Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Cyberguide: a mobile context-aware tour guide
Wireless Networks - Special issue: mobile computing and networking: selected papers from MobiCom '96
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Users are individuals: individualizing user models
International Journal of Human-Computer Studies - Special issue: 1969-1999, the 30th anniversary
Developing a context-aware electronic tourist guide: some issues and experiences
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Recommender systems in e-commerce
Proceedings of the 1st ACM conference on Electronic commerce
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Introduction: personalized views of personalization
Communications of the ACM
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Exploring the Web with reconnaissance agents
Communications of the ACM
From adaptive hypermedia to the adaptive web
Communications of the ACM - The Adaptive Web
The role of adaptive hypermedia in a context-aware tourist GUIDE
Communications of the ACM - The Adaptive Web
Get-Started Guide to M-Commerce and Mobile Technology
Get-Started Guide to M-Commerce and Mobile Technology
Designing Web Usability: The Practice of Simplicity
Designing Web Usability: The Practice of Simplicity
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Empirical Evaluation of User Models and User-Adapted Systems
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
User Modeling for Personalized City Tours
Artificial Intelligence Review
User interfaces and help systems: from helplessness to intelligent assistance
Artificial Intelligence Review
Autonomous Agents and Multi-Agent Systems
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Intelligent Interfaces for Distributed Web-Based Product and Service Configuration
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Collaborative Case-Based Recommender Systems
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
Personalized and Adaptive Services on Board a Car: An Application for Tourist Information
Journal of Intelligent Information Systems
Recommender systems using linear classifiers
The Journal of Machine Learning Research
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
MobiDENK-Mobile Multimedia in Monument Conservation
IEEE MultiMedia
A Personalized Restaurant Recommender Agent for Mobile E-Service
EEE '04 Proceedings of the 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'04)
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
Generic support for personalized mobile multimedia tourist applications
Proceedings of the 12th annual ACM international conference on Multimedia
IEEE Transactions on Knowledge and Data Engineering
Dynamically-optimized context in recommender systems
Proceedings of the 6th international conference on Mobile data management
CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
IEEE Intelligent Systems
An examination of the determinants of customer loyalty in mobile commerce contexts
Information and Management
User Modeling and User-Adapted Interaction
Travel Destination Recommendation Systems: Behavioural Foundations and Applications (Cabi Publishing)
Personalized local internet in the location-based mobile web search
Decision Support Systems
A cognitive approach for agent-based personalized recommendation
Knowledge-Based Systems
Web Intelligence and Agent Systems
Google news personalization: scalable online collaborative filtering
Proceedings of the 16th international conference on World Wide Web
Efficient bayesian hierarchical user modeling for recommendation system
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Personalised online sales using web usage data mining
Computers in Industry
Personalized recommendation with adaptive mixture of markov models
Journal of the American Society for Information Science and Technology
Personalized Information Recommendation Service System Based on GIS
ICNC '07 Proceedings of the Third International Conference on Natural Computation - Volume 05
User-centred versus system-centred evaluation of a personalization system
Information Processing and Management: an International Journal
User Modeling and User-Adapted Interaction
Recommendations for e-commerce systems in the tourism industry of sub-Saharan Africa
Telematics and Informatics
A Personalized Recommendation System Based on Multi-agent
WGEC '08 Proceedings of the 2008 Second International Conference on Genetic and Evolutionary Computing
Expert Systems with Applications: An International Journal
Determining the mobile commerce user requirements using an analytic approach
Computer Standards & Interfaces
User identification for cross-system personalisation
Information Sciences: an International Journal
Ontology based personalized route planning system using a multi-criteria decision making approach
Expert Systems with Applications: An International Journal
Building an expert travel agent as a software agent
Expert Systems with Applications: An International Journal
TREPPS: A Trust-based Recommender System for Peer Production Services
Expert Systems with Applications: An International Journal
SPETA: Social pervasive e-Tourism advisor
Telematics and Informatics
Product recommendation with interactive query management and twofold similarity
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
A contextual user model for web personalization
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
User group profile modeling based on user transactional data for personalized systems
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Advanced recommendation models for mobile tourist information
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Personalized tourist route generation
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
A web-based pervasive recommendation system for mobile tourist guides
Personal and Ubiquitous Computing
Evaluation of a web recommender system in electronic and mobile tourism
International Journal of Web Engineering and Technology
GeOasis: A knowledge-based geo-referenced tourist assistant
Expert Systems with Applications: An International Journal
The adoption of mobile tourism services: an empirical study
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia
A Mobile Service Recommendation System Using Multi-Criteria Ratings
International Journal of Interdisciplinary Telecommunications and Networking
PLATIS: a personalized location-aware tourist information system
Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
Expert Systems with Applications: An International Journal
Review: Mobile recommender systems in tourism
Journal of Network and Computer Applications
Smart environment interaction: A user assessment of embedded agents
Journal of Ambient Intelligence and Smart Environments - Intelligent agents in Ambient Intelligence and smart environments
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Internet has significantly influenced the tourism sector providing a great variety of services and products online. However, the number of choices has increased so dramatically that is very difficult for the consumers to find what they are looking for. For this purpose, recommendation systems for tourism have attracted a lot of research energy and interest. The main characteristic of these systems is that they can personalize their recommendations to each user interacting with the system. Personalization is even more essential for tourism recommendation systems used in handheld devices where the screen is even smaller and the presentation capabilities are limited. This paper addresses these problems and provides some development steps for a tourism recommendation system by making a state of the art in personalized e-tourism services both in computers and handheld devices as well as a review of the user modeling and personalization techniques used in these systems. Furthermore, the theories used for the improvement of the personalization procedure in tourism recommendation systems; their applications and evaluation are discussed.