Cyberguide: a mobile context-aware tour guide
Wireless Networks - Special issue: mobile computing and networking: selected papers from MobiCom '96
Developing a context-aware electronic tourist guide: some issues and experiences
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
User Modeling for Personalized City Tours
Artificial Intelligence Review
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Using keyphrases as search result surrogates on small screen devices
Personal and Ubiquitous Computing
AINA '04 Proceedings of the 18th International Conference on Advanced Information Networking and Applications - Volume 2
Communications of the ACM - The Blogosphere
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Knowledge and Data Engineering
Group recommender systems: a critiquing based approach
Proceedings of the 11th international conference on Intelligent user interfaces
Using Location for Personalized POI Recommendations in Mobile Environments
SAINT '06 Proceedings of the International Symposium on Applications on Internet
Delivering adaptivity through context-awareness
Journal of Network and Computer Applications
Sharing the square: collaborative leisure in the city streets
ECSCW'05 Proceedings of the ninth conference on European Conference on Computer Supported Cooperative Work
A location-aware recommender system for mobile shopping environments
Expert Systems with Applications: An International Journal
Acquiring and Revising Preferences in a Critique-Based Mobile Recommender System
IEEE Intelligent Systems
Activity-based serendipitous recommendations with the Magitti mobile leisure guide
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Personalized Shopping Assistance Service at Ubiquitous Shop Space
AINAW '08 Proceedings of the 22nd International Conference on Advanced Information Networking and Applications - Workshops
Factorization meets the neighborhood: a multifaceted collaborative filtering model
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Constraint-based recommender systems: technologies and research issues
Proceedings of the 10th international conference on Electronic commerce
Map-Based Interaction with a Conversational Mobile Recommender System
UBICOMM '08 Proceedings of the 2008 The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies
An innovative mobile electronic tourist guide application
Personal and Ubiquitous Computing
SPETA: Social pervasive e-Tourism advisor
Telematics and Informatics
Information-Seeking Support Systems
Computer
Iterated local search for the team orienteering problem with time windows
Computers and Operations Research
Interaction design guidelines on critiquing-based recommender systems
User Modeling and User-Adapted Interaction
Review: Personalizing recommendations for tourists
Telematics and Informatics
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Personalized Location-Based Recommendation Services for Tour Planning in Mobile Tourism Applications
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
REJA: A Georeferenced Hybrid Recommender System for Restaurants
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
A mobile geo-wand enabling gesture based POI search an user generated directional POI photography
Proceedings of the International Conference on Advances in Computer Enterntainment Technology
ROSE: assisting pedestrians to find preferred events and comfortable public transport connections
Mobility '09 Proceedings of the 6th International Conference on Mobile Technology, Application & Systems
Interest based selection of user generated content for rich communication services
Journal of Network and Computer Applications
Off the beaten track: a mobile field study exploring the long tail of tourist recommendations
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Learning travel recommendations from user-generated GPS traces
ACM Transactions on Intelligent Systems and Technology (TIST)
Tourist trip planning functionalities: state-of-the-art and future
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Automated generation of itineraries in recommender systems for tourism
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Electronic mobile guides: a survey
Personal and Ubiquitous Computing
Recommender Systems Handbook
The City Trip Planner: An expert system for tourists
Expert Systems with Applications: An International Journal
A web-based pervasive recommendation system for mobile tourist guides
Personal and Ubiquitous Computing
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Evaluation of a web recommender system in electronic and mobile tourism
International Journal of Web Engineering and Technology
Designing an explanation interface for proactive recommendations in automotive scenarios
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Gulliver's Genie: a multi-agent system for ubiquitous and intelligent content delivery
Computer Communications
Context relevance assessment and exploitation in mobile recommender systems
Personal and Ubiquitous Computing
A mobile 3D-GIS hybrid recommender system for tourism
Information Sciences: an International Journal
From Smart to Cognitive Phones
IEEE Pervasive Computing
Location-based recommendation system using Bayesian user's preference model in mobile devices
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
iTravel: A recommender system in mobile peer-to-peer environment
Journal of Systems and Software
Integrating public transportation in personalised electronic tourist guides
Computers and Operations Research
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Recommender Systems (RSs) have been extensively utilized as a means of reducing the information overload and offering travel recommendations to tourists. The emerging mobile RSs are tailored to mobile device users and promise to substantially enrich tourist experiences, recommending rich multimedia content, context-aware services, views/ratings of peer users, etc. New developments in mobile computing, wireless networking, web technologies and social networking leverage massive opportunities to provide highly accurate and effective tourist recommendations that respect personal preferences and capture usage, personal, social and environmental contextual parameters. This article follows a systematic approach in reviewing the state-of-the-art in the field, proposing a classification of mobile tourism RSs and providing insights on their offered services. It also highlights challenges and promising research directions with respect to mobile RSs employed in tourism.