Publication detail

Classification and Automatic Concept Map Creation in eLearning Environment

FURDÍK, K. PARALIČ, J. SMRŽ, P.

Original Title

Classification and Automatic Concept Map Creation in eLearning Environment

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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.

Keywords

text mining, e-learning, NLP, web services

Authors

FURDÍK, K.; PARALIČ, J.; SMRŽ, P.

RIV year

2008

Released

18. 2. 2008

Publisher

Slovak University of Technology in Bratislava

Location

Bratislava

ISBN

978-80-227-2827-0

Book

Znalosti 2008

Pages from

78

Pages to

89

Pages count

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"
}