Unintrusive customization techniques for Web advertising
WWW '99 Proceedings of the eighth international conference on World Wide Web
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Language models for financial news recommendation
Proceedings of the ninth international conference on Information and knowledge management
CUU '00 Proceedings on the 2000 conference on Universal Usability
Mining web logs to improve website organization
Proceedings of the 10th international conference on World Wide Web
A music recommendation system based on music data grouping and user interests
Proceedings of the tenth international conference on Information and knowledge management
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Personalization of Supermarket Product Recommendations
Data Mining and Knowledge Discovery
Data Mining for Measuring and Improving the Success of Web Sites
Data Mining and Knowledge Discovery
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Eigentaste: A Constant Time Collaborative Filtering Algorithm
Information Retrieval
User Modeling and User-Adapted Interaction
Targeted E-commerce Marketing Using Fuzzy Intelligent Agents
IEEE Intelligent Systems
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Is seeing believing?: how recommender system interfaces affect users' opinions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
A Recommendation System for Software Function Discovery
APSEC '02 Proceedings of the Ninth Asia-Pacific Software Engineering Conference
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 6 - Volume 6
Evaluation of web usage mining approaches for user's next request prediction
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Improving the Quality of the Personalized Electronic Program Guide
User Modeling and User-Adapted Interaction
Personalization in distributed e-learning environments
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Automatic Measurement of a QoS Metric for Web Service Recommendation
ASWEC '05 Proceedings of the 2005 Australian conference on Software Engineering
Integrating AHP and data mining for product recommendation based on customer lifetime value
Information and Management
IEEE Transactions on Knowledge and Data Engineering
A Recommender for Targeted Advertisement of Unsought Products in E-Commerce
CEC '05 Proceedings of the Seventh IEEE International Conference on E-Commerce Technology
Fuzzy Web Ad Selector Based on Web Usage Mining
IEEE Intelligent Systems
User evaluation of Físchlár-News: An automatic broadcast news delivery system
ACM Transactions on Information Systems (TOIS)
Designing recommender systems for e-commerce: an integration approach
ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
AdROSA-Adaptive personalization of web advertising
Information Sciences: an International Journal
Intelligent e-government services with personalized recommendation techniques: Research Articles
International Journal of Intelligent Systems
A personalized English learning recommender system for ESL students
Expert Systems with Applications: An International Journal
Marketing Science
Recommender System Based on Consumer Product Reviews
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Fuzzy Recommendation towards QoS-Aware Pervasive Learning
AINA '07 Proceedings of the 21st International Conference on Advanced Networking and Applications
User Modeling and User-Adapted Interaction
Incorporating user control into recommender systems based on naive bayesian classification
Proceedings of the 2007 ACM conference on Recommender systems
Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering
Proceedings of the 2007 ACM conference on Recommender systems
Evaluating information presentation strategies for spoken recommendations
Proceedings of the 2007 ACM conference on Recommender systems
Leveraging aggregate ratings for better recommendations
Proceedings of the 2007 ACM conference on Recommender systems
Supporting social recommendations with activity-balanced clustering
Proceedings of the 2007 ACM conference on Recommender systems
The evaluation of a hybrid critiquing system with preference-based recommendations organization
Proceedings of the 2007 ACM conference on Recommender systems
The challenges of recommending digital selves in physical spaces
Proceedings of the 2007 ACM conference on Recommender systems
A hybrid social-acoustic recommendation system for popular music
Proceedings of the 2007 ACM conference on Recommender systems
samap: An user-oriented adaptive system for planning tourist visits
Expert Systems with Applications: An International Journal
A recommender system using GA K-means clustering in an online shopping market
Expert Systems with Applications: An International Journal
Personalizing access to learning networks
ACM Transactions on Internet Technology (TOIT)
Developing recommender systems with the consideration of product profitability for sellers
Information Sciences: an International Journal
A group recommendation system with consideration of interactions among group members
Expert Systems with Applications: An International Journal
Discovering cohesive subgroups from social networks for targeted advertising
Expert Systems with Applications: An International Journal
Content Recommendation System in the Production of Multi-Channel TV Programs
AXMEDIS '07 Proceedings of the Third International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution
Collaborative, Context-Aware Applications for Inter-networked Cars
WETICE '07 Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises
A Hybrid, Multi-dimensional Recommender for Journal Articles in a Scientific Digital Library
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
A time-based approach to effective recommender systems using implicit feedback
Expert Systems with Applications: An International Journal
Automatic identification of informal social groups and places for geo-social recommendations
International Journal of Mobile Network Design and Innovation
Specification, authoring and prototyping of personalised workplace learning solutions
International Journal of Learning Technology
International Journal of Learning Technology
Usage-Based Positive and Negative Verification of User Interface Structure
ICAS '08 Proceedings of the Fourth International Conference on Autonomic and Autonomous Systems
User profiling and virtual agents: a case study on e-commerce services
Universal Access in the Information Society
Recommendation of Multimedia Objects Based on Similarity of Ontologies
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part I
A Hybrid Recommender System for Context-aware Recommendations of Mobile Applications
ICDEW '07 Proceedings of the 2007 IEEE 23rd International Conference on Data Engineering Workshop
Expert Systems with Applications: An International Journal
Filtering of web recommendation lists using positive and negative usage patterns
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
A collaborative recommender system based on asymmetric user similarity
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
A method for recommending ontology alignment strategies
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
On utilising social networks to discover representatives of human communities
International Journal of Intelligent Information and Database Systems
A multi agent recommender system that utilises consumer reviews in its recommendations
International Journal of Intelligent Information and Database Systems
Extending your neighborhood-relationship-based recommendations using your personal web context
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
A personalized recommendation system for electronic program guide
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Social navigation support in a course recommendation system
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Web-based recommendation strategy in a cadastre information system
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
eDAADe: an adaptive recommendation system for comparison and analysis of architectural precedents
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A probabilistic model for music recommendation considering audio features
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Cluster-Based analysis and recommendation of sellers in online auctions
TrustBus'06 Proceedings of the Third international conference on Trust, Privacy, and Security in Digital Business
TV scout: lowering the entry barrier to personalized TV program recommendation
From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Application of hybrid recommendation in web-based cooking assistant
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Product recommendations for cross-selling in electronic business
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Adaptive System for the Integration of Recommendation Methods with Social Filtering Enhancement
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Recommendation boosted query propagation in the social network
SocInfo'10 Proceedings of the Second international conference on Social informatics
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Recommender systems became an important element of many web-based systems. The general process about how recommender systems fulfil various user needs based on the analysis of recent literature in presented in the survey paper. Recommender systems are compared with other method like Information Retrieval and browsing. The paper also includes the comprehensive view over the typical components and structure of recommender systems. The state-of-the-art of recommendation methods is described as well.