Data-mining and the quality of distance-education improvement
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86086696" target="_blank" >RIV/61989100:27240/13:86086696 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.010" target="_blank" >http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.010</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.010" target="_blank" >10.5593/SGEM2013/BB2.V1/S07.010</a>
Alternative languages
Result language
angličtina
Original language name
Data-mining and the quality of distance-education improvement
Original language description
Using LMS (Learning Management System) has become a common practice in the universities in which a large number of students are enrolled in particular courses. The LMS systems make it possible to store data that contain pieces of hidden information thatmay appear to be valuable and yield interesting results. In this paper we introduce the eLogika system and describe data-mining methods that make it possible to make that implicit information explicit. We describe the way of storing those data that are invisible to users but they contain interesting pieces of information on teaching logic, like students? abilities, typical mistakes and so on. The methods of preprocessing these data are described so that then we can apply data-mining methods in order toimprove the quality of teaching process. We focus in particular on association rules and clustering methods.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP401%2F10%2F0792" target="_blank" >GAP401/10/0792: Temporal aspects of knowledge and information</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
SGEM 2013 : 13th international multidisciplinary scientific geoconference : GeoConference on Ecology, Economics, Education and legislation : 16-22, June, 2013, Albena, Bulgaria : conference proceedings. [Book 5]. Volume I
ISBN
978-619-7105-04-9
ISSN
1314-2704
e-ISSN
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Number of pages
8
Pages from-to
77-84
Publisher name
STEF92 Technology Ltd.
Place of publication
Sofia
Event location
Albena
Event date
Jun 16, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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