Title:

On the use of linguistic summaries for text categorization

Subtitle:

Raport Badawczy = Research Report ; RB/51/2003

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:

Warszawa

Date issued/created:

2003

Description:

8 pages ; 21 cm ; Bibliography p. 7-8

Type of object:

Book/Chapter

Subject and Keywords:

Linguistic summaries ; Internet ; Linguistic terms ; Categorization of text documents ; Linguistic quantifiers

Abstract:

The concept of linguistic quantification for the purposes of text categorization is discussed. Linguisitc quantifiers treated as aggregation operators are applicable at many stages of text categorization process. In this paper we look at their possible application for the representation of categories of documents via so-called linguistic summaries. This, now fairly well established data mining technique, makes it possible to both describe categories as well as provides an operational tool - a set of rules - for actual documents categorization.

Relation:

Raport Badawczy = Research Report

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2003-51

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