest. We show some results of linguistic summaries derived using the implemented system for sales data at a computer retailer
Keywords :
DP industry; database management systems; fuzzy logic; fuzzy set theory; interactive systems; linguistics; retail data processing; user interfaces; automatic derivation; computer retailer; databases; fuzzy querying interface; interactive approach; interactive fuzzy logic approach; linguistic data summaries; linguistically quantified statements; sales data; Calculus; Databases; Fuzzy logic; Humans; Information technology; Marketing and sales; Natural languages; Q measurement; Remuneration;
Conference_Titel :
Fuzzy Information Processing Society, 1999. NAFIPS. 18th International Conference of the North American
Conference_Location :
New York, NY
Print_ISBN :
0-7803-5211-4
DOI :
10.1109/NAFIPS.1999.781763