Detail výsledku
Classification and Automatic Concept Map Creation in eLearning Environment
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.
text mining, e-learning, NLP, web services
@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"
}