Linear structure in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Learning automata: an introduction
Learning automata: an introduction
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Designing the user interface (2nd ed.): strategies for effective human-computer interaction
Information retrieval
Competitive agents for information filtering
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
Building problem solvers
Agents that reduce work and information overload
Communications of the ACM
A shell for developing non-monotonic user modeling systems
International Journal of Human-Computer Studies
Measuring retrieval effectiveness based on user preference of documents
Journal of the American Society for Information Science
Empirical methods for artificial intelligence
Empirical methods for artificial intelligence
Fab: content-based, collaborative recommendation
Communications of the ACM
Human-computer interaction
Stereotypes in information filtering systems
Information Processing and Management: an International Journal
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
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
Focused crawling: a new approach to topic-specific Web resource discovery
WWW '99 Proceedings of the eighth international conference on World Wide Web
Computer Evaluation of Indexing and Text Processing
Journal of the ACM (JACM)
Decision Support Systems - From information retrieval to knowledge management: enabling technologies and best practices
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Modern Information Retrieval
Intelligent Hybrid Systems
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
Empirical Evaluation of User Models and User-Adapted Systems
User Modeling and User-Adapted Interaction
Information Filtering: Overview of Issues, Research and Systems
User Modeling and User-Adapted Interaction
Text-Learning and Related Intelligent Agents: A Survey
IEEE Intelligent Systems
A Case-Based Approach to User Modeling
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
WordNet for Italian and Its Use for Lexical Deiscrimination
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
User Model-Based Information Filtering
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Interactive Information Retrieval Using Clustering and Spatial Proximity
User Modeling and User-Adapted Interaction
User Modelling for News Web Sites with Word Sense Based Techniques
User Modeling and User-Adapted Interaction
User Involvement in Automatic Filtering: An Experimental Study
User Modeling and User-Adapted Interaction
The SMART Retrieval System—Experiments in Automatic Document Processing
The SMART Retrieval System—Experiments in Automatic Document Processing
User Modelling for News Web Sites with Word Sense Based Techniques
User Modeling and User-Adapted Interaction
Preface to Special Issue on User Modeling for Web Information Retrieval
User Modeling and User-Adapted Interaction
Comprehensive personalized information access in an educational digital library
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Personalized information retrieval based on context and ontological knowledge
The Knowledge Engineering Review
Review: Personalizing recommendations for tourists
Telematics and Informatics
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
User models for adaptive hypermedia and adaptive educational systems
The adaptive web
User profiles for personalized information access
The adaptive web
The adaptive web
Personalized search on the world wide web
The adaptive web
Adaptive visualization of search results: bringing user models to visual analytics
Information Visualization
Inferring document utility via a decision-making based retrieval model
International Journal of Knowledge-based and Intelligent Engineering Systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
A framework for the evaluation of adaptive IR systems through implicit recommendation
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
Interactive ontology-based user knowledge acquisition: a case study
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Self-tuning personalized information retrieval in an ontology-based framework
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Hybrid query processing for personalized information retrieval on the Semantic Web
Knowledge-Based Systems
Intelligent search on the internet
Reasoning, Action and Interaction in AI Theories and Systems
A personalized graph-based document ranking model using a semantic user profile
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
A comparative survey of Personalised Information Retrieval and Adaptive Hypermedia techniques
Information Processing and Management: an International Journal
An online framework for supporting the evaluation of personalised information retrieval systems
iUBICOM'11 Proceedings of the 6th international conference on Ubiquitous and Collaborative Computing
An intelligent system for personalized information retrieval: a genetic approach
Proceedings of the International C* Conference on Computer Science and Software Engineering
Adaptive visualization for exploratory information retrieval
Information Processing and Management: an International Journal
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
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A case study in adaptive information filtering systems for the Web is presented. The described system comprises two main modules, named HUMOS and WIFS. HUMOS is a user modeling system based on stereotypes. It builds and maintains long term models of individual Internet users, representing their information needs. The user model is structured as a frame containing informative words, enhanced with semantic networks. The proposed machine learning approach for the user modeling process is based on the use of an artificial neural network for stereotype assignments. WIFS is a content-based information filtering module, capable of selecting html/text documents on computer science collected from the Web according to the interests of the user. It has been created for the very purpose of the structure of the user model utilized by HUMOS. Currently, this system acts as an adaptive interface to the Web search engine ALTA VISTATM. An empirical evaluation of the system has been made in experimental settings. The experiments focused on the evaluation, by means of a non-parametric statistics approach, of the added value in terms of system performance given by the user modeling component; it also focused on the evaluation of the usability and user acceptance of the system. The results of the experiments are satisfactory and support the choice of a user model-based approach to information filtering on the Web.