Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach

Getting to know you: learning new user preferences in recommender systems

Proceedings of the 7th international conference on Intelligent user interfaces

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

Removing redundancy and inconsistency in memory-based collaborative filtering

Proceedings of the eleventh international conference on Information and knowledge management

Eigentaste: A Constant Time Collaborative Filtering Algorithm

Information Retrieval

An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms

Information Retrieval

Towards more conversational and collaborative recommender systems

Proceedings of the 8th international conference on Intelligent user interfaces

Studying Recommendation Algorithms by Graph Analysis

Journal of Intelligent Information Systems

Is seeing believing?: how recommender system interfaces affect users' opinions

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Learning What People (Don't) Want

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Non-crisp Clustering by Fast, Convergent, and Robust Algorithms

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development

User Preference Mining through Collaborative Filtering and Content Based Filtering in Recommender System

EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies

A Data Mining Approach to New Library Book Recommendations

ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology

Personalization of Newsletters Using Multistage Fuzzy Inference

Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications

Web Usage Mining as a Tool for Personalization: A Survey

User Modeling and User-Adapted Interaction

Probabilistic Memory-Based Collaborative Filtering

IEEE Transactions on Knowledge and Data Engineering

Collaborative filtering with decoupled models for preferences and ratings

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Evaluating collaborative filtering recommender systems

ACM Transactions on Information Systems (TOIS)

Inference of recommendation information on the internet using improved FAM

Future Generation Computer Systems - Special issue: Modeling and simulation in supercomputing and telecommunications

Enhancing Product Recommender Systems on Sparse Binary Data

Data Mining and Knowledge Discovery

An automatic weighting scheme for collaborative filtering

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

A nonparametric hierarchical bayesian framework for information filtering

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Mining Skewed and Sparse Transaction Data for Personalized Shopping Recommendation

Machine Learning

Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence

CROC: A New Evaluation Criterion for Recommender Systems

Electronic Commerce Research

Location Based and Customized Voice Information Service for Mobile Community

Information Systems Frontiers

Scale and Translation Invariant Collaborative Filtering Systems

Information Retrieval

A Bayesian approach toward active learning for collaborative filtering

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

Collaborative Filtering Using a Regression-Based Approach

Knowledge and Information Systems

Scalable collaborative filtering using cluster-based smoothing

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

Collaborative filtering supporting web site navigation

AI Communications

A study of mixture models for collaborative filtering

Information Retrieval

Unifying user-based and item-based collaborative filtering approaches by similarity fusion

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

Analysis of a low-dimensional linear model under recommendation attacks

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

Naïve filterbots for robust cold-start recommendations

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Collaborative Filtering Supporting Web Site Navigation

AI Communications

A location-aware recommender system for mobile shopping environments

Expert Systems with Applications: An International Journal

Effective missing data prediction for collaborative filtering

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Applying collaborative filtering techniques to movie search for better ranking and browsing

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Selectively acquiring ratings for product recommendation

Proceedings of the ninth international conference on Electronic commerce

REFEREE: an open framework for practical testing of recommender systems using ResearchIndex

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)

Adaptive delivery of E-commerce web sites

Intelligent Data Analysis

Enhancing privacy and preserving accuracy of a distributed collaborative filtering

Proceedings of the 2007 ACM conference on Recommender systems

Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering

Proceedings of the 2007 ACM conference on Recommender systems

Recommendations in taste related domains: collaborative filtering vs. social filtering

Proceedings of the 2007 international ACM conference on Supporting group work

Addressing cold-start problem in recommendation systems

Proceedings of the 2nd international conference on Ubiquitous information management and communication

A new restoration-based recommender system for shopping buddy smart carts

International Journal of Business Information Systems

A hybrid content-based clustering architecture: minimising uncertainty in personalised multimedia content

International Journal of Intelligent Systems Technologies and Applications

Unified relevance models for rating prediction in collaborative filtering

ACM Transactions on Information Systems (TOIS)

Ranking refinement and its application to information retrieval

Proceedings of the 17th international conference on World Wide Web

EigenRank: a ranking-oriented approach to collaborative filtering

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

A collaborative filtering framework based on both local user similarity and global user similarity

Machine Learning

Probabilistic relevance ranking for collaborative filtering

Information Retrieval

Comparing State-of-the-Art Collaborative Filtering Systems

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Collaborative Information Filtering: A Review and an Educational Application

International Journal of Artificial Intelligence in Education

Matrix factorization and neighbor based algorithms for the netflix prize problem

Proceedings of the 2008 ACM conference on Recommender systems

Short communication: Recommendation based on rational inferences in collaborative filtering

Knowledge-Based Systems

A Collaborative Filtering Algorithm Based on Global and Domain Authorities

ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information

A Paper Recommender for Scientific Literatures Based on Semantic Concept Similarity

ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information

Constraint handling using tournament selection: Abductive inference in partly deterministic bayesian networks

Evolutionary Computation

Search shortcuts using click-through data

Proceedings of the 2009 workshop on Web Search Click Data

Collaborative filtering using orthogonal nonnegative matrix tri-factorization

Information Processing and Management: an International Journal

Learning preferences of new users in recommender systems: an information theoretic approach

ACM SIGKDD Explorations Newsletter

Transfer learning for collaborative filtering via a rating-matrix generative model

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

CARES: a ranking-oriented CADAL recommender system

Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries

A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy

Exploring more realistic evaluation measures for collaborative filtering

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Semi-supervised learning by mixed label propagation

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

On the foundations of expected expected utility

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Pairwise preference regression for cold-start recommendation

Proceedings of the third ACM conference on Recommender systems

Search shortcuts: a new approach to the recommendation of queries

Proceedings of the third ACM conference on Recommender systems

Conceptual recommender system for CiteSeerX

Proceedings of the third ACM conference on Recommender systems

Msuggest: a semantic recommender framework for traditional chinese medicine book search engine

Proceedings of the 18th ACM conference on Information and knowledge management

Probabilistic latent preference analysis for collaborative filtering

Proceedings of the 18th ACM conference on Information and knowledge management

A social recommendation framework based on multi-scale continuous conditional random fields

Proceedings of the 18th ACM conference on Information and knowledge management

Recommender System for Music CDs Using a Graph Partitioning Method

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II

Language Models of Collaborative Filtering

AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology

A brief survey of computational approaches in social computing

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Topic-based web page recommendation using tags

ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics

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 survey of collaborative filtering techniques

Advances in Artificial Intelligence

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

Interfaces for eliciting new user preferences in recommender systems

UM'03 Proceedings of the 9th international conference on User modeling

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

Personalized communities in a distributed recommender system

ECIR'07 Proceedings of the 29th European conference on IR research

A collaborative recommender system based on asymmetric user similarity

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

Towards a scalable kNN CF algorithm: exploring effective applications of clustering

WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis

On a probabilistic combination of prediction sources

ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems

A recommender system based on multi-features

ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II

Aggregating preference graphs for collaborative rating prediction

Proceedings of the fourth ACM conference on Recommender systems

Collaborative filtering via euclidean embedding

Proceedings of the fourth ACM conference on Recommender systems

Online evolutionary collaborative filtering

Proceedings of the fourth ACM conference on Recommender systems

Unifying explicit and implicit feedback for collaborative filtering

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

Service selection decision support in the internet of services

GECON'10 Proceedings of the 7th international conference on Economics of grids, clouds, systems, and services

Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems

ACM Transactions on the Web (TWEB)

CMAP: effective fusion of quality and relevance for multi-criteria recommendation

Proceedings of the fourth ACM international conference on Web search and data mining

Community discovery using nonnegative matrix factorization

Data Mining and Knowledge Discovery

A social network-aware top-N recommender system using GPU

Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries

SCENE: a scalable two-stage personalized news recommendation system

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

Functional matrix factorizations for cold-start recommendation

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

Handling data sparsity in collaborative filtering using emotion and semantic based features

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence

Symmetric collaborative filtering using the noisy sensor model

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence

Exploiting rating behaviors for effective collaborative filtering

WISE'06 Proceedings of the 7th international conference on Web Information Systems

Do you trust your recommendations? an exploration of security and privacy issues in recommender systems

ETRICS'06 Proceedings of the 2006 international conference on Emerging Trends in Information and Communication Security

Active collaborative filtering

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence

Preference-based graphic models for collaborative filtering

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence

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

Expert Systems with Applications: An International Journal