Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Automatic personalization based on Web usage mining
Communications of the ACM
HTTP Cookies: Standards, privacy, and politics
ACM Transactions on Internet Technology (TOIT)
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
Data Mining and Knowledge Discovery
Semantic Matching of Web Services Capabilities
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
A software framework for matchmaking based on semantic web technology
WWW '03 Proceedings of the 12th international conference on World Wide Web
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
On automating Web services discovery
The VLDB Journal — The International Journal on Very Large Data Bases
Ontology Matching
Introduction to intelligent techniques for Web personalization
ACM Transactions on Internet Technology (TOIT)
SAWSDL: Semantic Annotations for WSDL and XML Schema
IEEE Internet Computing
A user profile-based personalization system for digital multimedia content
Proceedings of the 3rd international conference on Digital Interactive Media in Entertainment and Arts
Proceedings of the 18th international conference on World wide web
A semantics and complete algorithm for subsumption in the classic description logic
Journal of Artificial Intelligence Research
Making the difference in semantic web service composition
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Abductive matchmaking using description logics
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Automated composition of web services by planning at the knowledge level
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
The adaptive web: methods and strategies of web personalization
The adaptive web: methods and strategies of web personalization
Data mining for web personalization
The adaptive web
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
iSeM: approximated reasoning for adaptive hybrid selection of semantic services
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
User profiles and matchmaking on mobile phones
INAP'05 Proceedings of the 16th international conference on Applications of Declarative Programming and Knowledge Management
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Nowadays web users have clearly expressed their wishes to receive and interact with personalized services directly. However, existing approaches, largely syntactic content-based, fail to provide robust, accurate and useful personalized services to its users. Towards such an issue, the semantic web provides technologies to annotate and match services' descriptions with users' features, interests and preferences, thus allowing for more efficient access to services and more generally information. The aim of our work, part of service personalization, is on automated instantiation of services which is crucial for advanced usability i.e., how to prepare and present services ready to be executed while limiting useless interactions with users? To this end, we exploit Description Logics reasoning through semantic matching to (i) identify useful parts of a user profile that satisfy services requirements (i.e., input parameters) and (ii) compute the description required by a service to be executed but not provided by the user profile. Our approach, part of the EC-funded project SOA4All, was evaluated on its applicability in real world scenarios with end-users.