This paper is focused on user modeling and adaptation in distributed E-Learning systems. We describe here CUMULATE, a generic student modeling server developed for a distributed E-Learning architecture, KnowledgeTree. We also introduce a specific, topic-based knowledge modeling approach which has been implemented as an inference agent in CUMULATE and used in QuizGuide, an adaptive system that helps students select the most relevant self-assessment quizzes. We also discuss our attempts to evaluate this multi-level student modeling.
%0 Book Section
%1 citeulike:4005867
%A Brusilovsky, Peter
%A Sosnovsky, Sergey
%A Shcherbinina, Olena
%D 2005
%J User Modeling 2005
%K e-learning, user-model-server
%P 387--391
%R 10.1007/11527886_50
%T User Modeling in a Distributed E-Learning Architecture
%U http://dx.doi.org/10.1007/11527886_50
%X This paper is focused on user modeling and adaptation in distributed E-Learning systems. We describe here CUMULATE, a generic student modeling server developed for a distributed E-Learning architecture, KnowledgeTree. We also introduce a specific, topic-based knowledge modeling approach which has been implemented as an inference agent in CUMULATE and used in QuizGuide, an adaptive system that helps students select the most relevant self-assessment quizzes. We also discuss our attempts to evaluate this multi-level student modeling.
@incollection{citeulike:4005867,
abstract = {{This paper is focused on user modeling and adaptation in distributed E-Learning systems. We describe here CUMULATE, a generic student modeling server developed for a distributed E-Learning architecture, KnowledgeTree. We also introduce a specific, topic-based knowledge modeling approach which has been implemented as an inference agent in CUMULATE and used in QuizGuide, an adaptive system that helps students select the most relevant self-assessment quizzes. We also discuss our attempts to evaluate this multi-level student modeling.}},
added-at = {2017-11-15T17:02:25.000+0100},
author = {Brusilovsky, Peter and Sosnovsky, Sergey and Shcherbinina, Olena},
biburl = {https://www.bibsonomy.org/bibtex/20a0e4bcd91fae7c1c96c511c9240d94e/brusilovsky},
citeulike-article-id = {4005867},
citeulike-linkout-0 = {http://dx.doi.org/10.1007/11527886_50},
citeulike-linkout-1 = {http://www.springerlink.com/content/9d7tpgmh6bkxn6wk},
doi = {10.1007/11527886_50},
interhash = {28fbb2fad8813aeed23f636963da70a7},
intrahash = {0a0e4bcd91fae7c1c96c511c9240d94e},
journal = {User Modeling 2005},
keywords = {e-learning, user-model-server},
pages = {387--391},
posted-at = {2009-09-01 16:04:40},
priority = {2},
timestamp = {2017-11-15T17:02:25.000+0100},
title = {{User Modeling in a Distributed E-Learning Architecture}},
url = {http://dx.doi.org/10.1007/11527886_50},
year = 2005
}