Putting personalization into practice
Communications of the ACM - The Adaptive Web
Adaptive HyperText and Hypermedia
Adaptive HyperText and Hypermedia
Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving
IEA/AIE '98 Proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence
Case-Based User Profiling for Content Personalisation
AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Adapting Web-Based Information to the Needs of Patients with Cancer
AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A Web Recommender System for Recommending, Predicting and Personalizing Music Playlists
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
An adaptive personalized recommendation strategy featuring context sensitive content adaptation
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
| Hi-index | 0.03 |
In this paper, we propose that the Case Based Reasoning (CBR) paradigm offers an interesting alternative to developing adaptive hypermedia systems, such that the inherent analogy-based reasoning strategy can inductively yield a 'representative' user model and the case adaptation techniques can be used for dynamic adaptive personalization of generic hypermedia-based information content. User modeling is achieved by applying an ontology-guided CBR retrieval technique to collect a set of similar past cases which are used to form a global user-model. Adaptive personalization is accomplished by a compositional adaptation technique that dynamically authors a personalized hypermedia document--a composite of multiple fine-grained information 'snippets'--by selectively collecting the most relevant information items from matched past cases (i.e. not the entire past solution) and systematically amalgamating them to realize a component-based personalized hypermedia document.