Faculty of Information Technology, BUT

Publication Details

Text Mining Services for Trialogical Learning

SMRŽ Pavel, PARALIČ Ján, SMATANA Peter and FURDÍK Karol. Text Mining Services for Trialogical Learning. In: Proceedings of the 6th Annual Conference Znalosti. Ostrava: VŠB-Technical University of Ostrava, 2007, pp. 97-108. ISBN 978-80-248-1279-3.
Czech title
Služby dolování znalostí z textů pro trialogické učení
Type
conference paper
Language
english
Authors
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
Paralič Ján, doc. Ing., Ph.D. (FEEI UT Košice)
Smatana Peter, Ing. (FEEI UT Košice)
Furdík Karol, Ing., Ph.D. (FEEI UT Košice)
Keywords
technology enhanced learning, web services
Abstract
The paper describes the architecture of Text Mining services for the Knowledge Practices Laboratory (KP-Lab). The Trialogical Learning and Activity Theory, as a new paradigm of e-Learning, stands behind the KP-Lab system. This approach requires active goal-oriented participation of learners, sharing of learning materials (knowledge artefacts), distributed and highly customizable learning environment, and knowledge-based exchange of information (practices, artefacts) among learners. The Semantic Web Knowledge Middleware was designed as a service layer for storage, maintenance, and interfacing of semantically annotated knowledge artefacts. Since artefacts and their annotations contain descriptions in natural language, the Text Mining services were devised to provide an intelligent access and manipulation with repository of artefacts. Design principles and implementation of supervised and non-supervised text mining methods for the extraction of conceptual maps and classification of knowledge artefacts are discussed in this paper.
Published
2007
Pages
97-108
Proceedings
Proceedings of the 6th Annual Conference Znalosti
Conference
Znalosti 2007, Ostrava, CZ
ISBN
978-80-248-1279-3
Publisher
VŠB-Technical University of Ostrava
Place
Ostrava, CZ
BibTeX
@INPROCEEDINGS{FITPUB8555,
   author = "Pavel Smr\v{z} and J\'{a}n Parali\v{c} and Peter Smatana and Karol Furd\'{i}k",
   title = "Text Mining Services for Trialogical Learning",
   pages = "97--108",
   booktitle = "Proceedings of the 6th Annual Conference Znalosti",
   year = 2007,
   location = "Ostrava, CZ",
   publisher = "V\v{S}B-Technical University of Ostrava",
   ISBN = "978-80-248-1279-3",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8555"
}
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