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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" }