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