The active badge location system
ACM Transactions on Information Systems (TOIS)
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Communications of the ACM
PHOAKS: a system for sharing recommendations
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
The anatomy of a context-aware application
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Proceedings of the 1st ACM international workshop on Wireless mobile applications and services on WLAN hotspots
Pseudonym management using mediated identity-based cryptography
Proceedings of the 2005 workshop on Digital identity management
Wireless LANs: from WarChalking to open access networks
Mobile Networks and Applications - Special issue: Wireless mobile wireless applications and services on WLAN hotspots
A location-aware recommender system for mobile shopping environments
Expert Systems with Applications: An International Journal
The DYNAMOS approach to support context-aware service provisioning in mobile environments
Journal of Systems and Software
Proceedings of the 5th international conference on Pervasive services
Mobile push personalization and user experience
AI Communications - Recommender Systems
Understanding geospatial interests by visualizing map interaction behavior
Information Visualization
The design space of ubiquitous product recommendation systems
Proceedings of the 8th International Conference on Mobile and Ubiquitous Multimedia
Mach: a content generating engine for adaptive multimedia applications in the mobile environment
Proceedings of the 2007 conference on Human interface: Part II
RecoMap: an interactive and adaptive map-based recommender
Proceedings of the 2010 ACM Symposium on Applied Computing
Mobile commerce product recommendations based on hybrid multiple channels
Electronic Commerce Research and Applications
A User-Centric Approach for Personalized Service Provisioning in Pervasive Environments
Wireless Personal Communications: An International Journal
Context-Aware recommendations on the mobile web
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Developing non-proprietary personalized maps for web and mobile environments
W2GIS'04 Proceedings of the 4th international conference on Web and Wireless Geographical Information Systems
A trajectory-based recommender system for tourism
AMT'12 Proceedings of the 8th international conference on Active Media Technology
RecTour: A Recommender System for Tourists
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
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Mobile computing adds a mostly unexplored dimension to data mining: user's position is a relevant piece of information, and recommendation systems, selecting and ranking links of interest to the user, have the opportunity to take location into account.In this paper, a mobility-aware recommendation system that considers the location of the user to filter recommended links is proposed. To avoid the potential problems and costs of insertion by hand, a new middleware layer, the location broker, maintains a historic database of locations and corresponding links used in the past and develops models relating resources to their spatial usage pattern. These models are used to calculate a preference metric when the current user is asking for resources of interest.Mobility scenarios are described and analyzed in terms of possible user requirements. The features of the PILGRIM mobile recommendation system are outlined together with a preliminary experimental evaluation of different metrics.