Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Recommender systems in e-commerce
Proceedings of the 1st ACM conference on Electronic commerce
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Improving mobile internet usability
Proceedings of the 10th international conference on World Wide Web
Content-boosted collaborative filtering for improved recommendations
Eighteenth national conference on Artificial intelligence
ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Incremental collaborative filtering for mobile devices
Proceedings of the 2005 ACM symposium on Applied computing
IEEE Transactions on Knowledge and Data Engineering
Argument-based critics and recommenders: a qualitative perspective on user support systems
Data & Knowledge Engineering - Special issue: WIDM 2004
A personalized English learning recommender system for ESL students
Expert Systems with Applications: An International Journal
iShakti--Crossing the Digital Divide in Rural India
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Recommending trusted online auction sellers using social network analysis
Expert Systems with Applications: An International Journal
Data mining from 1994 to 2004: an application-orientated review
International Journal of Business Intelligence and Data Mining
PeerChooser: visual interactive recommendation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An experimental comparative study of web mining methods for recommender systems
DIWED'06 Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering
A collaborative recommender system based on probabilistic inference from fuzzy observations
Fuzzy Sets and Systems
Trust on the world wide web: a survey
Foundations and Trends in Web Science
Find me if you can: designing interfaces for people search
Proceedings of the 13th international conference on Intelligent user interfaces
Fuzzy-genetic approach to recommender systems based on a novel hybrid user model
Expert Systems with Applications: An International Journal
An MHP framework to provide intelligent personalized recommendations about digital TV contents
Software—Practice & Experience
A Novel Method Providing Multimedia Contents According to Preference Clones in Mobile Environment
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks
Proceedings of the 2008 ACM conference on Recommender systems
Flexible recommendations over rich data
Proceedings of the 2008 ACM conference on Recommender systems
Journal of Systems and Software
An iterative semi-explicit rating method for building collaborative recommender systems
Expert Systems with Applications: An International Journal
User credit-based collaborative filtering
Expert Systems with Applications: An International Journal
Toward an optimum combination of English teachers for objective teaching
Expert Systems with Applications: An International Journal
Fuzzy computational models for trust and reputation systems
Electronic Commerce Research and Applications
A recommender system to avoid customer churn: A case study
Expert Systems with Applications: An International Journal
Mixing it up: recommending collections of items
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
FlexRecs: expressing and combining flexible recommendations
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
CommunityCommands: command recommendations for software applications
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Enhancing recommender systems under volatile userinterest drifts
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the ACM International Conference on Image and Video Retrieval
The design space of ubiquitous product recommendation systems
Proceedings of the 8th International Conference on Mobile and Ubiquitous Multimedia
Incorporating user behaviors in new word detection
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Improving memory-based collaborative filtering via similarity updating and prediction modulation
Information Sciences: an International Journal
Getting Places: Collaborative Predictions from Status
AmI '09 Proceedings of the European Conference on Ambient Intelligence
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Rush: repeated recommendations on mobile devices
Proceedings of the 15th international conference on Intelligent user interfaces
Personalized online video recommendation by neighborhood score propagation based global ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Information and Software Technology
Moment similarity of random variables to solve cold-start problems in collaborative filtering
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Social sites research through CourseRank
ACM SIGMOD Record
An energy-efficient mobile recommender system
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
An evaluation of product review modalities for mobile phones
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining
Applied Soft Computing
Proceedings of the 12th ACM international conference on Ubiquitous computing
Performance of recommender algorithms on top-n recommendation tasks
Proceedings of the fourth ACM conference on Recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
Towards a group recommender process model for ad-hoc groups and on-demand recommendations
Proceedings of the 16th ACM international conference on Supporting group work
Encouraging user participation in a course recommender system: An impact on user behavior
Computers in Human Behavior
Advanced technologies in e-tourism
ACS'09 Proceedings of the 9th WSEAS international conference on Applied computer science
Making the most of TV on the move: My newschannel
Information Sciences: an International Journal
Journal of Network and Computer Applications
REQUEST: A Query Language for Customizing Recommendations
Information Systems Research
A web search-centric approach to recommender systems with URLs as minimal user contexts
Journal of Systems and Software
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
Hybrid filtering-based personalized recommender system for revitalization of Jeju water industry
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Collaborative filtering for predicting users' potential preferences
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
A probabilistic definition of item similarity
Proceedings of the fifth ACM conference on Recommender systems
Bayesian latent variable models for collaborative item rating prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
AGReMo: providing ad-hoc groups with on-demand recommendations on mobile devices
Proceedings of the 29th Annual European Conference on Cognitive Ergonomics
A design framework for recommender system by incorporating sequential information
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Social navigation support in a course recommendation system
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Preference elicitation techniques for group recommender systems
Information Sciences: an International Journal
Semantic web recommender system based personalization service for user XQuery pattern
WINE'05 Proceedings of the First international conference on Internet and Network Economics
Semi-sparse algorithm based on multi-layer optimization for recommendation system
Proceedings of the 2012 International Workshop on Programming Models and Applications for Multicores and Manycores
Case-based recommender systems: a unifying view
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Semantic web recommender systems
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Cluster ensembles in collaborative filtering recommendation
Applied Soft Computing
Trust as a key to improving recommendation systems
iTrust'05 Proceedings of the Third international conference on Trust Management
Collaborative filtering CAPTCHAs
HIP'05 Proceedings of the Second international conference on Human Interactive Proofs
Combining case-based and similarity-based product recommendation
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
USER: user-sensitive expert recommendations for knowledge-dense environments
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
RecDB: towards DBMS support for online recommender systems
PhD '12 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium
Proceedings of the 15th International Conference on Extending Database Technology
Generalized framework for personalized recommendations in agent networks
Autonomous Agents and Multi-Agent Systems
Generating recommendations for consensus negotiation in group personalization services
Personal and Ubiquitous Computing
User Modeling and User-Adapted Interaction
Pareto-efficient hybridization for multi-objective recommender systems
Proceedings of the sixth ACM conference on Recommender systems
RESYGEN: A Recommendation System Generator using domain-based heuristics
Expert Systems with Applications: An International Journal
Beyond Recommendations: Local Review Web Sites and Their Impact
ACM Transactions on Computer-Human Interaction (TOCHI)
On using category experts for improving the performance and accuracy in recommender systems
Proceedings of the 21st ACM international conference on Information and knowledge management
Smallworlds: visualizing social recommendations
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Building user profiles to improve user experience in recommender systems
Proceedings of the sixth ACM international conference on Web search and data mining
Applicability of Demographic Recommender System to Tourist Attractions: A Case Study on Trip Advisor
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Probabilistic group recommendation via information matching
Proceedings of the 22nd international conference on World Wide Web
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Ubiquitous recommender systems
Computing
Semi-sparse algorithm based on multi-layer optimization for recommender system
The Journal of Supercomputing
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Recommender systems have changed the way people shop online. Recommender systems on wireless mobile devices may have the same impact on the way people shop in stores. We present our experience with implementing a recommender system on a PDA that is occasionally connected to the network. This interface helps users of the MovieLens movie recommendation service select movies to rent, buy, or see while away from their computer. The results of a nine month field study show that although there are several challenges to overcome, mobile recommender systems have the potential to provide value to their users today