Expressing Adaptation Strategies Using Adaptation Patterns
Author(s) -
Nadjet Zemirline,
Yolaine Bourda,
Chantal Reynaud
Publication year - 2013
Publication title -
ieee transactions on learning technologies
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.376
H-Index - 47
ISSN - 1939-1382
DOI - 10.1109/tlt.2011.15
Subject(s) - computing and processing , general topics for engineers
Today, there is a real challenge to enable personalized access to information. Several systems have been proposed to address this challenge including Adaptive Hypermedia Systems (AHSs). However, the specification of adaptation strategies remains a difficult task for creators of such systems. In this paper, we consider the problem of the definition of adaptation strategies at a high level. We present two main contributions: a typology of elementary adaptation patterns for the adaptive navigation; and a process to generate adaptation strategies based on the use and the semiautomatic combination of patterns. We also describe how the generated adaptation strategies can be integrated into existing AHSs. A prototype has been implemented and an experiment in the e-learning domain has been conducted with a group of volunteers. This experiment shows that our pattern-based approach for defining adaptation strategies is more suitable than those based on “traditional” AH languages.
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