Detail publikace

Classification and Automatic Concept Map Creation in eLearning Environment

FURDÍK, K. PARALIČ, J. SMRŽ, P.

Originální název

Classification and Automatic Concept Map Creation in eLearning Environment

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

The paper presents an approach to the classification of textual documents in a collaborative eLearning environment, as it is being applied in the context of the Knowledge Practices Laboratory (KP-Lab) project and further elaborated within the PoZnaT project. Classification and consequent semi-automatic annotation of learning materials as well as automatic concept map creation by means of text mining techniques and NLP methods enable users to organise and share the knowledge in a distributed learning system. Design principles and required functionality of the text mining services are discussed in the paper. The Mining Engine Console is presented as a tool for maintenance and administration of the classification and concept map creation processes. Finally, some initial examples of the classification on a real data and evaluation of the classification tool are described in this paper.

Klíčová slova

text mining, e-learning, NLP, web services

Autoři

FURDÍK, K.; PARALIČ, J.; SMRŽ, P.

Rok RIV

2008

Vydáno

18. 2. 2008

Nakladatel

Slovak University of Technology in Bratislava

Místo

Bratislava

ISBN

978-80-227-2827-0

Kniha

Znalosti 2008

Strany od

78

Strany do

89

Strany počet

12

BibTex

@inproceedings{BUT27602,
  author="Karol {Furdík} and Ján {Paralič} and Pavel {Smrž}",
  title="Classification and Automatic Concept Map Creation in eLearning Environment",
  booktitle="Znalosti 2008",
  year="2008",
  pages="78--89",
  publisher="Slovak University of Technology in Bratislava",
  address="Bratislava",
  isbn="978-80-227-2827-0"
}