Dolog, Peter, Simon, Bernd, Nejdl, Wolfgang, Klobucar, Tomaž. 2008. Personalizing Access to Learning Networks. ACM Transactions on Internet Technology 8 (2): 12-32.

RIS

@ARTICLE{Dolog2008,
title = {Personalizing Access to Learning Networks},
author = {Peter Dolog and Bernd Simon and Wolfgang Nejdl and Tomaž Klobucar},
year = {2008},
url = {http://doi.acm.org/10.1145/1323651.1323654},
volume = {8},
number = {2},
language = {EN},
pages = {12-32},
series = {Personalizing Access to Learning Networks},
journal = {ACM Transactions on Internet Technology},
abstract = {In this article, we describe a Smart Space for Learning (SS4L) framework and infrastructure that enables personalized access to distributed heterogeneous knowledge repositories. Helping a learner to choose an appropriate learning resource or activity is a key problem which we address in this framework, enabling personalized access to federated learning repositories with a vast number of learning offers. Our infrastructure includes personalization strategies both at the query and the query results level. Query rewriting is based on learning and language preferences; rule-based and ranking-based personalization improves these results further. Rule-based reasoning techniques are supported by formal ontologies we have developed based on standard information models for learning domains; ranking-based recommendations are supported through ensuring minimal sets of predicates appearing in query results. Our evaluation studies show that the implemented solution enables learners to find relevant learning resources in a distributed environment and through goal-based personalization improves relevancy of results.},
}