Communications of the ACM
Fast string matching using an n-gram algorithm
Software—Practice & Experience
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
An adaptive Web page recommendation service
AGENTS '97 Proceedings of the first international conference on Autonomous agents
AHAM: a Dexter-based reference model for adaptive hypermedia
Proceedings of the tenth ACM Conference on Hypertext and hypermedia : returning to our diverse roots: returning to our diverse roots
Web-based education for all: a tool for development adaptive courseware
WWW7 Proceedings of the seventh international conference on World Wide Web 7
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
EDUTELLA: a P2P networking infrastructure based on RDF
Proceedings of the 11th international conference on World Wide Web
Modern Information Retrieval
User Modeling and User-Adapted Interaction
Knowledge Modeling for Open Adaptive Hypermedia
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Personalization in distributed e-learning environments
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Lucene in Action (In Action series)
Lucene in Action (In Action series)
A multi-agent infrastructure for developing personalized web-based systems
ACM Transactions on Internet Technology (TOIT)
Building Blocks for a Smart Space for Learning^TM
ICALT '06 Proceedings of the Sixth IEEE International Conference on Advanced Learning Technologies
A service-based framework for personalized learning objects retrieval and recommendation
ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
A framework for browsing, manipulating and maintaining interoperable learner profiles
UM'05 Proceedings of the 10th international conference on User Modeling
iCamp space: an environment for self-directed learning, collaboration and social networking
WSEAS Transactions on Information Science and Applications
Learning environment for self-directed learning, collaboration and social networking
DIWEB'08 Proceedings of the 8th WSEAS international conference on Distance learning and web engineering
Web-Based Recommender Systems and User Needs --the Comprehensive View
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Relaxing RDF queries based on user and domain preferences
Journal of Intelligent Information Systems
Sharing e-learning experiences: a personalised approach
HCITOCH'10 Proceedings of the First international conference on Human-computer interaction, tourism and cultural heritage
Student modeling and assessment in intelligent tutoring of software patterns
Expert Systems with Applications: An International Journal
Towards effective group recommendations for microblogging users
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Learning path construction based on association link network
ICWL'12 Proceedings of the 11th international conference on Advances in Web-Based Learning
Hi-index | 0.00 |
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.