%0 Journal Article %1 Ruotsalo09smartmuseum-- %A Ruotsalo, Tuukka %A Mäkelä, Eetu %A Kauppinen, Tomi %A Hyvönen, Eero %A Haav, Krister %A Rantala, Ville %A Frosterus, Matias %A Dokoohaki, Nima %A Matskin, Mihhail %D 2009 %K access aware context cultural heritage personalized recommendation recommender smartmuseum system %T Smartmuseum -- Personalized Context-aware Access to Digital Cultural Heritage %U http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.164.9014 %X This paper presents a semantic recommender method and a system for a personalized access to digital cultural heritage through context-aware user profiling. Given annotation knowledge-bases, explicit background knowledge in the form of ontologies, a user model capturing the user’s behavior and context, the system produces recommendations. Ontology-based user profiling can be used to reduce cold-start, sparsity and over-specialization problems. In addition, we present a recommendation retrieval method that is based on the vector space model and uses indices that enable fast and scalable implementation of the system.

@article{Ruotsalo09smartmuseum--, abstract = { This paper presents a semantic recommender method and a system for a personalized access to digital cultural heritage through context-aware user profiling. Given annotation knowledge-bases, explicit background knowledge in the form of ontologies, a user model capturing the user’s behavior and context, the system produces recommendations. Ontology-based user profiling can be used to reduce cold-start, sparsity and over-specialization problems. In addition, we present a recommendation retrieval method that is based on the vector space model and uses indices that enable fast and scalable implementation of the system. }, added-at = {2012-10-10T11:25:04.000+0200}, author = {Ruotsalo, Tuukka and Mäkelä, Eetu and Kauppinen, Tomi and Hyvönen, Eero and Haav, Krister and Rantala, Ville and Frosterus, Matias and Dokoohaki, Nima and Matskin, Mihhail}, biburl = {https://www.bibsonomy.org/bibtex/28c4a94d7348573f0c94f85e19dbfe806/nimdoc}, interhash = {5d2f922be40f8f0390e2905c834a915f}, intrahash = {8c4a94d7348573f0c94f85e19dbfe806}, keywords = {access aware context cultural heritage personalized recommendation recommender smartmuseum system}, timestamp = {2012-10-10T11:25:04.000+0200}, title = {Smartmuseum -- Personalized Context-aware Access to Digital Cultural Heritage}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.164.9014}, year = 2009 }