RCIN and OZwRCIN projects

Object

Title: Data mining via fuzzy linguistic data summaries: an implementation of the computing with words and perceptions paradigm

Subtitle:

Raport Badawczy = Research Report ; RB/52/2003

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Description:

14 pages ; 21 cm ; Bibliography p. 11-14

Type of object:

Book/Chapter

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

Detailed Resource Type:

Report

Resource Identifier:

oai:rcin.org.pl:139546

Source:

RB-2003-52

Language:

eng

Language of abstract:

eng

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

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open

Object collections:

Last modified:

Oct 8, 2020

In our library since:

Sep 17, 2020

Number of object content downloads / hits:

1

All available object's versions:

https://www.rcin.org.pl/publication/174979

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