Personalized Recommendation Scheme Based on Content and Knowledge Hierarchy
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F09%3AA0900TIN" target="_blank" >RIV/61988987:17310/09:A0900TIN - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Personalized Recommendation Scheme Based on Content and Knowledge Hierarchy
Original language description
Navigating students to desired information in the information space is task of many web-based systems. Our solution of navigation and recommendation is based on interconnection of existing concepts space which represents structure of the domain with a space of existing learning objects. For every student we recommend suitable learning objects according the students model and rating of the learning object. Traditional approach which is using prerequisities and gains is replaced with metrics which are calculated from positions of associated concepts in the concepts space. The currently developed web-based system where we test an automatized course preparation based on our proposed approach is discussed.
Czech name
Personalized Recommendation Scheme Based on Content and Knowledge Hierarchy
Czech description
Navigating students to desired information in the information space is task of many web-based systems. Our solution of navigation and recommendation is based on interconnection of existing concepts space which represents structure of the domain with a space of existing learning objects. For every student we recommend suitable learning objects according the students model and rating of the learning object. Traditional approach which is using prerequisities and gains is replaced with metrics which are calculated from positions of associated concepts in the concepts space. The currently developed web-based system where we test an automatized course preparation based on our proposed approach is discussed. 1
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/MEB080878" target="_blank" >MEB080878: Formal languages systems, research and implementation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Personalized Recommendation Scheme Based on Content and Knowledge Hierarchy
ISBN
978-80-227-3027-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Nakladatelstvo STU
Place of publication
Bratislava, Slovensko
Event location
Smolenice, Slovensko
Event date
Nov 6, 2008
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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