The role of adaptive hypermedia in a context-aware tourist GUIDE
Communications of the ACM - The Adaptive Web
A Context-Sensitive Nomadic Exhibition Guide
HUC '00 Proceedings of the 2nd international symposium on Handheld and Ubiquitous Computing
Traveling Salesman Problems with Profits
Transportation Science
MOBIQUITOUS '05 Proceedings of the The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services
Adaptive, intelligent presentation of information for the museum visitor in PEACH
User Modeling and User-Adapted Interaction
Non-intrusive Personalisation of the Museum Experience
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Using Keyword-Based Approaches to Adaptively Predict Interest in Museum Exhibits
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
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We present Geckommender, a mobile system for personalised theme and tour recommendations in museums, based on a digital site-map representation. Star ratings provided by visitors for seen exhibits are used to predict ratings for unvisited exhibits. The predicted ratings in turn form the basis for recommendations. These recommendations are presented in one of three display modes: StarMap--- stars on the site map, HeatMap--- colours from green to red that indicate the interestingness of exhibits (from interesting to not interesting respectively), and TourPlann --- directed personalised tours through the museum. Geckommender was evaluated in a field study at Melbourne Museum (Melbourne, Australia). Our results show that (1) most participants enjoyed Geckommender, (2) Geckommender's recommendations often reflected the participants' personal interests, and (3) HeatMap was the most popular display mode.