Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments

Collaborative filtering with privacy via factor analysis

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

Towards more conversational and collaborative recommender systems

Proceedings of the 8th international conference on Intelligent user interfaces

Support Vector Machines for Polycategorical Classification

ECML '02 Proceedings of the 13th European Conference on Machine Learning

A Case-Based Recommender System Using Implicit Rating Techniques

AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems

Content-boosted collaborative filtering for improved recommendations

Eighteenth national conference on Artificial intelligence

Convergent algorithms for collaborative filtering

Proceedings of the 4th ACM conference on Electronic commerce

Latent dirichlet allocation

The Journal of Machine Learning Research

The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Knowing a tree from the forest: art image retrieval using a society of profiles

MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia

User Involvement in Automatic Filtering: An Experimental Study

User Modeling and User-Adapted Interaction

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

CubeSVD: a novel approach to personalized Web search

WWW '05 Proceedings of the 14th international conference on World Wide Web

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

A market-based approach to recommender systems

ACM Transactions on Information Systems (TOIS)

A maximum entropy web recommendation system: combining collaborative and content features

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Learning Users' Interests by Quality Classification in Market-Based Recommender Systems

IEEE Transactions on Knowledge and Data Engineering

Retroactive answering of search queries

Proceedings of the 15th international conference on World Wide Web

A study of mixture models for collaborative filtering

Information Retrieval

Latent semantic analysis for multiple-type interrelated data objects

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

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

A new approach for combining content-based and collaborative filters

Journal of Intelligent Information Systems

Evaluating peer-to-peer recommender systems that exploit spontaneous affinities

Proceedings of the 2007 ACM symposium on Applied computing

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

Addressing cold-start problem in recommendation systems

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

Tag-aware recommender systems by fusion of collaborative filtering algorithms

Proceedings of the 2008 ACM symposium on Applied computing

A collaborative recommender system based on probabilistic inference from fuzzy observations

Fuzzy Sets and Systems

Decision support for team staffing: An automated relational recommendation approach

Decision Support Systems

An empirical study of a cross-level association rule mining approach to cold-start recommendations

Knowledge-Based Systems

A Graphical Model for Content Based Image Suggestion and Feature Selection

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

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

Large-Scale Parallel Collaborative Filtering for the Netflix Prize

AAIM '08 Proceedings of the 4th international conference on Algorithmic Aspects in Information and Management

Modeling hidden topics on document manifold

Proceedings of the 17th ACM conference on Information and knowledge management

A peer-to-peer recommender system based on spontaneous affinities

ACM Transactions on Internet Technology (TOIT)

Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Latent grouping models for user preference prediction

Machine Learning

A Graph-Based Method for Combining Collaborative and Content-Based Filtering

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

A recommender system for research resources based on fuzzy linguistic modeling

Expert Systems with Applications: An International Journal

SPETA: Social pervasive e-Tourism advisor

Telematics and Informatics

Personalized recommendation on dynamic content using predictive bilinear models

Proceedings of the 18th international conference on World wide web

Probabilistic question recommendation for question answering communities

Proceedings of the 18th international conference on World wide web

Collaborative filtering using orthogonal nonnegative matrix tri-factorization

Information Processing and Management: an International Journal

MetaFac: community discovery via relational hypergraph factorization

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Managing uncertainty in group recommending processes

User Modeling and User-Adapted Interaction

PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications

AAIM '09 Proceedings of the 5th International Conference on Algorithmic Aspects in Information and Management

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

Learning to Disambiguate Search Queries from Short Sessions

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

PLSI: The True Fisher Kernel and beyond

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I

Optimal recommendation sets: covering uncertainty over user preferences

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Clustering heterogeneous data using clustering by compression

ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers

Personalized rough-set-based recommendation by integrating multiple contents and collaborative information

Information Sciences: an International Journal

Including item characteristics in the probabilistic latent semantic analysis model for collaborative filtering

AI Communications

A Filtering and Recommender System Prototype for Scholarly Users of Digital Libraries

WSKS '09 Proceedings of the 2nd World Summit on the Knowledge Society: Visioning and Engineering the Knowledge Society. A Web Science Perspective

Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning

A new method for clustering heterogeneous data: clustering by compression

WSEAS Transactions on Computers

Music recommendation based on acoustic features and user access patterns

IEEE Transactions on Audio, Speech, and Language Processing

A survey of collaborative filtering techniques

Advances in Artificial Intelligence

Social tagging in recommender systems: a survey of the state-of-the-art and possible extensions

Artificial Intelligence Review

Collaborative filtering using interval estimation naïve Bayes

AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web 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

An evaluation of text retrieval methods for similarity search of multi-dimensional NMR-spectra

BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development

Data mining for web personalization

The adaptive web

Collaborative filtering recommender systems

The adaptive web

An effective algorithm for dimensional reduction in collaborative filtering

ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers

A recommender system with interest-drifting

WISE'07 Proceedings of the 8th international conference on Web information systems engineering

Unified collaborative filtering model based on combination of latent features

Expert Systems with Applications: An International Journal

A filtering and recommender system for e-scholars

International Journal of Technology Enhanced Learning

Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks

International Journal of Approximate Reasoning

A hybrid collaborative filtering recommendation mechanism for P2P networks

Future Generation Computer Systems

Modeling Social Annotation: A Bayesian Approach

ACM Transactions on Knowledge Discovery from Data (TKDD)

Improving one-class collaborative filtering by incorporating rich user information

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

Utilizing various sparsity measures for enhancing accuracy of collaborative recommender systems based on local and global similarities

Expert Systems with Applications: An International Journal

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

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

Community Discovery via Metagraph Factorization

ACM Transactions on Knowledge Discovery from Data (TKDD)

A smart movie recommendation system

HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I

Distributed context aware collaborative filtering approach for service selection in wireless mesh networks

ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge

Exploiting rating behaviors for effective collaborative filtering

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

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

Preference-based graphic models for collaborative filtering

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

Collaborative ensemble learning: combining collaborative and content-based information filtering via hierarchical bayes

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

eDAADe: an adaptive recommendation system for comparison and analysis of architectural precedents

AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems

Cubic analysis of social bookmarking for personalized recommendation

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development