DocumentCode :
3513157
Title :
A mobile tourism recommender system
Author :
Kenteris, Michael ; Gavalas, Damianos ; Mpitziopoulos, Aristides
Author_Institution :
Dept. of Cultural Technol. & Commun., Univ. of the Aegean, Mytilene, Greece
fYear :
2010
fDate :
22-25 June 2010
Firstpage :
840
Lastpage :
845
Abstract :
Mobile tourist guides have been in the spotlight during the past decade resulting in many prototypes, either full-fledged standalone mobile applications or web-based applications. Particular emphasis has been given to personalisation of services, typically based on travel recommender systems used to assist tourists in choosing places to visit; these systems address an important aspect of personalization and hence reduce the information burden for the user. However, existing systems fail to exploit information, behaviors, ideas, evaluations, assessments, ratings, etc, by other tourists with similar interests, which provide ground for the cooperative production of tourist content and travel recommendations. In this paper we extend this notion of travel recommender systems utilizing collaborative filtering techniques for deriving improved recommendations. We also propose the use of Wireless Sensor Network (WSN) installations around tourist sites for providing mobile users convenient and inexpensive means for uploading tourist information and ratings about Points of Interest (POI) via their mobile devices. User ratings uploaded through WSN infrastructures are weighted higher to differentiate between users that rate POIs using the mobile tourist guide application in direct proximity of the POI and others using the Internet away from the POI.
Keywords :
Collaboration; Global Positioning System; Mobile communication; Mobile handsets; Portals; Recommender systems; Wireless sensor networks; Travel recommender systems; clustering; collaborative filtering; mobile tourism; personalization; wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers and Communications (ISCC), 2010 IEEE Symposium on
Conference_Location :
Riccione, Italy
ISSN :
1530-1346
Print_ISBN :
978-1-4244-7754-8
Type :
conf
DOI :
10.1109/ISCC.2010.5546758
Filename :
5546758
Link To Document :
بازگشت