Title :
Personalized Context-Aware Recommendations in SMARTMUSEUM: Combining Semantics with Statistics
Author :
Liiv, Innar ; Tammet, Tanel ; Ruotsalo, Tuukka ; Kuusik, Alar
Author_Institution :
ELIKO, Tallinn Uni. of Technol., Tallinn, Estonia
Abstract :
Our goal is to enhance on-site personalized access and recommendations for cultural heritage. We have designed and implemented the SMARTMUSEUM platform using adaptive and privacy preserving user profiling. The described recommendation system relies on combining a semantics/ontologies based approach with a data mining/statistics based approach. The paper presents the architecture and main methods of the system.
Keywords :
data mining; humanities; information filters; ontologies (artificial intelligence); statistics; ubiquitous computing; cultural heritage; data mining; on-site personalized access; ontologies; personalized context-aware recommendations; semantics; smartmuseum platform; statistics; Architecture; Collaboration; Cultural differences; Data mining; Feedback; Filtering; Monitoring; Ontologies; RFID tags; Statistics; data mining; ontologies; recommendations; semantics; user profiles;
Conference_Titel :
Advances in Semantic Processing, 2009. SEMAPRO '09. Third International Conference on
Conference_Location :
Sliema
Print_ISBN :
978-1-4244-5044-2
Electronic_ISBN :
978-0-7695-3833-4
DOI :
10.1109/SEMAPRO.2009.25
