GroupLens: applying collaborative filtering to Usenet news

Authors:
Joseph A. Konstan;Bradley N. Miller;David Maltz;Jonathan L. Herlocker;Lee R. Gordon;John Riedl
Affiliations:
Computer Science Department, The University of Minnesota, Minneapolis and Net Perceptions, Eden Prairie, Minn.;Net Perceptions, Inc., Eden Prairie, Minn.;Computer Science Department, Carnegie Mellon University;computer science Department, The University of Minnesota;Net Perceptions, Inc., Eden Prairie, Minn. and The University of Minnesota, Minneapolis;computer Science Department, University of Minnesota, Net Perceptions, Inc.
Venue:
Communications of the ACM
Year:
1997

Citing 8
Cited 564

Using collaborative filtering to weave an information tapestry

Communications of the ACM - Special issue on information filtering
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
Recommending and evaluating choices in a virtual community of use

CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pointing the way: active collaborative filtering

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
SIFT: a tool for wide-area information dissemination

TCON'95 Proceedings of the USENIX 1995 Technical Conference Proceedings
Experiences with GroupLens: marking usenet useful again

ATEC '97 Proceedings of the annual conference on USENIX Annual Technical Conference

Empathic communities: reaching out across the Web

interactions
Supporting situated actions in high volume conversational data situations

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Comparing feature-based and clique-based user models for movie selection

Proceedings of the third ACM conference on Digital libraries
Just talk to me: a field study of expertise location

CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Using filtering agents to improve prediction quality in the GroupLens research collaborative filtering system

CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Horting hatches an egg: a new graph-theoretic approach to collaborative filtering

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
An algorithmic framework for performing collaborative filtering

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Jester 2.0 (poster abstract): evaluation of an new linear time collaborative filtering algorithm

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
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
The Wasabi Personal Shopper: a case-based recommender system

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
Improving collaborative filtering with multimedia indexing techniques to create user-adapting Web sites

MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Concept indexing

GROUP '99 Proceedings of the international ACM SIGGROUP conference on Supporting group work
A recipe based on-line food store

Proceedings of the 5th international conference on Intelligent user interfaces
Recommender systems in e-commerce

Proceedings of the 1st ACM conference on Electronic commerce
A personalized television listings service

Communications of the ACM
Collaborative filtering and the generalized vector space model (poster session)

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Agglomerative clustering of a search engine query log

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Social navigation: techniques for building more usable systems

interactions
Analysis of recommendation algorithms for e-commerce

Proceedings of the 2nd ACM conference on Electronic commerce
Automatic recommendation of hot topics in discussion-type newsgroups (poster session)

IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
Expertise recommender: a flexible recommendation system and architecture

CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Explaining collaborative filtering recommendations

CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
A framework of knowledge management systems: issues and challenges for theory and practice

ICIS '00 Proceedings of the twenty first international conference on Information systems
Implicit interest indicators

Proceedings of the 6th international conference on Intelligent user interfaces
On proxy agents, mobility, and web access

Mobile Networks and Applications
The dynamics of mass online marketplaces: a case study of an online auction

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social navigation of food recipes

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Item-based collaborative filtering recommendation algorithms

Proceedings of the 10th international conference on World Wide Web
Information delivery systems: an exploration of Web pull and push technologies

Communications of the AIS
Reading time, scrolling and interaction: exploring implicit sources of user preferences for relevance feedback

Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating expertise recommendations

GROUP '01 Proceedings of the 2001 International ACM SIGGROUP Conference on Supporting Group Work
Capturing knowledge of user preferences: ontologies in recommender systems

Proceedings of the 1st international conference on Knowledge capture
Computing and using reputations for internet ratings

Proceedings of the 3rd ACM conference on Electronic Commerce
A music recommendation system based on music data grouping and user interests

Proceedings of the tenth international conference on Information and knowledge management
Evaluation of Item-Based Top-N Recommendation Algorithms

Proceedings of the tenth international conference on Information and knowledge management
Building efficient and effective metasearch engines

ACM Computing Surveys (CSUR)
Personalization techniques for online recruitment services

Communications of the ACM - The Adaptive Web
The effect of extrinsic motivation on user behavior in a collaborative information finding system

Journal of the American Society for Information Science and Technology
TalkMine: a soft computing approach to adaptive knowledge recommendation

Soft computing agents
The effects of topic familiarity on information search behavior

Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Predicting category accesses for a user in a structured information space

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Inverted file search algorithms for collaborative filtering

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Methods and metrics for cold-start recommendations

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
On recommending

Journal of the American Society for Information Science and Technology
Dynamic Restructuring of E-Catalog Communities Based on User Interaction Patterns

World Wide Web
Personalization of Supermarket Product Recommendations

Data Mining and Knowledge Discovery
E-Commerce Recommendation Applications

Data Mining and Knowledge Discovery
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization

Data Mining and Knowledge Discovery
Eigentaste: A Constant Time Collaborative Filtering Algorithm

Information Retrieval
Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8

Information Retrieval
Oracles, Bards, and Village Gossips, or Social Roles and Meta Knowledge Management

Information Systems Frontiers
Feature-based and Clique-based User Models for Movie Selection: A Comparative Study

User Modeling and User-Adapted Interaction
The State of the Art in Text Filtering

User Modeling and User-Adapted Interaction
A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web

User Modeling and User-Adapted Interaction
Information Filtering: Overview of Issues, Research and Systems

User Modeling and User-Adapted Interaction
User Modeling for Personalized City Tours

Artificial Intelligence Review
An adaptive stock tracker for personalized trading advice

Proceedings of the 8th international conference on Intelligent user interfaces
MovieLens unplugged: experiences with an occasionally connected recommender system

Proceedings of the 8th international conference on Intelligent user interfaces
Interactive Critiquing forCatalog Navigation in E-Commerce

Artificial Intelligence Review
Experiments in social data mining: The TopicShop system

ACM Transactions on Computer-Human Interaction (TOCHI)
Studying Recommendation Algorithms by Graph Analysis

Journal of Intelligent Information Systems
Shock: Aggregating Information While Preserving Privacy

Information Systems Frontiers
PIPE: Web Personalization by Partial Evaluation

IEEE Internet Computing
Inferring User Interest

IEEE Internet Computing
Content-Independent Task-Focused Recommendation

IEEE Internet Computing
Privacy Risks in Recommender Systems

IEEE Internet Computing
Electronic discussion group moderators' experiences with flame messages and implications for the design of a multi-modal adaptive content-sensitive filtering tool

CHI '01 Extended Abstracts on Human Factors in Computing Systems
Customer's time-variant purchase behavior and corresponding marketing strategies: an online retailer's case

Computers and Industrial Engineering
Design and evaluation of a multi-agent collaborative Web mining system

Decision Support Systems - Web retrieval and mining
A Taxonomy of Recommender Agents on theInternet

Artificial Intelligence Review
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 Graph Based Approach to Extract a Neighborhood Customer Community for Collaborative Filtering

DNIS '02 Proceedings of the Second International Workshop on Databases in Networked Information Systems
Learning What People (Don't) Want

EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Collaborative Filtering Using Principal Component Analysis and Fuzzy Clustering

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
An Adaptive Recommendation System with a Coordinator Agent

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
An Improved Usage-Based Ranking

WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Impact and Potential of User Profiles Used for Distributed Query Processing Based on Literature Services

EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
An Improved Recommendation Algorithm in Collaborative Filtering

EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
The Role of Semantic Relevance in Dynamic User Community Management and the Formulation of Recommendations

CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering
Personalized Conversational Case-Based Recommendation

EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Improving Case-Based Recommendation: A Collaborative Filtering Approach

ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Category-Based Filtering and User Stereotype Cases to Reduce the Latency Problem in Recommender Systems

ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Surfing the Digital Wave

ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Collaborative Case-Based Reasoning: Applications in Personalised Route Planning

ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A Case-Based Reasoning View of Automated Collaborative Filtering

ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
An Efficient Intelligent Agent System for Automated Recommendation in Electronic Commerce

ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
A New Privacy Model for Web Surfing

NGITS '02 Proceedings of the 5th International Workshop on Next Generation Information Technologies and Systems
Mining the Client's Life Cycle Behaviour in the Web

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Dynamic Models of Expert Groups to Recommend Web Documents

ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
Yoda: An Accurate and Scalable Web-Based Recommendation System

CooplS '01 Proceedings of the 9th International Conference on Cooperative Information Systems
Implicit Culture for Multi-agent Interaction Support

CooplS '01 Proceedings of the 9th International Conference on Cooperative Information Systems
Multidimensional Recommender Systems: A Data Warehousing Approach

WELCOM '01 Proceedings of the Second International Workshop on Electronic Commerce
Personalised Organisation of Dynamic e-Catalogs

CAiSE '02/ WES '02 Revised Papers from the International Workshop on Web Services, E-Business, and the Semantic Web
Data Mining Support for Case-Based Collaborative Recommendation

AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
LiveInfo: Adapting Web Experience by Customization and Annotation

AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Case-Based User Profiling for Content Personalisation

AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Automated Collaborative Filtering Applications for Online Recruitment Services

AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
WAP ing the Web: Content Personalisation for WAP-Enabled Devices

AH '00 Proceedings of the International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
GAS: Group Adaptive System

AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Category-Based Filtering in Recommender Systems for Improved Performance in Dynamic Domains

AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
An Automatic Rating Technique Based on XML Document

AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Agents That Model and Learn User Interests for Dynamic Collaborative Filtering

CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
Clipping and Analyzing News Using Machine Learning Techniques

DS '01 Proceedings of the 4th International Conference on Discovery Science
GeoNotes: Social and Navigational Aspects of Location-Based Information Systems

UbiComp '01 Proceedings of the 3rd international conference on Ubiquitous Computing
Constructing Web User Profiles: A non-invasive Learning Approach

WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking

WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Application of ART2 Networks and Self-Organizing Maps to Collaborative Filtering

Revised Papers from the nternational Workshops OHS-7, SC-3, and AH-3 on Hypermedia: Openness, Structural Awareness, and Adaptivity
Organizational Learning in Dynamic Domains

LSO '01 Proceedings of the Third International Workshop on Advances in Learning Software Organizations
The TrailTRECer Framework - A Platform for Trail-Enabled Recommender Applications

DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
RecTree: An Efficient Collaborative Filtering Method

DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
The Use of Implicit Evidence for Relevance Feedback in Web Retrieval

Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Extending Content-Based Recommendation by Order-Matching and Cross-Matching Methods

EC-WEB '00 Proceedings of the First International Conference on Electronic Commerce and Web Technologies
Similarity vs. Diversity

ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Efficient similarity search for market basket data

The VLDB Journal — The International Journal on Very Large Data Bases
SimRank: a measure of structural-context similarity

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
SHOCK: communicating with computational messages and automatic private profiles

WWW '03 Proceedings of the 12th international conference on World Wide Web
Similarity measure and instance selection for collaborative filtering

WWW '03 Proceedings of the 12th international conference on World Wide Web
Algorithmic aspects of information retrieval on the web

Handbook of massive data sets
Designing a composite e-service platform with recommendation function

Computer Standards & Interfaces
Similarity of personal preferences: theoretical foundations and empirical analysis

Artificial Intelligence
Mining customer product ratings for personalized marketing

Decision Support Systems - Special issue: Web data mining
Fuzzy logic methods in recommender systems

Fuzzy Sets and Systems - Theme: Multicriteria decision
Introduction to the JASIST special topic section on web retrieval and mining: a machine learning perspective

Journal of the American Society for Information Science and Technology
PILGRIM: A Location Broker and Mobility-Aware Recommendation System

PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Ontology Based Personalized Search

ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
An Adaptive Recommendation System without Explicit Acquisition of User Relevance Feedback

Distributed and Parallel Databases
Collaborative filtering via gaussian probabilistic latent semantic analysis

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Recommender systems: a market-based design

AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Enabling Personalized Recommendation on the Web Based on User Interests and Behaviors

RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering
Development of Web Customize System for Sharing Educational Resources

WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2
References

Designing information spaces
Intelligent Web mining

Intelligent exploration of the web
Capturing interest through inference and visualization: ontological user profiling in recommender systems

Proceedings of the 2nd international conference on Knowledge capture
Customized Internet news services based on customer profiles

ICEC '03 Proceedings of the 5th international conference on Electronic commerce
BuzzMaps: a prototype social proxy for predictive utility

Proceedings of the 2003 conference on Diversity in computing
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Similarity-based clustering of Web transactions

Proceedings of the 2003 ACM symposium on Applied computing
Using data mining to profile TV viewers

Communications of the ACM - Mobile computing opportunities and challenges
Implicit feedback for inferring user preference: a bibliography

ACM SIGIR Forum
Improving the Quality of the Personalized Electronic Program Guide

User Modeling and User-Adapted Interaction
Evaluating collaborative filtering recommender systems

ACM Transactions on Information Systems (TOIS)
Ontological user profiling in recommender systems

ACM Transactions on Information Systems (TOIS)
Latent semantic models for collaborative filtering

ACM Transactions on Information Systems (TOIS)
Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering

ACM Transactions on Information Systems (TOIS)
Item-based top-N recommendation algorithms

ACM Transactions on Information Systems (TOIS)
Learning User Similarity and Rating Style for Collaborative Recommendation

Information Retrieval
An iterative rating method: application to web-based conference management

Proceedings of the 2004 ACM symposium on Applied computing
Personalised hypermedia presentation techniques for improving online customer relationships

The Knowledge Engineering Review
Adaptive web search based on user profile constructed without any effort from users

Proceedings of the 13th international conference on World Wide Web
User Involvement in Automatic Filtering: An Experimental Study

User Modeling and User-Adapted Interaction
Enhancing Product Recommender Systems on Sparse Binary Data

Data Mining and Knowledge Discovery
Impacts of user privacy preferences on personalized systems: a comparative study

Designing personalized user experiences in eCommerce
Ontology-based personalized search and browsing

Web Intelligence and Agent Systems
Recommender Systems Research: A Connection-Centric Survey

Journal of Intelligent Information Systems
Discovering user profiles for web personalized recommendation

Journal of Computer Science and Technology
QSIA: a web-based environment for learning, assessing and knowledge sharing in communities

Computers & Education
E-commerce recommenders: powerful tools for E-business

Crossroads
CROC: A New Evaluation Criterion for Recommender Systems

Electronic Commerce Research
Collaborative Filtering Using a Regression-Based Approach

Knowledge and Information Systems
Personalized Course Navigation Based on Grey Relational Analysis

Applied Intelligence
Incorporating contextual information in recommender systems using a multidimensional approach

ACM Transactions on Information Systems (TOIS)
Towards understanding programs through wear-based filtering

SoftVis '05 Proceedings of the 2005 ACM symposium on Software visualization
Evaluating implicit measures to improve web search

ACM Transactions on Information Systems (TOIS)
Improving recommendation lists through topic diversification

WWW '05 Proceedings of the 14th international conference on World Wide Web
Using information retrieval techniques for supporting data mining

Data & Knowledge Engineering
VisSearch: a collaborative Web searching environment

Computers & Education
Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions

IEEE Transactions on Knowledge and Data Engineering
Scalable collaborative filtering using cluster-based smoothing

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Combining eye movements and collaborative filtering for proactive information retrieval

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Hipikat: A Project Memory for Software Development

IEEE Transactions on Software Engineering
A market-based approach to recommender systems

ACM Transactions on Information Systems (TOIS)
Collaborative filtering supporting web site navigation

AI Communications
Intelligent Services for the Elderly Over the TV

Journal of Intelligent Information Systems
Personalization technologies: a process-oriented perspective

Communications of the ACM - The digital society
A Toolbar for Efficient Interaction in Online Communities

EUROMICRO '05 Proceedings of the 31st EUROMICRO Conference on Software Engineering and Advanced Applications
Designing and evaluating kalas: A social navigation system for food recipes

ACM Transactions on Computer-Human Interaction (TOCHI)
Social matching: A framework and research agenda

ACM Transactions on Computer-Human Interaction (TOCHI)
Learning Users' Interests by Quality Classification in Market-Based Recommender Systems

IEEE Transactions on Knowledge and Data Engineering
Newsmap: a knowledge map for online news

Decision Support Systems - Special issue: Collaborative work and knowledge management
Proactive support for the organization of shared workspaces using activity patterns and content analysis

GROUP '05 Proceedings of the 2005 international ACM SIGGROUP conference on Supporting group work
Feature-based recommendation system

Proceedings of the 14th ACM international conference on Information and knowledge management
Mining User Preferences, Page Content and Usage to Personalize Website Navigation

World Wide Web
Conversational Collaborative Recommendation --- An Experimental Analysis

Artificial Intelligence Review
Automatic construction of personalized customer interfaces

Proceedings of the 11th international conference on Intelligent user interfaces
Presence based collaborative recommender for networked audiovisual displays

Proceedings of the 11th international conference on Intelligent user interfaces
Multicampaign Assignment Problem

IEEE Transactions on Knowledge and Data Engineering
Extraction of user preferences from a few positive documents

AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
A music recommendation system based on music and user grouping

Journal of Intelligent Information Systems - Special issue: Intelligent multimedia applications
An implicit feedback approach for interactive information retrieval

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Recommendation-based browsing assistance for corporate knowledge portals

Proceedings of the 2006 ACM symposium on Applied computing
Constraint-based optimization and utility elicitation using the minimax decision criterion

Artificial Intelligence
Learning user interaction models for predicting web search result preferences

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Improving web search ranking by incorporating user behavior information

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Supporting the development of a national constellation of communities of practice in the scholarship of teaching and learning through the use of intelligent agents

CSCL '99 Proceedings of the 1999 conference on Computer support for collaborative learning
Naïve filterbots for robust cold-start recommendations

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Discovering task-oriented usage pattern for web recommendation

ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Event sequence mining to develop profiles for computer forensic investigation purposes

ACSW Frontiers '06 Proceedings of the 2006 Australasian workshops on Grid computing and e-research - Volume 54
Don't look stupid: avoiding pitfalls when recommending research papers

CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
Collaborative filtering in dynamic usage environments

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
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
Collaborative Filtering Supporting Web Site Navigation

AI Communications
Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors

Interacting with Computers
Click data as implicit relevance feedback in web search

Information Processing and Management: an International Journal
An associative classification-based recommendation system for personalization in B2C e-commerce applications

Expert Systems with Applications: An International Journal
Argument-based critics and recommenders: a qualitative perspective on user support systems

Data & Knowledge Engineering - Special issue: WIDM 2004
Usage derived recommendations for a video digital library

Journal of Network and Computer Applications
Efficient sequential access pattern mining for web recommendations

International Journal of Knowledge-based and Intelligent Engineering Systems
Personalisation in news delivery systems: Item summarization and multi-tier item selection using relevance feedback

Web Intelligence and Agent Systems
PolyLens: a recommender system for groups of users

ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
A personalized English learning recommender system for ESL students

Expert Systems with Applications: An International Journal
Knowledge maps for composite e-services: A mining-based system platform coupling with recommendations

Expert Systems with Applications: An International Journal
A location-aware recommender system for mobile shopping environments

Expert Systems with Applications: An International Journal
ESMAP: A Multi-agent Platform for Extending a Knowledge Management System

WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Recommenders in a personalized, collaborative digital library environment

Journal of Intelligent Information Systems
Guest Editors' Introduction: Recommender Systems

IEEE Intelligent Systems
Personalized Content Recommendation and User Satisfaction: Theoretical Synthesis and Empirical Findings

Journal of Management Information Systems
Efficient bayesian hierarchical user modeling for recommendation system

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Similarity Measure and Instance Selection for Collaborative Filtering

International Journal of Electronic Commerce
Utilizing Popularity Characteristics for Product Recommendation

International Journal of Electronic Commerce
Generating semantically enriched user profiles for Web personalization

ACM Transactions on Internet Technology (TOIT)
Modeling relationships at multiple scales to improve accuracy of large recommender systems

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
An automated system for web portal personalization

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Does a one-size recommendation system fit all? the effectiveness of collaborative filtering based recommendation systems across different domains and search modes

ACM Transactions on Information Systems (TOIS)
Time spent on a web page is sufficient to infer a user's interest

IMSA'07 IASTED European Conference on Proceedings of the IASTED European Conference: internet and multimedia systems and applications
Analysis and Classification of Multi-Criteria Recommender Systems

World Wide Web
A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem

Information Sciences: an International Journal
How a personalized geowiki can help bicyclists share information more effectively

Proceedings of the 2007 international symposium on Wikis
Influence-based collaborative active learning

Proceedings of the 2007 ACM conference on Recommender systems
Social Information Processing in News Aggregation

IEEE Internet Computing
Diva: a variance-based clustering approach for multi-type relational data

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Improving the classification of newsgroup messages through social network analysis

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A recommender system using GA K-means clustering in an online shopping market

Expert Systems with Applications: An International Journal
Developing recommender systems with the consideration of product profitability for sellers

Information Sciences: an International Journal
Proposing an ESL recommender teaching and learning system

Expert Systems with Applications: An International Journal
Speeding Coordination by Combining Analytical and Inductive Learning

WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Applying Cross-Level Association Rule Mining to Cold-Start Recommendations

WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Disorder inequality: a combinatorial approach to nearest neighbor search

WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Personalized ontology for web search personalization

COMPUTE '08 Proceedings of the 1st Bangalore Annual Compute Conference
A time-based approach to effective recommender systems using implicit feedback

Expert Systems with Applications: An International Journal
A hybrid collaborative filtering recommender system using a new similarity measure

ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Dynamics of collaborative document rating systems

Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
A hybrid framework for similarity-based recommendations

International Journal of Business Intelligence and Data Mining
UnaWare: supporting tacit design knowledge exchange

International Journal of Web Based Communities
A hybrid content-based clustering architecture: minimising uncertainty in personalised multimedia content

International Journal of Intelligent Systems Technologies and Applications
A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems

Knowledge-Based Systems
Personalized interactive faceted search

Proceedings of the 17th international conference on World Wide Web
Trust on the world wide web: a survey

Foundations and Trends in Web Science
Product recommendation approaches: Collaborative filtering via customer lifetime value and customer demands

Expert Systems with Applications: An International Journal
A semantic-expansion approach to personalized knowledge recommendation

Decision Support Systems
A collaborative filtering-based approach to personalized document clustering

Decision Support Systems
Document recommendation for knowledge sharing in personal folder environments

Journal of Systems and Software
Attack resistant collaborative filtering

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
EigenRank: a ranking-oriented approach to collaborative filtering

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Affective feedback: an investigation into the role of emotions in the information seeking process

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Constraint-based recommender systems: technologies and research issues

Proceedings of the 10th international conference on Electronic commerce
An empirical study of a cross-level association rule mining approach to cold-start recommendations

Knowledge-Based Systems
Using Evolving Agents to Critique Subjective Music Compositions

Computational Intelligence and Security
Aspect-Based Tagging for Collaborative Media Organization

From Web to Social Web: Discovering and Deploying User and Content Profiles
A Survey on Reviewer Assignment Problem

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Mood and Recommendations: On Non-cognitive Mood Inducers for High Quality Recommendation

APCHI '08 Proceedings of the 8th Asia-Pacific conference on Computer-Human Interaction
Open Domain Recommendation: Social Networks and Collaborative Filtering

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Personalization Using Ontologies and Rules

AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A Comparison of Different Rating Based Collaborative Filtering Algorithms

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Collaborative Information Filtering: A Review and an Educational Application

International Journal of Artificial Intelligence in Education
Communication-Garden System: Visualizing a computer-mediated communication process

Decision Support Systems
CARD: a decision-guidance framework and application for recommending composite alternatives

Proceedings of the 2008 ACM conference on Recommender systems
CARD: a decision-guidance framework and application for recommending composite alternatives

Proceedings of the 2008 ACM conference on Recommender systems
Who predicts better?: results from an online study comparing humans and an online recommender system

Proceedings of the 2008 ACM conference on Recommender systems
Probabilistic polyadic factorization and its application to personalized recommendation

Proceedings of the 17th ACM conference on Information and knowledge management
Towards a model of understanding social search

Proceedings of the 2008 ACM workshop on Search in social media
On exploiting classification taxonomies in recommender systems

AI Communications - Recommender Systems
The computational geowiki: what, why, and how

Proceedings of the 2008 ACM conference on Computer supported cooperative work
Towards a model of understanding social search

Proceedings of the 2008 ACM conference on Computer supported cooperative work
A peer-to-peer recommender system based on spontaneous affinities

ACM Transactions on Internet Technology (TOIT)
User language model for collaborative personalized search

ACM Transactions on Information Systems (TOIS)
Framework for the development of a personalised recommender system with integrated web-mining functionalities

International Journal of Computer Applications in Technology
Multiagent system for learning objects retrieval with context attributes

International Journal of Computer Applications in Technology
A Collaborative Approach to User Modeling for Personalized Content Recommendations

ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Improving Prediction Quality in Collaborative Filtering Based on Clustering

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Latent grouping models for user preference prediction

Machine Learning
An iterative semi-explicit rating method for building collaborative recommender systems

Expert Systems with Applications: An International Journal
Toward an optimum combination of English teachers for objective teaching

Expert Systems with Applications: An International Journal
Case-studies on exploiting explicit customer requirements in recommender systems

User Modeling and User-Adapted Interaction
Discussion of Offspring Generation Method for Interactive Genetic Algorithms with Consideration of Multimodal Preference

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Query independent measures of annotation and annotator impact

Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
Contextualized Recommendation Based on Reality Mining From Mobile Subscribers

Cybernetics and Systems
A recommender system to avoid customer churn: A case study

Expert Systems with Applications: An International Journal
Collaborative filtering based on workflow space

Expert Systems with Applications: An International Journal
Context-aware system for proactive personalized service based on context history

Expert Systems with Applications: An International Journal
iTrustU: a blog recommender system based on multi-faceted trust and collaborative filtering

Proceedings of the 2009 ACM symposium on Applied Computing
Dynamics of a Collaborative Rating System

Advances in Web Mining and Web Usage Analysis
Analysis of Variational Bayesian Matrix Factorization

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Impacts of decoy elements on result set evaluations in knowledge-based recommendation

International Journal of Advanced Intelligence Paradigms
Architecture for effective personalised web search

International Journal of Computer Applications in Technology
Contextualized mobile recommendation service based on interactive social network discovered from mobile users

Expert Systems with Applications: An International Journal
Grocery shopping recommendations based on basket-sensitive random walk

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Strategies for Effective Shilling Attacks against Recommender Systems

Privacy, Security, and Trust in KDD
Establishing a Probabilistic Model for Cognitive Learning Style

Proceedings of the 2005 conference on Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences: Sharing Good Practices of Research, Experimentation and Innovation
A Multi-Dimensional Paper Recommender

Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Substitutes or complements: another step forward in recommendations

Proceedings of the 10th ACM conference on Electronic commerce
Applying probabilistic latent semantic analysis to multi-criteria recommender system

AI Communications
Utility-Based Repair of Inconsistent Requirements

IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
A Collaborative Filtering Algorithm with Phased Forecast

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Trust and nuanced profile similarity in online social networks

ACM Transactions on the Web (TWEB)
The virtual participant: lessons to be learned from a case-based tutor's assistant

CSCL '97 Proceedings of the 2nd international conference on Computer support for collaborative learning
A Position Paper on 'Living Laboratories': Rethinking Ecological Designs and Experimentation in Human-Computer Interaction

Proceedings of the 13th International Conference on Human-Computer Interaction. Part I: New Trends
Collaborative Filtering Is Not Enough? Experiments with a Mixed-Model Recommender for Leisure Activities

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Filtering Fitness Trail Content Generated by Mobile Users

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Comparing Pre-filtering and Post-filtering Approach in a Collaborative Contextual Recommender System: An Application to E-Commerce

EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Alternative Formulas for Rating Prediction Using Collaborative Filtering

ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Two-Way Grouping by One-Way Topic Models

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Preference-Based Recommendations for OLAP Analysis

DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
A hybrid of sequential rules and collaborative filtering for product recommendation

Information Sciences: an International Journal
Optimal recommendation sets: covering uncertainty over user preferences

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
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
Technical paper recommendation: a study in combining multiple information sources

Journal of Artificial Intelligence Research
A personalized system for conversational recommendations

Journal of Artificial Intelligence Research
Preference-based search using example-critiquing with suggestions

Journal of Artificial Intelligence Research
The power of suggestion

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Explicit vs implicit profiling: a case-study in electronic programme guides

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Item selection strategies for collaborative filtering

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Time-Dependent Models in Collaborative Filtering Based Recommender System

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Combinatorial Framework for Similarity Search

SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Stacking recommendation engines with additional meta-features

Proceedings of the third ACM conference on Recommender systems
Harnessing the power of "favorites" lists for recommendation systems

Proceedings of the third ACM conference on Recommender systems
Preference elicitation with subjective features

Proceedings of the third ACM conference on Recommender systems
Personalized query relaxations and repairs in knowledge-based recommendation

Proceedings of the third ACM conference on Recommender systems
Constraint-based optimization and utility elicitation using the minimax decision criterion

Artificial Intelligence
Integrating knowledge flow mining and collaborative filtering to support document recommendation

Journal of Systems and Software
An inner-enterprise knowledge recommender system

Expert Systems with Applications: An International Journal
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering

Proceedings of the 18th ACM conference on Information and knowledge management
Recommender system based on workflow

Decision Support Systems
ePaper: A personalized mobile newspaper

Journal of the American Society for Information Science and Technology
Eliciting customer preferences for products from navigation behavior on the web: a multicriteria decision approach with implicit feedback

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Plausible repairs for inconsistent requirements

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
An intelligent music playlist generator based on the time parameter with artificial neural networks

Expert Systems with Applications: An International Journal
Selecting a small number of products for effective user profiling in collaborative filtering

Expert Systems with Applications: An International Journal
A fully automated recommender system using collaborative filters

CIIT '07 The Sixth IASTED International Conference on Communications, Internet, and Information Technology
Maximizing customer satisfaction through an online recommendation system: A novel associative classification model

Decision Support Systems
Towards a model of implicit feedback for Web search

Journal of the American Society for Information Science and Technology
Learning dynamic information needs: A collaborative topic variation inspection approach

Journal of the American Society for Information Science and Technology
Consumer Decision Making in Knowledge-Based Recommendation

AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Aggregation Trade Offs in Family Based Recommendations

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Time spent on a web page is sufficient to infer a user's interest

EurolMSA '07 Proceedings of the Third IASTED European Conference on Internet and Multimedia Systems and Applications
Commodity recommendations of retail business based on decisiontree induction

Expert Systems with Applications: An International Journal
A brief survey of computational approaches in social computing

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Detection of the customer time-variant pattern for improving recommender systems

Expert Systems with Applications: An International Journal
On-line personalized sales promotion in electronic commerce

Expert Systems with Applications: An International Journal
A personalized recommendation system based on product taxonomy for one-to-one marketing online

Expert Systems with Applications: An International Journal
Assessing users' product-specific knowledge for personalization in electronic commerce

Expert Systems with Applications: An International Journal
An implicit feedback approach for interactive information retrieval

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Weighted class based hybrid algorithm for top-N recommender systems

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
A movie rating prediction system of user propensity analysis based on collaborative filtering and fuzzy system

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Personalized news recommendation based on click behavior

Proceedings of the 15th international conference on Intelligent user interfaces
Personalized user interfaces for product configuration

Proceedings of the 15th international conference on Intelligent user interfaces
Experiments on the preference-based organization interface in recommender systems

ACM Transactions on Computer-Human Interaction (TOCHI)
Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations

Information Sciences: an International Journal
Short and tweet: experiments on recommending content from information streams

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Asl-stem forum: enabling sign language to grow through online collaboration

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Personalization by website transformation: Theory and practice

Information Processing and Management: an International Journal
Connection network and optimization of interest metric for one-to-one marketing

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
An empirical study of data smoothing methods for memory-based and hybrid collaborative filtering

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Information filtering, expertise and cognitive load

FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
How to use enriched browsing context to personalize web site access

CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Harnessing trust in social search

ECIR'07 Proceedings of the 29th European conference on IR research
Ontological technologies for user modelling

International Journal of Metadata, Semantics and Ontologies
Discovery of shared topics networks among people: a simple approach to find community knowledge from WWW bookmarks

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
A new algorithm for performing ratings-based collaborative filtering

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Recommendation models for user accesses to web pages

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
User profiles for personalized information access

The adaptive web
Data mining for web personalization

The adaptive web
Collaborative filtering recommender systems

The adaptive web
Case-based recommendation

The adaptive web
Adaptive news access

The adaptive web
A study on user satisfaction evaluation about therecommendation techniques of a personalized EPG system on digital TV

HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Time to CARE: a collaborative engine for practical disease prediction

Data Mining and Knowledge Discovery
New theoretical findings in multiple personalized recommendations

Proceedings of the 2010 ACM Symposium on Applied Computing
Knowledge flow-based document recommendation for knowledge sharing

KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Capturing designers' knowledge demands in collaborative team

CDVE'07 Proceedings of the 4th international conference on Cooperative design, visualization, and engineering
A collaborative recommender system based on asymmetric user similarity

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Aizu-BUS: need-based book recommendation using web reviews and web services

DNIS'07 Proceedings of the 5th international conference on Databases in networked information systems
Realising context-sensitive mobile messaging

OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems - Volume Part I
Time filtering for better recommendations with small and sparse rating matrices

WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Are you satisfied with your recommendation service?: discovering social networks for personalized mobile services

KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
COPLINK agent: an architecture for information monitoring and sharing in law enforcement

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
A recommender system based on multi-features

ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Recommendation and decision technologies for requirements engineering

Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Implicit culture for information agents

Intelligent information agents
A knowledge-based product recommendation system for e-commerce

International Journal of Intelligent Information and Database Systems
Scholarly paper recommendation via user's recent research interests

Proceedings of the 10th annual joint conference on Digital libraries
Coauthorship networks and academic literature recommendation

Electronic Commerce Research and Applications
Enhancing link-based similarity through the use of non-numerical labels and prior information

Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Distributed recommender for peer-to-peer knowledge sharing

Information Sciences: an International Journal
Serendipitous recommendations via innovators

Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A hybrid collaborative filtering recommendation mechanism for P2P networks

Future Generation Computer Systems
Application of salesman-like recommendation system in 3G mobile phone online shopping decision support

Expert Systems with Applications: An International Journal
Off the beaten track: a mobile field study exploring the long tail of tourist recommendations

Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Addressing mobile information overload in the universal inbox through lenses

Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Context-based services selection and recommendation through P-learning platform

ITHET'10 Proceedings of the 9th international conference on Information technology based higher education and training
An elaborated model of social search

Information Processing and Management: an International Journal
Do your friends make you smarter?: An analysis of social strategies in online information seeking

Information Processing and Management: an International Journal
Will recommenders kill search?: recommender systems - an industry perspective

Proceedings of the fourth ACM conference on Recommender systems
On the stability of recommendation algorithms

Proceedings of the fourth ACM conference on Recommender systems
Group-based recipe recommendations: analysis of data aggregation strategies

Proceedings of the fourth ACM conference on Recommender systems
Recommending twitter users to follow using content and collaborative filtering approaches

Proceedings of the fourth ACM conference on Recommender systems
RECON: a reciprocal recommender for online dating

Proceedings of the fourth ACM conference on Recommender systems
Personalizing the settings for Cf-based recommender systems

Proceedings of the fourth ACM conference on Recommender systems
Do clicks measure recommendation relevancy?: an empirical user study

Proceedings of the fourth ACM conference on Recommender systems
On the real-time web as a source of recommendation knowledge

Proceedings of the fourth ACM conference on Recommender systems
A hybrid recommendation method with reduced data for large-scale application

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Towards location-based social networking services

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Location Based Social Networks
Hybrid tag recommendation for social annotation systems

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Recommendation based on object typicality

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Smart e-learning using recommender system

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A novel approach to compute similarities and its application to item recommendation

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Personalisation in web computing and informatics: Theories, techniques, applications, and future research

Information Systems Frontiers
Application and analysis of interpersonal networks for a community support system

JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
Book recommendation system for utilisation of library services

International Journal of Computational Science and Engineering
Collaborative filtering by sequential user-item co-cluster extraction from rectangular relational data

International Journal of Knowledge Engineering and Soft Data Paradigms
Pagerank-based collaborative filtering recommendation

ICICA'10 Proceedings of the First international conference on Information computing and applications
An improved similarity algorithm based on hesitation degree for user-based collaborative filtering

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Trend analysis model: trend consists of temporal words, topics, and timestamps

Proceedings of the fourth ACM international conference on Web search and data mining
Predicting future reviews: sentiment analysis models for collaborative filtering

Proceedings of the fourth ACM international conference on Web search and data mining
Rank order-based recommendation approach for multiple featured products

Expert Systems with Applications: An International Journal
Empirical knowledge engineering: cognitive aspects in the development of constraint-based recommenders

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Adaptive utility-ased recommendation

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
A proposal for news recommendation based on clustering techniques

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Using genetic algorithms for personalized recommendation

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Userrank for item-based collaborative filtering recommendation

Information Processing Letters
An approach to expert recommendation based on fuzzy linguistic method and fuzzy text classification in knowledge management systems

Expert Systems with Applications: An International Journal
On context-aware distributed event dissemination

Personal and Ubiquitous Computing
Proposing a charting recommender system for second-language nurses

Expert Systems with Applications: An International Journal
Design lessons from the fastest q&a site in the west

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using lower-bound similarity to enhance the performance of recommender systems

COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Collaborative error-reflected models for cold-start recommender systems

Decision Support Systems
Performance improvement in collaborative recommendation using multi-layer perceptron

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Finding useful users on twitter: twittomender the followee recommender

ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Consumer decision making in knowledge-based recommendation

Journal of Intelligent Information Systems
Sequence-based trust in collaborative filtering for document recommendation

International Journal of Human-Computer Studies
Rapid development of knowledge-based conversational recommender applications with advisor suite

Journal of Web Engineering
Recipe recommendation: accuracy and reasoning

UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Tag-based resource recommendation in social annotation applications

UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Walk the talk: analyzing the relation between implicit and explicit feedback for preference elicitation

UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Socially mediated technology awareness

Proceedings of the 4th international workshop on Social software engineering
A smart movie recommendation system

HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
User model interoperability: a survey

User Modeling and User-Adapted Interaction
Trust based recommender system using ant colony for trust computation

Expert Systems with Applications: An International Journal
Personalized techniques for lifestyle change

AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
My head is your tail: applying link analysis on long-tailed music listening behavior for music recommendation

Proceedings of the fifth ACM conference on Recommender systems
A timeline-based algorithm for personalized tag recommendation

WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Commenders: A recommendation procedure for online book communities

Electronic Commerce Research and Applications
Empirical Analysis of the Impact of Recommender Systems on Sales

Journal of Management Information Systems
Collaborative filtering by personality diagnosis: a hybrid memory- and model-based approach

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Using temporal data for making recommendations

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Toward case-based preference elicitation: similarity measures on preference structures

UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Personalised search-a hybrid approach for web information retrieval and its evaluation

International Journal of Knowledge and Web Intelligence
Theoretical Analysis of Bayesian Matrix Factorization

The Journal of Machine Learning Research
Exploiting rating behaviors for effective collaborative filtering

WISE'06 Proceedings of the 7th international conference on Web Information Systems
Improvements to collaborative filtering systems

CIS'04 Proceedings of the First international conference on Computational and Information Science
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
Interest-based user grouping model for collaborative filtering in digital libraries

ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Evaluating subjective compositions by the cooperation between human and adaptive agents

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Recommendation of visual information by gaze-based implicit preference acquisition

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Dataset-driven research for improving recommender systems for learning

Proceedings of the 1st International Conference on Learning Analytics and Knowledge
Collaborative filtering for recommendation using neural networks

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I
Evaluation of attribute-aware recommender system algorithms on data with varying characteristics

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Active collaborative filtering

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Towards user profiling for web recommendation

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Courseware recommendation in e-learning system

ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
A rule filtering component based on recommendation agent system for classifying email document

PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
The dynamic competitive recommendation algorithm in social network services

Information Sciences: an International Journal
An interactive agent system for supporting knowledge-based recommendation: a case study on an e-novel recommender system

Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Top-N news recommendations in digital newspapers

Knowledge-Based Systems
Incremental clustering of newsgroup articles

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Improving re-ranking of search results using collaborative filtering

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
A web recommendation technique based on probabilistic latent semantic analysis

WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Optimizing collaborative filtering by interpolating the individual and group behaviors

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Framework for collaborative knowledge sharing and recommendation based on taxonomic partial reputations

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Effects of user similarity in social media

Proceedings of the fifth ACM international conference on Web search and data mining
Implicit: a multi-agent recommendation system for web search

Autonomous Agents and Multi-Agent Systems
Interest-based real-time content recommendation in online social communities

Knowledge-Based Systems
Empirical evaluation of a visual interface for exploring message boards

ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Extraction of representative keywords considering co-occurrence in positive documents

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
HYREC: a hybrid recommendation system for e-commerce

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Collaborative Filtering with a User-Item Matrix Reduction Technique

International Journal of Electronic Commerce
On extracting recommendation knowledge for personalized web-based learning based on ant colony optimization with segmented-goal and meta-control strategies

Expert Systems with Applications: An International Journal
Effectiveness of implicit rating data on characterizing users in complex information systems

ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Intelligent techniques for web personalization

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Scaling down candidate sets based on the temporal feature of items for improved hybrid recommendations

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Cluster ensembles in collaborative filtering recommendation

Applied Soft Computing
Collaborative filtering based on neural networks using similarity

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
What's the deal with the web/blogs/the next big technology: a key role for information science in e-social science research?

CoLIS'05 Proceedings of the 5th international conference on Context: conceptions of Library and Information Sciences
A methodology for predicting agent behavior by the use of data mining techniques

AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Market-based recommender systems: learning users' interests by quality classification

AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
A recommender system based on historical usage data for web service discovery

Service Oriented Computing and Applications
UP-DRES: user profiling for a dynamic REcommendation system

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
A semantic recommender engine enabling an etourism scenario

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Data sparsity issues in the collaborative filtering framework

WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
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
Voting with your feet: an investigative study of the relationship between place visit behavior and preference

UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Emergent semantics in knowledge sifter: an evolutionary search agent based on semantic web services

Journal on Data Semantics VI
Resource recommendation in social annotation systems: A linear-weighted hybrid approach

Journal of Computer and System Sciences
Dynamical e-commerce system for shopping mall site through mobile devices

DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Experience-Based critiquing: reusing critiquing experiences to improve conversational recommendation

ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems
Collaborative Filtering Recommender Systems

Foundations and Trends in Human-Computer Interaction
SERUM: collecting semantic user behavior for improved news recommendations

UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Discovery of Web user communities and their role in personalization

User Modeling and User-Adapted Interaction
Recommender systems: from algorithms to user experience

User Modeling and User-Adapted Interaction
Facilitating web search with visualization and data mining techniques

Knowledge and Information Visualization
RecDB: towards DBMS support for online recommender systems

PhD '12 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium
Kernel-Mapping Recommender system algorithms

Information Sciences: an International Journal
Mining same-taste users with common preference patterns for ubiquitous exhibition navigation

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine

Proceedings of the 15th International Conference on Extending Database Technology
Relevance search in heterogeneous networks

Proceedings of the 15th International Conference on Extending Database Technology
gRecs: a group recommendation system based on user clustering

DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
iSeS: intelligent semantic search framework

Proceedings of the 6th Euro American Conference on Telematics and Information Systems
An implementation and evaluation of recommender systems for traveling abroad

Expert Systems with Applications: An International Journal
Preface to the special issue on user interfaces for recommender systems

User Modeling and User-Adapted Interaction
Strong concepts: Intermediate-level knowledge in interaction design research

ACM Transactions on Computer-Human Interaction (TOCHI)
What does time spent on searching indicate?

Proceedings of the 4th Information Interaction in Context Symposium
Exploiting the characteristics of matrix factorization for active learning in 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
Stability of Recommendation Algorithms

ACM Transactions on Information Systems (TOIS)
The other side of the social web: a taxonomy for social information access

Proceedings of the 18th Brazilian symposium on Multimedia and the web
Document recommendations based on knowledge flows: A hybrid of personalized and group-based approaches

Journal of the American Society for Information Science and Technology
Location-based and preference-aware recommendation using sparse geo-social networking data

Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Contextual recommendations for groups

ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Fast group recommendations by applying user clustering

ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Personalized diagnoses for inconsistent user requirements

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A New Similarity Metric for Sequential Data

International Journal of Data Warehousing and Mining
An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation

International Journal on Semantic Web & Information Systems
On Finding Fine-Granularity User Communities by Profile Decomposition

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Personalized News Recommendation Based on Collaborative Filtering

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Mining affective needs of automotive industry customers for building a mass-customization recommender system

Journal of Intelligent Manufacturing
Multi-agent based middleware for protecting privacy in IPTV content recommender services

Multimedia Tools and Applications
User preference representation based on psychometric models

ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Novel personal and group-based trust models in collaborative filtering for document recommendation

Information Sciences: an International Journal
Recommending insurance riders

Proceedings of the 28th Annual ACM Symposium on Applied Computing
βP: A novel approach to filter out malicious rating profiles from recommender systems

Decision Support Systems
Weighted slope one predictors revisited

Proceedings of the 22nd international conference on World Wide Web companion
Trust based recommendation systems

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Global analytic solution of fully-observed variational Bayesian matrix factorization

The Journal of Machine Learning Research
SMARTMUSEUM: A mobile recommender system for the Web of Data

Web Semantics: Science, Services and Agents on the World Wide Web
Beyond rating prediction accuracy: on new perspectives in recommender systems

Proceedings of the 7th ACM conference on Recommender systems
Generation of web recommendations using implicit user feedback and normalised mutual information

International Journal of Knowledge and Web Intelligence
The effects of negative interaction feedback in a web navigation assistant

HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: users and contexts of use - Volume Part III
Integrating the anchoring process with preference stability for interactive movie recommendations

HCI'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction for learning, culture, collaboration and business - Volume Part III
Standing on the schemas of giants: socially augmented information foraging

Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Toward identification and adoption of best practices in algorithmic recommender systems research

Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
SADINA: Adaptive System for Academic News Dissemination

Proceedings of International Conference on Information Integration and Web-based Applications & Services
On discovering non-obvious recommendations: using unexpectedness and neighborhood selection methods in collaborative filtering systems

Proceedings of the 7th ACM international conference on Web search and data mining
Contents Recommendation Method Using Social Network Analysis

Wireless Personal Communications: An International Journal
Elicitation of latent learning needs through learning goals recommendation

Computers in Human Behavior
Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems

Expert Systems with Applications: An International Journal
QA document recommendations for communities of question-answering websites

Knowledge-Based Systems
Hybrid recommendation approaches for multi-criteria collaborative filtering

Expert Systems with Applications: An International Journal
The Adaptive Ontology-Based Personalized Recommender System

Wireless Personal Communications: An International Journal
Nonadditive similarity-based single-layer perceptron for multi-criteria collaborative filtering

Neurocomputing
YmalDB: exploring relational databases via result-driven recommendations

The VLDB Journal — The International Journal on Very Large Data Bases
Clustering-based diversity improvement in top-N recommendation

Journal of Intelligent Information Systems
Internal link prediction: A new approach for predicting links in bipartite graphs

Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
A genre-based fuzzy inference approach for effective filtering of movies

Intelligent Data Analysis

Quantified Score

Hi-index	48.28

GroupLens: applying collaborative filtering to Usenet news

Quantified Score

Visualization

Abstract