Intelligent information-sharing systems
Communications of the ACM
Automatic text processing
User models: theory, method, and practice
International Journal of Man-Machine Studies
Using latent semantic indexing for information filtering
COCS '90 Proceedings of the ACM SIGOIS and IEEE CS TC-OA conference on Office information systems
An investigation to find appropriate measures for evaluating interactive information retrieval
An investigation to find appropriate measures for evaluating interactive information retrieval
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
Information filtering and information retrieval: two sides of the same coin?
Communications of the ACM - Special issue on information filtering
Modeling users' interests in information filters
Communications of the ACM - Special issue on information filtering
Personalized information delivery: an analysis of information filtering methods
Communications of the ACM - Special issue on information filtering
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
The pragmatics of information retrieval experimentation, revisited
Information Processing and Management: an International Journal - Special issue on evaluation issues in information retrieval
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
Rama: an architecture for Internet information filtering
Journal of Intelligent Information Systems - Special issue: networked information discovery and retrieval
Determining information retrieval and filtering performance without experimentation
Information Processing and Management: an International Journal
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The essential client/server survival guide (2nd ed.)
The essential client/server survival guide (2nd ed.)
Communications of the ACM
PHOAKS: a system for sharing recommendations
Communications of the ACM
Referral Web: combining social networks and collaborative filtering
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Stereotypes in information filtering systems
Information Processing and Management: an International Journal
Information Filtering: A New Two-Phase Model Using StereotypicUser Profiling
Journal of Intelligent Information Systems - Special issue: next generation information technologies and systems
Information storage and retrieval
Information storage and retrieval
A multilevel approach to intelligent information filtering: model, system, and evaluation
ACM Transactions on Information Systems (TOIS)
Information filtering via hill climbing, WordNet and index patterns
Information Processing and Management: an International Journal - Special issue on electronic news
Yenta: a multi-agent, referral-based matchmaking system
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Evolving a multi-agent information filtering solution in Amalthaea
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Communications of the ACM
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
ConCall: edited and adaptive information filtering
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
Visual querying and explanation of recommendations from collaborative filtering systems
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
Proceedings of the third annual conference on Autonomous Agents
A system for automatic personalized tracking of scientific literature on the Web
Proceedings of the fourth ACM conference on Digital libraries
Proceedings of the fourth ACM conference on Digital libraries
User modeling in the design of interactive interface agents
UM '99 Proceedings of the seventh international conference on User modeling
A hybrid user model for news story classification
UM '99 Proceedings of the seventh international conference on User modeling
Information services based on user profile communication
UM '99 Proceedings of the seventh international conference on User modeling
Adaptive information filtering: detecting changes in text streams
Proceedings of the eighth international conference on Information and knowledge management
Data on the Web: from relations to semistructured data and XML
Data on the Web: from relations to semistructured data and XML
Learning users' interests by unobtrusively observing their normal behavior
Proceedings of the 5th international conference on Intelligent user interfaces
A reinforcement learning agent for personalized information filtering
Proceedings of the 5th international conference on Intelligent user interfaces
Virtual reviewers for collaborative exploration of movie reviews
Proceedings of the 5th international conference on Intelligent user interfaces
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Decision Support Systems - From information retrieval to knowledge management: enabling technologies and best practices
When information retrieval measures agree about the relative quality of document rankings
Journal of the American Society for Information Science
Experience with personalization of Yahoo!
Communications of the ACM
Communications of the ACM
A personalized television listings service
Communications of the ACM
Capturing human intelligence in the net
Communications of the ACM
A broader approach to personalization
Communications of the ACM
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Text filtering by boosting naive Bayes classifiers
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Generation of user profiles for information filtering — research agenda (poster session)
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
SWAMI (poster session): a framework for collaborative filtering algorithm development and evaluation
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
An Introduction to Neural Networks
An Introduction to Neural Networks
Principles of Object-Oriented Software Development
Principles of Object-Oriented Software Development
Information Retrieval
Modern Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Information Filtering Using User‘s Context on Browsing in Hypertext
User Modeling and User-Adapted Interaction
User Models and Filtering Agents for Improved Internet Information Retrieval
User Modeling and User-Adapted Interaction
Proficiency-Adapted Information Browsing and Filtering in Hypermedia Educational Systems
User Modeling and User-Adapted Interaction
A Feature-based Approach to Recommending Selections based on Past Preferences
User Modeling and User-Adapted Interaction
The State of the Art in Text Filtering
User Modeling and User-Adapted Interaction
Exploring Versus Exploiting when Learning User Models for Text Recommendation
User Modeling and User-Adapted Interaction
Ganging up on Information Overload
Computer
Discovering Relevant Scientific Literature on the Web
IEEE Intelligent Systems
Applying Evolutionary Algorithms to the Problem of Information Filtering
DEXA '97 Proceedings of the 8th International Workshop on Database and Expert Systems Applications
Index Structures of User Profiles for Efficient Web Page Filtering Services
ICDCS '00 Proceedings of the The 20th International Conference on Distributed Computing Systems ( ICDCS 2000)
The wearable remembrance agent: a system for augmented memory
ISWC '97 Proceedings of the 1st IEEE International Symposium on Wearable Computers
The problem of information overload in business organisations: a review of the literature
International Journal of Information Management: The Journal for Information Professionals
A new privacy model for hiding group interests while accessing the Web
Proceedings of the 2002 ACM workshop on Privacy in the Electronic Society
A New Privacy Model for Web Surfing
NGITS '02 Proceedings of the 5th International Workshop on Next Generation Information Technologies and Systems
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Stereotype-based versus personal-based filtering rules in information filtering systems
Journal of the American Society for Information Science and Technology
Adaptive interfaces and agents
The human-computer interaction handbook
Research of Machine Learning Method for Specific Information Recognition on the Internet
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Context-aware communication for severely disabled users
CUU '03 Proceedings of the 2003 conference on Universal usability
Don't miss-r --: recommending restaurants through an adaptive mobile system
Proceedings of the 9th international conference on Intelligent user interfaces
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
Preface to Special Issue on User Modeling for Web Information Retrieval
User Modeling and User-Adapted Interaction
Using information retrieval techniques for supporting data mining
Data & Knowledge Engineering
Journal of the American Society for Information Science and Technology
Filtering search results using an optimal set of terms identified by an artificial neural network
Information Processing and Management: an International Journal
A structure-based approach for multimedia information filtering
Multimedia Tools and Applications
Research Note: The Influence of Recommendations and Consumer Reviews on Evaluations of Websites
Information Systems Research
Interaction with user-adaptive information filters.: trust, transparency and acceptance.
CHI '07 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 8th international conference on Intelligent user interfaces
An evaluation of adaptive filtering in the context of realistic task-based information exploration
Information Processing and Management: an International Journal
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
Information Processing and Management: an International Journal
NectaRSS, an intelligent RSS feed reader
Journal of Network and Computer Applications
User Modeling and User-Adapted Interaction
A descriptive reference framework for the personalisation of e-business applications
Electronic Commerce Research
The effects of transparency on trust in and acceptance of a content-based art recommender
User Modeling and User-Adapted Interaction
A recommender system for research resources based on fuzzy linguistic modeling
Expert Systems with Applications: An International Journal
A multi-disciplinar recommender system to advice research resources in University Digital Libraries
Expert Systems with Applications: An International Journal
A Group Recommender System for Tourist Activities
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
A strategy-oriented operation module for recommender systems in e-commerce
AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
A Fuzzy Linguistic Recommender System to Disseminate the Own Academic Resources in Universities
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Filtering search results using an optimal set of terms identified by an artificial neural network
Information Processing and Management: an International Journal
Personalised news and scientific literature aggregation
Information Processing and Management: an International Journal
Content-based methodology for anomaly detection on the web
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Privacy preservation improvement by learning optimal profile generation rate
UM'03 Proceedings of the 9th international conference on User modeling
User interaction with user-adaptive information filters
UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
Assessing Fit of Nontraditional Assistive Technologies
ACM Transactions on Accessible Computing (TACCESS)
A study of demographic embodiments of product recommendation agents in electronic commerce
International Journal of Human-Computer Studies
Privacy-preserving collaborative recommender systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A review of evolutionary and immune-inspired information filtering
Natural Computing: an international journal
Improving Decision Quality Through Preference Relaxation
Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
Expediting medical literature coding with query-building
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
A method for filtering large conceptual schemas
ER'10 Proceedings of the 29th international conference on Conceptual modeling
A selective publication model for the web: the webograph approach
International Journal of Web Based Communities
On the design of individual and group recommender systems for tourism
Expert Systems with Applications: An International Journal
Context semantic filtering for mobile advertisement
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems
Expert Systems with Applications: An International Journal
Information Systems
Classifying with co-stems: a new representation for information filtering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Content-based filtering in on-line social networks
PSDML'10 Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning
An information recommendation agent on microblogging service
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Information Sciences: an International Journal
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
A tool for filtering large conceptual schemas
ER'11 Proceedings of the 30th international conference on Advances in conceptual modeling: recent developments and new directions
WIA: a web inspection architecture
International Journal of Knowledge and Web Intelligence
The role of context for information mediation in digital libraries
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
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
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Location-based context retrieval and filtering
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
A strategy-oriented operation module for recommender systems in E-commerce
Computers and Operations Research
Preference elicitation techniques for group recommender systems
Information Sciences: an International Journal
Can concept-based user modeling improve adaptive visualization?
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Entertainment personalization mechanism through cross-domain user modeling
INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
A generative graphical model for collaborative filtering of visual content
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Personalization in cultural heritage: the road travelled and the one ahead
User Modeling and User-Adapted Interaction
A folksonomy-based recommender system for personalized access to digital artworks
Journal on Computing and Cultural Heritage (JOCCH)
A new approach to filtering multimedia information based on its structure
EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Information Processing and Management: an International Journal
A web-based filtering engine for understanding event specifications in large conceptual schemas
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Understanding constraint expressions in large conceptual schemas by automatic filtering
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Journal of Management Information Systems
Cumulative citation recommendation: classification vs. ranking
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Multi-step classification approaches to cumulative citation recommendation
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
A quality based recommender system to disseminate information in a university digital library
Information Sciences: an International Journal
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
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An abundant amount of information is created and delivered over electronic media. Users risk becoming overwhelmed by the flow of information, and they lack adequate tools to help them manage the situation. Information filtering (IF) is one of the methods that is rapidly evolving to manage large information flows. The aim of IF is to expose users to only information that is relevant to them. Many IF systems have been developed in recent years for various application domains. Some examples of filtering applications are: filters for search results on the internet that are employed in the Internet software, personal e-mail filters based on personal profiles, listservers or newsgroups filters for groups or individuals, browser filters that block non-valuable information, filters designed to give children access them only to suitable pages, filters for e-commerce applications that address products and promotions to potential customers only, and many more. The different systems use various methods, concepts, and techniques from diverse research areas like: Information Retrieval, Artificial Intelligence, or Behavioral Science. Various systems cover different scope, have divergent functionality, and various platforms. There are many systems of widely varying philosophies, but all share the goal of automatically directing the most valuable information to users in accordance with their User Model, and of helping them use their limited reading time most optimally. This paper clarifies the difference between IF systems and related systems, such as information retrieval (IR) systems, or Extraction systems. The paper defines a framework to classify IF systems according to several parameters, and illustrates the approach with commercial and academic systems. The paper describes the underlying concepts of IF systems and the techniques that are used to implement them. It discusses methods and measurements that are used for evaluation of IF systems and limitations of the current systems. In the conclusion we present research issues in the Information Filtering research arena, such as user modeling, evaluation standardization and integration with digital libraries and Web repositories.