Horting hatches an egg: a new graph-theoretic approach to collaborative filtering

Item-based collaborative filtering recommendation algorithms

Proceedings of the 10th international conference on World Wide Web

Evaluation of Item-Based Top-N Recommendation Algorithms

Proceedings of the tenth international conference on Information and knowledge management

Personalization of Supermarket Product Recommendations

Data Mining and Knowledge Discovery

Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising

Data Mining and Knowledge Discovery

E-Commerce Recommendation Applications

Data Mining and Knowledge Discovery

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

Information Retrieval

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

PIPE: Web Personalization by Partial Evaluation

IEEE Internet Computing

Content-Independent Task-Focused Recommendation

IEEE Internet Computing

Privacy Risks in Recommender Systems

IEEE Internet Computing

Customer's time-variant purchase behavior and corresponding marketing strategies: an online retailer's case

Computers and Industrial Engineering

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

Faceted Preference Matching in Recommender Systems

EC-Web 2001 Proceedings of the Second International Conference on Electronic Commerce and Web Technologies

Promoting Recommendations: An Attack on Collaborative Filtering

DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications

Mining customer product ratings for personalized marketing

Decision Support Systems - Special issue: Web data mining

Privacy conflicts in CRM services for online shops: a case study

CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14

References

Designing information spaces

Evaluating collaborative filtering recommender systems

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)

OSGS—A Personalized Online Store for E-Commerce Environments

Information Retrieval

Learning User Similarity and Rating Style for Collaborative Recommendation

Information Retrieval

A graph model for E-commerce recommender systems

Journal of the American Society for Information Science and Technology

On Leveraging User Access Patterns for Topic Specific Crawling

Data Mining and Knowledge Discovery

PocketLens: Toward a personal recommender system

ACM Transactions on Information Systems (TOIS)

TiVo: making show recommendations using a distributed collaborative filtering architecture

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

Recommender Systems Research: A Connection-Centric Survey

Journal of Intelligent Information Systems

Collaborative Filtering Using a Regression-Based Approach

Knowledge and Information Systems

Incorporating contextual information in recommender systems using a multidimensional approach

ACM Transactions on Information Systems (TOIS)

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

Feature-based recommendation system

Proceedings of the 14th ACM international conference on Information and knowledge management

Multicampaign Assignment Problem

IEEE Transactions on Knowledge and Data Engineering

Naïve filterbots for robust cold-start recommendations

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

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

Interacting with Computers

PolyLens: a recommender system for groups of users

ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work

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

Integrated personal recommender systems

Proceedings of the ninth international conference on Electronic commerce

An automated system for web portal personalization

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases

The keepup recommender system

Proceedings of the 2007 ACM conference on Recommender systems

Recommending trusted online auction sellers using social network analysis

Expert Systems with Applications: An International Journal

Content-based personalised recommendation in virtual shopping environment

International Journal of Business Intelligence and Data Mining

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

International Journal of Intelligent Systems Technologies and Applications

CI-KNOW: recommendation based on social networks

dg.o '08 Proceedings of the 2008 international conference on Digital government research

An experimental comparative study of web mining methods for recommender systems

DIWED'06 Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering

Relation rule mining

International Journal of Parallel, Emergent and Distributed Systems

Optimizing customer's selection for configurable product in B2C e-commerce application

Computers in Industry

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

On exploiting classification taxonomies in recommender systems

AI Communications - Recommender Systems

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

Salesman-like recommendation system based on visitor product knowledge and browsing actions

ISTASC'09 Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation

Real-Time Collaborative Filtering Using Extreme Learning Machine

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

Leveraging Users for Efficient Interruption Management in Agent-User Systems

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02

Pairwise preference regression for cold-start recommendation

Proceedings of the third ACM conference on Recommender systems

Integrating web mining and neural network for personalized e-commerce automatic service

Expert Systems with Applications: An International Journal

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 survey of collaborative filtering techniques

Advances in Artificial Intelligence

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

Attaining fast and successful searches in E-commerce environments

ECIR'03 Proceedings of the 25th European conference on IR research

A new algorithm for performing ratings-based collaborative filtering

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications

Collaborative filtering recommender systems

The adaptive web

New theoretical findings in multiple personalized recommendations

Proceedings of the 2010 ACM Symposium on Applied Computing

Analysis of user interests based on integrated-graph model

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2

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

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

Expert Systems with Applications: An International Journal

Recommendation based on object typicality

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

Dependable filtering: Philosophy and realizations

ACM Transactions on Information Systems (TOIS)

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

ACM Transactions on the Web (TWEB)

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

Expert Systems with Applications: An International Journal

User-based Collaborative Filtering: Sparsity and Performance

Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium

Why Does Collaborative Filtering Work? Transaction-Based Recommendation Model Validation and Selection by Analyzing Bipartite Random Graphs

INFORMS Journal on Computing

Utilizing marginal net utility for recommendation in e-commerce

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

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

A hybrid recommendation approach for one-and-only items

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Content-based recommendation in e-commerce

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II

Ontology facilitated community navigation – who is interesting for what i am interested in?

CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context

Intelligent techniques for web personalization

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization

Addressing users' privacy concerns for improving personalization quality: towards an integration of user studies and algorithm evaluation

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization

Trust as a key to improving recommendation systems

iTrust'05 Proceedings of the Third international conference on Trust Management

A constrained spreading activation approach to collaborative filtering

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

Graph based user modeling

Proceedings of the 2012 ACM international conference on Intelligent User Interfaces

A levelwise spectral co-clustering algorithm for collaborative filtering

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication

Improving the performance of recommender system by exploiting the categories of products

DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems

A collaborative filtering recommendation system by unifying user similarity and item similarity

WAIM'11 Proceedings of the 2011 international conference on Web-Age Information Management

SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems

Journal of Information Science

Advance missing data processing for collaborative filtering

ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II

Resource recommendation for intelligent environments based on a multi-aspect metric

UCAmI'12 Proceedings of the 6th international conference on Ubiquitous Computing and Ambient Intelligence

Graph Searching Algorithms for Semantic-Social Recommendation

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)

Addressing cold-start in app recommendation: latent user models constructed from twitter followers

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval

Understanding Similarity Metrics in Neighbour-based Recommender Systems

Proceedings of the 2013 Conference on the Theory of Information Retrieval