Metadata language
Raport Badawczy = Research Report ; RB/52/2003
Creator:Kacprzyk, Janusz (1947– ) : Autor ; Zadrożny, Sławomir : Autor
Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:14 pages ; 21 cm ; Bibliography p. 11-14
Type of object: Subject and Keywords:Fuzzy sets ; Data mining ; Linguistic summaries
Abstract:We present an approach to fuzzy linguistic summaries of data (bases) in the sense of Yager, i.e., for instance, if we have a (large) database on employees, then if we are interested in, say, age and qualifications, then it may be summarized by, say, “most young employees are well qualified”. We present the derivation of such linguistic summaries in the context of Zadeh’s computing with words and perceptions paradigm, and consider his recent idea of a protoform to define and handle more general forms of summaries. We present an implementation for a small to medium computer retailer, and show how data from the internet can qualitatively enhance the summarization results.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Creative Commons Attribution BY 4.0 license
Terms of use:Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Digitizing institution:Systems Research Institute of the Polish Academy of Sciences
Original in:Library of Systems Research Institute PAS
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