Title:

Personalized Knowledge Mining in Large Text Sets, Journal of Telecommunications and Information Technology, 2011, nr 3

Creator:

Granat, Janusz ; Wierzbicki, Andrzej P. ; Chudzian, Cezary ; Sobieszek, Jarosław ; Klimasara, Edward

Subject and Keywords:

ontological engineering ; human centered computing ; personalized ontology ; knowledge engineering

Description:

The paper starts with a discussion of the concept of knowledge engineering, in particular ontological engineering. Consequently, the paper presents assumptions accepted as a basis for a group research on a radically personalized system of ontological knowledge mining, relying on the perspective of human centered computing and combining ontological concepts of the user with an ontology resulting from an automatic classification of a given set of textual data. The paper presents a pilot system PrOnto that supports research work in two aspects: searching for information interesting for a user according to her/his personalized ontological profile, and supporting research cooperation in a group of users (Virtual Research Community) according, e.g., to a comparison of such personalized ontological profiles. The paper concludes with suggestions concerning diverse applications of ontological engineering tools and future work.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Date:

2011, nr 3

Resource Type:

artykuł

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2011.3.1167

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności