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

fYear

2009

fDate

11-16 Oct. 2009

Firstpage

50

Lastpage

55

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/SEMAPRO.2009.25

Filename

5291537