Conference paper

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.
Publication language:english
Original title:Classification and Automatic Concept Map Creation in eLearning Environment
Title (cs):Classification and Automatic Concept Map Creation in eLearning Environment
Pages:78-89
Proceedings:Znalosti 2008
Conference:Znalosti 2008
Place:Bratislava, SK
Year:2008
ISBN:978-80-227-2827-0
Publisher:Slovak University of Technology in Bratislava
Keywords
text mining, e-learning, NLP, web services
Annotation
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.
BibTeX:
@INPROCEEDINGS{
   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 = {http://www.fit.vutbr.cz/research/view_pub.php?id=8566}
}

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