paper list about recommender systems

key words: social recommendation, collaborative filtering, learning to rank

2014

Learning to Recommend with Social Contextual Information from Implicit Feedback, Soft Computing, 2014

Social Collaborative Retrieval, wsdm 2014

Who likes it more? Mining Worth-Recommending Items from Long Tails by Modeling Relative Preference, wsdm 2014

Customized Tour Recommendations in Urban Areas, wsdm 2014

Personalized Entity Recommendation in Heterogeneous Information Networks with Implicit User Feedback, wsdm 2014

Improving Pairwise Learning for Item Recommendation from Implicit Feedback, wsdm 2014

On Building Entity Recommender Systems Using User Click Log and Freebase Knowledge, wsdm 2014

Weighted Aspect-Based Collaborative Filtering, sigir 2014

A Revisit to Social Network-Based Recommender System, sigir 2014

Recipient Recommendation in Enterprises using Social Graphs and Email Content, sigir 2014

Group Latent Factor Model for Recommendation with Multiple User Behaviors, sigir 2014

User Geospatial Context for Music Recommendation in Microblogs, sigir 2014

Modeling Dual Role Preferences for Trust-aware Recommendation, sigir 2014

Exploring Recommendations in Internet of Things, sigir 2014

Computing and applying topic-level user interactions in microblog recommendation, sigir 2014

On Measuring Social Friend Interest Similarities in Recommender Systems, sigir 2014

Recommending Social Media Content to Community Owners , sigir 2014

Explicit Factor Models for Explainable Recommendation based on Phrase-level Sentiment Analysis, sigir 2014

Gaussian Process Factorization Machines for Context-aware Recommendations, sigir 2014

Bing-SF-IDF+: Semantics-Driven News Recommendation, www 2014

TOMOHA: TOpic MOdel-based HAshtag Recommendation on Twitter, www 2014

Data Imputation Using a Trust Network for Recommendation, www 2014

SoRank: Incorporating Social Information into Learning to Rank Models for Recommendation, www 2014

Topic-STG: Extending the Session-based Temporal Graph Approach for Personalized Tweet Recommendation, www 2014

Tag Propagation Based Recommendation Across Diverse Social Media, www 2014

Link Prediction Based on Generalized Cluster Information, www 2014

Sentiment-Enhanced Explanation of Product Recommendations, www 2014

Social Bootstrapping: How Pinterest and Last.fm Social Communities Benefit by Borrowing Links from Facebook, www 2014

Personalized Collaborative Clustering, www 2014

Local Collaborative Ranking, www 2014

CoBaFi: Collaborative Bayesian Filtering, www 2014

Modeling Contextual Agreement in Preferences, www 2014

2013

Retargeted matrix factorization for collaborative filtering, Recsys, 2013

Learning Geographical Preferences for Point-of-Interest Recommendation, kdd 2013

Silence is also evidence: Interpreting dwell time for recommendation from Psychological Perspective, kdd 2013

A New Collaborative Filtering Approach for Increasing the Aggregate Diversity of Recommender Systems, kdd 2013

Combining Latent Factor Model with Location Features for Event-based Group Recommendation, kdd 2013

Making Recommendations from Multiple Domains, kdd 2013

FISM: Factored Item Similarity Models for Top-N Recommender Systems, kdd 2013

A Location-Content-Aware Recommender System, kdd 2013

A Location-Content-Aware Recommender System

Nonparametric Bayesian Multitask Collaborative Filtering, cikm 2013

Interactive Collaborative Filtering, cikm 2013

Personalized Point-of-Interest Recommendation by Mining Users' Preference Transition, cikm 2013

Location Recommendation for Out-of-Town Users in Location-Based Social Networks, cikm 2013

Social Recommendation Incorporating Topic Mining and Social Trust Analysis,cikm 2013

A Novel Framework of Recommending Users and Communities in Social Media, cikm 2013

Community-based user recommendation in uni-directional social networks, cikm 2013

Soco: A Social Network Aided Context-Aware Recommender System
Localized Matrix Factorization for Recommendation based on Matrix Block Diagonal Forms

HeteroMF: Recommendation in Heterogeneous Information Networks using Context Dependent Factor Models

Whom to Mention: Expand the Diffusion of Tweets by @ Recommendation on Micro-blogging Systems

Multi-Label Learning with Millions of Labels: Recommending Advertiser Bid Phrases for Web Pages

Probabilistic Group Recommendation via Information Matching

Do Social Explanations Work? – Studying and Modeling the Effects of Social Explanations in Recommender Systems

TopRec: Domain-Specific Recommendation through Community Topic Mining in Social Network

Social Recommendations within the Multimedia Sharing Systems

Patent Partner Recommendation in Enterprise Social Networks,wsdm

Exploiting Homophily Effect for Trust Prediction,wsdm

Geo Topic Model: Joint Modeling of User’s Activity Area and Interests for Location Recommendation,wsdm

News Recommendation via Hypergraph Learning: Encapsulation of User Behavior and News Content ,wsdm

App Recommendation: A Contest between Satisfaction and Temptation,wsdm

2012

Trust-based local and social recommendation, RSWeb

Social Contextual Recommendation, cikm 2012

Social Recommendation across Multiple Relational Domains, cikm

Learning to recommend with social relation ensemble, cikm

Circle-based recommendation in online social networks, kdd

On top-k recommendation using social networks, RecSys

New objective functions for social collaborative filtering,www

Multi-relational matrix factorization using bayesian personalized ranking for social network data,wSDM

A Modified PMF Model Incorporating Implicit Item Associations, ICTAI

Exploring social influence via posterior effect of word-of-mouth recommendations, www

User-level Weibo Recommendation incorporating Social Influence based on Semi-Supervised Algorithm, CoRR abs

Social Filtering Using Social Relationship for Movie Recommendation, ICCCI

Exploring social influence for recommendation: a generative model approach, SIGIR

Social knowledge-based recommender system. Application to the movies domain, Expert Systems with Applications

Recommendations to Boost Content Spread in Social Networks, www

A Survey of Collaborative Filtering Based Social Recommender Systems, Computer Communications

Incorporating Heterogenous Information for Personalized Tag Recommendation in Social Tagging Systems,kdd

Learning Personal+Social Latent Factor Model for Social Recommendation, kdd

Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks, AAAI

Inspectability and Control in Social Recommenders, RecSys

Spotting Trends: The wisdom of the few, RecSys

Real-Time Top-N Recommendation on Social Streams, RecSys

2011

Probabilistic Factor Models for Web Site Recommendation,SIGIR

A Generalized Stochastic Block Model for Recommendation in Social Rating System, RecSys

A Study of Heterogeneity in Recommendation for a Social Music Service, HetRec

Expert Recommendation based on Social Drivers, Social Network Analysis, and Semantic Data Representation, HetRec

Recommendations in Social Media for Brand Monitoring,RecSys

Exploiting Geographical Influence for Collaborative Point-of-Interest Recommendation, SIGIR

Like like alike-Joint Friendshipp and Interest Propagation in Social Networks, www

Who should share what?: item-level social influence prediction for users and posts ranking, SIGIR

2010

A Matrix Factorization Technique with Trust Propagation for Recommendation in Social Network, RecSys

Introduction to Social Recommendation, www

2009

Using a trust network to improve top-n recommendation, RecSys

On Social Networks and Collaborative Recommendation，SIGIR

2008

A model of a trust-based recommendation system on a soical network, Journal of autonomous agents and multi-agent systems