Interfacing thought: cognitive aspects of human-computer interaction
Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Agents that reduce work and information overload
Communications of the ACM
Experience with a learning personal assistant
Communications of the ACM
Information filtering based on user behavior analysis and best match text retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Optimization of relevance feedback weights
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
An intelligent agent for high-precision text filtering
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
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
Learning in the presence of concept drift and hidden contexts
Machine Learning
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Improving retrieval performance by relevance feedback
Readings in information retrieval
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Concept features in Re:Agent, an intelligent Email agent
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Learning personal preferences on online newspaper articles from user behaviors
Selected papers from the sixth international conference on World Wide Web
Let's browse: a collaborative Web browsing agent
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
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
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
A simple, fast, and effective rule learner
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
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
A hybrid user model for news story classification
UM '99 Proceedings of the seventh international conference on User modeling
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Automatic personalization based on Web usage mining
Communications of the ACM
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Selecting Examples for Partial Memory Learning
Machine Learning
Introduction to Bayesian Networks
Introduction to Bayesian Networks
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Machine Learning
Learning Collaborative Information Filters
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Latent Class Models for Collaborative Filtering
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Inferring What a User Is Not Interested in
AI '96 Proceedings of the 11th Biennial Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Ontology Based Personalized Search
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
WebSail: From On-line Learning to Web Search
WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 1 - Volume 1
Modeling the Clickstream: Implications for Web-Based Advertising Efforts
Marketing Science
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
SIFT: a tool for wide-area information dissemination
TCON'95 Proceedings of the USENIX 1995 Technical Conference Proceedings
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Opinion-Based Filtering through Trust
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
An empirical testing of user stereotypes of information retrieval systems
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
A market-based approach to recommender systems
ACM Transactions on Information Systems (TOIS)
Learning Users' Interests by Quality Classification in Market-Based Recommender Systems
IEEE Transactions on Knowledge and Data Engineering
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
E-commerce recommenders' authority: applying the user's opinion relevance in recommender systems
WebMedia '06 Proceedings of the 12th Brazilian Symposium on Multimedia and the web
AdROSA-Adaptive personalization of web advertising
Information Sciences: an International Journal
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
On agent technology for e-commerce: trust, security and legal issues
The Knowledge Engineering Review
Comparing and evaluating information retrieval algorithms for news recommendation
Proceedings of the 2007 ACM conference on Recommender systems
Recommendations in taste related domains: collaborative filtering vs. social filtering
Proceedings of the 2007 international ACM conference on Supporting group work
Developing recommender systems with the consideration of product profitability for sellers
Information Sciences: an International Journal
Introducing Collaborative Filtering into an Agent-Based Travel Support System
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Interactive product catalogue with user preference tracking
International Journal of Web and Grid Services
Reducing development and maintenance efforts for web-based recommender applications
International Journal of Web Engineering and Technology
A semantic-expansion approach to personalized knowledge recommendation
Decision Support Systems
Mediation of user models for enhanced personalization in recommender systems
User Modeling and User-Adapted Interaction
On Resource Profiling and Matching in an Agent-Based Virtual Organization
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Item-Based Filtering and Semantic Networks for Personalized Web Content Adaptation in E-Commerce
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
A Socio-technical Approach towards Supporting Intra-organizational Collaboration
EC-TEL '08 Proceedings of the 3rd European conference on Technology Enhanced Learning: Times of Convergence: Technologies Across Learning Contexts
Social Recommendations within the Multimedia Sharing Systems
WSKS '08 Proceedings of the 1st world summit on The Knowledge Society: Emerging Technologies and Information Systems for the Knowledge Society
COLLABORATIVE WEB AGENT BASED ON FRIEND NETWORK
Applied Artificial Intelligence
Tied boltzmann machines for cold start recommendations
Proceedings of the 2008 ACM conference on Recommender systems
Mining recommendations from the web
Proceedings of the 2008 ACM conference on Recommender systems
UTA-Rec: a recommender system based on multiple criteria analysis
Proceedings of the 2008 ACM conference on Recommender systems
Recommending scientific articles using citeulike
Proceedings of the 2008 ACM conference on Recommender systems
Journal of Systems and Software
User identification for cross-system personalisation
Information Sciences: an International Journal
A peer-to-peer recommender system based on spontaneous affinities
ACM Transactions on Internet Technology (TOIT)
Individual and group behavior-based customer profile model for personalized product recommendation
Expert Systems with Applications: An International Journal
Building an expert travel agent as a software agent
Expert Systems with Applications: An International Journal
Multiagent system for learning objects retrieval with context attributes
International Journal of Computer Applications in Technology
Wiki-News Interface Agent Based on AIS Methods
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
A mathematical model for product selection strategies in a recommender system
Expert Systems with Applications: An International Journal
Adaptability in an agent-based virtual organisation
International Journal of Agent-Oriented Software Engineering
Distributed network intelligence: A prerequisite for adaptive and personalised service delivery
Information Systems Frontiers
Learning preferences of new users in recommender systems: an information theoretic approach
ACM SIGKDD Explorations Newsletter
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
Web-Based Recommender Systems and User Needs --the Comprehensive View
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
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
Scholar Agent: Auction Mechanisms for Efficient Publication Selection on Congresses and Journals
Proceedings of the 2007 conference on Artificial Intelligence Research and Development
Validation and Experimentation of a Tourism Recommender Agent based on a Graded BDI Model
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
A Negotiation Styles Recommenders Approach Based on Computational Ecology
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Knowledge-Based Recommendation: Technologies and Experiences from Projects
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
TRES: A Decentralized Agent-Based Recommender System to Support B2C Activities
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Automated debugging of recommender user interface descriptions
Applied Intelligence
Review: Personalizing recommendations for tourists
Telematics and Informatics
The law of choice and the decision not to decide
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
A unified approach to building hybrid recommender systems
Proceedings of the third ACM conference on Recommender systems
Personalised and dynamic trust in social networks
Proceedings of the third ACM conference on Recommender systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Integrated Recommender Systems Based on Ontology and Usage Mining
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Learning Player Behaviors in Real Time Strategy Games from Real Data
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
MiSPOT: dynamic product placement for digital TV through MPEG-4 processing and semantic reasoning
Knowledge and Information Systems
Mining Indirect Association Rules for Web Recommendation
International Journal of Applied Mathematics and Computer Science
Enhancing directed content sharing on the web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks
The Journal of Machine Learning Research
Personalized search on the world wide web
The adaptive web
Hybrid filtering methods applied in web-based movie recommendation system
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 I
Web-based system user interface hybrid recommendation using ant colony metaphor
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
MARS: an agent-based recommender system for the semantic web
DAIS'07 Proceedings of the 7th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
A collaborative recommender system based on asymmetric user similarity
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Personalized information access through flexible and interoperable profiles
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
A methodology to bring MAS to information systems
AOIS'06 Proceedings of the 8th international Bi conference on Agent-oriented information systems IV
Towards an emergent taxonomy approach for adaptive profiling
SOCASE'08 Proceedings of the 2008 AAMAS international conference on Service-oriented computing: agents, semantics, and engineering
Personalization of web-based systems based on computational intelligence modeling
CEA'10 Proceedings of the 4th WSEAS international conference on Computer engineering and applications
On utilising social networks to discover representatives of human communities
International Journal of Intelligent Information and Database Systems
Social network document ranking
Proceedings of the 10th annual joint conference on Digital libraries
Information Systems Frontiers
A Generic User Profile Adaptation Framework
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Student courses recommendation using ant colony optimization
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Discovering common outcomes of agents' communicative actions in various domains
Knowledge-Based Systems
Recommendation boosted query propagation in the social network
SocInfo'10 Proceedings of the Second international conference on Social informatics
A Neural Network Hybrid Recommender System
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Integrating web service and semantic dialogue model for user models interoperability on the web
Journal of Intelligent Information Systems
FAST'10 Proceedings of the 7th International conference on Formal aspects of security and trust
Educational services recommendation using social network approach
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Personalization and content awareness in online lab - virtual computational laboratory
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Engineering Applications of Artificial Intelligence
A User-Centric Approach for Personalized Service Provisioning in Pervasive Environments
Wireless Personal Communications: An International Journal
The evaluation of adaptive and personalised information retrieval systems: a review
International Journal of Knowledge and Web Intelligence
A multi agent approach to interest profiling of users
CEEMAS'05 Proceedings of the 4th international Central and Eastern European conference on Multi-Agent Systems and Applications
A context-model for supporting work-integrated learning
EC-TEL'06 Proceedings of the First European conference on Technology Enhanced Learning: innovative Approaches for Learning and Knowledge Sharing
Key design considerations for recommendation systems
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Mail2Wiki: low-cost sharing and early curation from email to wikis
Proceedings of the 5th International Conference on Communities and Technologies
A strategy-oriented operation module for recommender systems in E-commerce
Computers and Operations Research
Using recommendation to improve negotiations in agent-based systems
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Turist@: Agent-based personalised recommendation of tourist activities
Expert Systems with Applications: An International Journal
Market-based recommender systems: learning users' interests by quality classification
AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
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
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Applying dialogue games to manage recommendation in social networks
ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Semantic inference of user's reputation and expertise to improve collaborative recommendations
Expert Systems with Applications: An International Journal
Tracking the preferences of users using weak estimators
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Towards geosocial recommender systems
Proceedings of the 4th International Workshop on Web Intelligence & Communities
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
Automated user modeling for personalized digital libraries
International Journal of Information Management: The Journal for Information Professionals
Collaborative user modeling for enhanced content filtering in recommender systems
Decision Support Systems
An original usage-based metrics for building a unified view of corporate documents
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
On-line dynamic adaptation of fuzzy preferences
Information Sciences: an International Journal
Recommending multimedia web services in a multi-device environment
Information Systems
Magentix2: A privacy-enhancing Agent Platform
Engineering Applications of Artificial Intelligence
SigTur/E-Destination: Ontology-based personalized recommendation of Tourism and Leisure Activities
Engineering Applications of Artificial Intelligence
Next challenges for adaptive learning systems
ACM SIGKDD Explorations Newsletter
Comparison of nature inspired algorithms applied in student courses recommendation
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Journal of Management Information Systems
Modeling the structure of recommending interfaces with adjustable influence on users
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Static and dynamic user portraits
Advances in Human-Computer Interaction - Special issue on User Assessment in Serious Games and Technology-Enhanced Learning
An empirical study of top-n recommendation for venture finance
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Generation of web recommendations using implicit user feedback and normalised mutual information
International Journal of Knowledge and Web Intelligence
Survey of social search from the perspectives of the village paradigm and online social networks
Journal of Information Science
Contents Recommendation Method Using Social Network Analysis
Wireless Personal Communications: An International Journal
Dynamic adaptation of numerical attributes in a user profile
Applied Intelligence
Expert Systems with Applications: An International Journal
Automatic preference learning on numeric and multi-valued categorical attributes
Knowledge-Based Systems
Hi-index | 0.01 |
Recently, Artificial Intelligence techniques have proved useful inhelping users to handle the large amount of information on the Internet.The idea of personalized search engines, intelligent software agents,and recommender systems has been widely accepted among users who requireassistance in searching, sorting, classifying, filtering and sharingthis vast quantity of information. In this paper, we present astate-of-the-art taxonomy of intelligent recommender agents on theInternet. We have analyzed 37 different systems and their references andhave sorted them into a list of 8 basic dimensions. These dimensions arethen used to establish a taxonomy under which the systems analyzed areclassified. Finally, we conclude this paper with a cross-dimensionalanalysis with the aim of providing a starting point for researchers toconstruct their own recommender system.