Faculty of Information Technology, BUT

Publication Details

Classification and Automatic Concept Map Creation in eLearning Environment

FURDÍK Karol, PARALIČ Ján and SMRŽ Pavel. Classification and Automatic Concept Map Creation in eLearning Environment. In: Znalosti 2008. Bratislava: Slovak University of Technology in Bratislava, 2008, pp. 78-89. ISBN 978-80-227-2827-0.
Czech title
Classification and Automatic Concept Map Creation in eLearning Environment
Type
conference paper
Language
english
Authors
Furdík Karol, Ing., Ph.D. (FEEI UT Košice)
Paralič Ján, doc. Ing., Ph.D. (FEEI UT Košice)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
Keywords
text mining, e-learning, NLP, web services
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.
Published
2008
Pages
78-89
Proceedings
Znalosti 2008
Conference
Znalosti 2008, Bratislava, SK
ISBN
978-80-227-2827-0
Publisher
Slovak University of Technology in Bratislava
Place
Bratislava, SK
BibTeX
@INPROCEEDINGS{FITPUB8566,
   author = "Karol Furd\'{i}k and J\'{a}n Parali\v{c} and Pavel Smr\v{z}",
   title = "Classification and Automatic Concept Map Creation in eLearning Environment",
   pages = "78--89",
   booktitle = "Znalosti 2008",
   year = 2008,
   location = "Bratislava, SK",
   publisher = "Slovak University of Technology in Bratislava",
   ISBN = "978-80-227-2827-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8566"
}
Back to top