Interoperability between AEH user models
Proceedings of the joint international workshop on Adaptivity, personalization & the semantic web
Incorporating non-local information into information extraction systems by Gibbs sampling
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
The Benefit of Using Tag-Based Profiles
LA-WEB '07 Proceedings of the 2007 Latin American Web Conference
Proceedings of the 17th international conference on World Wide Web
Rule Interchange Format: The Framework
RR '08 Proceedings of the 2nd International Conference on Web Reasoning and Rule Systems
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Executing SPARQL Queries over the Web of Linked Data
ISWC '09 Proceedings of the 8th International Semantic Web Conference
A semantic web middleware for virtual data integration on the web
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Querying distributed RDF data sources with SPARQL
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Gumo: the general user model ontology
UM'05 Proceedings of the 10th international conference on User Modeling
Multi-perspective context modelling to augment adaptation in simulated learning environments
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
My personal user interface: a semantic user-centric approach to manage and share user information
HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
Leveraging user modeling on the social web with linked data
ICWE'12 Proceedings of the 12th international conference on Web Engineering
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
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Many Web applications provide personalized and adapted services and contents to their users. As these Web applications are becoming increasingly connected, a new interesting challenge in their engineering is to allow the Web applications to exchange, reuse, integrate, interlink, and enrich their data and user models, hence, to allow for user modeling and personalization across application boundaries. In this paper, we present the Grapple User Modeling Framework (GUMF) that facilitates the brokerage of user profile information and user model representations. We show how the existing GUMF is extended with a new method that is based on configurable derivation rules that guide a new knowledge deduction process. Using our method, it is possible not only to integrate data from GUMF dataspaces, but also to incorporate and reuse RDF data published as Linked Data on the Web. Therefore, we introduce the so-called Grapple Derivation Rule (GDR) language as well as the corresponding GDR Engine. Further, we showcase the extended GUMF in the context of a concrete project in the e-learning domain.