Title :
Mining sales data at a computer retailer via fuzzy-logic-based linguistic summaries
Author :
Kacprzyk, Janusz
Author_Institution :
Syst. Res. Inst., Polish Acad. of Sci., Warsaw, Poland
Abstract :
We briefly present, first, a simple approach to derive linguistic data summaries of a set of data exemplified by “most sales are with a low commission”. The approach is based on fuzzy logic with linguistic quantifiers. Then, we implement such linguistic summaries via a fuzzy querying interface to a database. We use a genetic algorithm for searching the database. We present an application for deriving relevant relations concerning sales data at a computer retailer
Keywords :
DP industry; computational linguistics; data mining; fuzzy logic; genetic algorithms; query processing; retail data processing; very large databases; computer retailer; database searching; fuzzy querying interface; fuzzy-logic-based linguistic summaries; genetic algorithm; linguistic quantifiers; sales data mining; Application software; Data mining; Databases; Fuzzy logic; Genetic algorithms; Large Hadron Collider; Logic testing; Marketing and sales; Open wireless architecture; Remuneration;
Conference_Titel :
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-5871-6
DOI :
10.1109/ICONIP.1999.845661
