Detail publikace

Text Mining Services for Trialogical Learning

SMRŽ, P. PARALIČ, J. SMATANA, P. FURDÍK, K.

Originální název

Text Mining Services for Trialogical Learning

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper describes the architecture of Text Mining services for the Knowledge Practices Laboratory (KP-Lab). The Trialogical Learning and Activity Theory, as a new paradigm of e-Learning, stands behind the KP-Lab system. This approach requires active goal-oriented participation of learners, sharing of learning materials (knowledge artefacts), distributed and highly customizable learning environment, and knowledge-based exchange of information (practices, artefacts) among learners. The Semantic Web Knowledge Middleware was designed as a service layer for storage, maintenance, and interfacing of semantically annotated knowledge artefacts. Since artefacts and their annotations contain descriptions in natural language, the Text Mining services were devised to provide an intelligent access and manipulation with repository of artefacts. Design principles and implementation of supervised and non-supervised text mining methods for the extraction of conceptual maps and classification of knowledge artefacts are discussed in this paper.

Klíčová slova

technology enhanced learning, web services

Autoři

SMRŽ, P.; PARALIČ, J.; SMATANA, P.; FURDÍK, K.

Rok RIV

2007

Vydáno

5. 2. 2007

Nakladatel

VŠB-Technical University of Ostrava

Místo

Ostrava

ISBN

978-80-248-1279-3

Kniha

Proceedings of the 6th Annual Conference Znalosti

Strany od

97

Strany do

108

Strany počet

12

BibTex

@inproceedings{BUT26064,
  author="Pavel {Smrž} and Ján {Paralič} and Peter {Smatana} and Karol {Furdík}",
  title="Text Mining Services for Trialogical Learning",
  booktitle="Proceedings of the 6th Annual Conference Znalosti",
  year="2007",
  pages="97--108",
  publisher="VŠB-Technical University of Ostrava",
  address="Ostrava",
  isbn="978-80-248-1279-3"
}