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RECSYS2015 Paper List

论文 作者 组织 摘要 翻译 代码 引用数
Context-Aware Event Recommendation in Event-based Social Networks Augusto Q. de Macedo, Leandro Balby Marinho, Rodrygo L. T. Santos code 128
A Probabilistic Model for Using Social Networks in Personalized Item Recommendation Allison JuneBarlow Chaney, David M. Blei, Tina EliassiRad code 103
Adaptation and Evaluation of Recommendations for Short-term Shopping Goals Dietmar Jannach, Lukas Lerche, Michael Jugovac code 67
Learning Distributed Representations from Reviews for Collaborative Filtering Amjad Almahairi, Kyle Kastner, Kyunghyun Cho, Aaron C. Courville code 67
Applying Differential Privacy to Matrix Factorization Arnaud Berlioz, Arik Friedman, Mohamed Ali Kâafar, Roksana Boreli, Shlomo Berkovsky code 67
"I like to explore sometimes": Adapting to Dynamic User Novelty Preferences Komal Kapoor, Vikas Kumar, Loren G. Terveen, Joseph A. Konstan, Paul R. Schrater code 57
Overlapping Community Regularization for Rating Prediction in Social Recommender Systems Hui Li, Dingming Wu, Wenbin Tang, Nikos Mamoulis code 55
Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics Andrii Maksai, Florent Garcin, Boi Faltings code 51
Letting Users Choose Recommender Algorithms: An Experimental Study Michael D. Ekstrand, Daniel Kluver, F. Maxwell Harper, Joseph A. Konstan code 49
Putting Users in Control of their Recommendations F. Maxwell Harper, Funing Xu, Harmanpreet Kaur, Kyle Condiff, Shuo Chang, Loren G. Terveen code 48
HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems Pigi Kouki, Shobeir Fakhraei, James R. Foulds, Magdalini Eirinaki, Lise Getoor code 48
Fast Differentially Private Matrix Factorization Ziqi Liu, YuXiang Wang, Alexander J. Smola code 46
Dynamic Poisson Factorization Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei code 42
Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles Trapit Bansal, Mrinal Kanti Das, Chiranjib Bhattacharyya code 40
Preference-oriented Social Networks: Group Recommendation and Inference Amirali SalehiAbari, Craig Boutilier code 37
Blockbusters and Wallflowers: Accurate, Diverse, and Scalable Recommendations with Random Walks Fabian Christoffel, Bibek Paudel, Chris Newell, Abraham Bernstein code 37
Cold-Start Item and User Recommendation with Decoupled Completion and Transduction Iman Barjasteh, Rana Forsati, Farzan Masrour, AbdolHossein Esfahanian, Hayder Radha code 36
Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models Mehdi Hosseinzadeh Aghdam, Negar Hariri, Bamshad Mobasher, Robin D. Burke code 34
E-commerce Recommendation with Personalized Promotion Qi Zhao, Yi Zhang, Daniel Friedman, Fangfang Tan code 33
Beyond "Hitting the Hits": Generating Coherent Music Playlist Continuations with the Right Tracks Dietmar Jannach, Lukas Lerche, Iman Kamehkhosh code 31
PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations Rana Forsati, Iman Barjasteh, Farzan Masrour, AbdolHossein Esfahanian, Hayder Radha code 28
Elsevier Journal Finder: Recommending Journals for your Paper Ning Kang, Marius A. Doornenbal, Robert J. A. Schijvenaars code 26
Top-N Recommendation for Shared Accounts Koen Verstrepen, Bart Goethals code 20
Improving the User Experience during Cold Start through Choice-Based Preference Elicitation Mark P. Graus, Martijn C. Willemsen code 20
Good Times Bad Times: A Study on Recency Effects in Collaborative Filtering for Social Tagging Santiago Larrain, Christoph Trattner, Denis Parra, Eduardo GraellsGarrido, Kjetil Nørvåg code 18
ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations Michal Aharon, Oren Anava, Noa AvigdorElgrabli, Dana DrachslerCohen, Shahar Golan, Oren Somekh code 16
It Takes Two to Tango: An Exploration of Domain Pairs for Cross-Domain Collaborative Filtering Shaghayegh Sahebi, Peter Brusilovsky code 15
Gaussian Ranking by Matrix Factorization Harald Steck code 15
Data Quality Matters in Recommender Systems Oren Sar Shalom, Shlomo Berkovsky, Royi Ronen, Elad Ziklik, Amihood Amir code 14
Latent Trajectory Modeling: A Light and Efficient Way to Introduce Time in Recommender Systems Élie GuàrdiaSebaoun, Vincent Guigue, Patrick Gallinari code 13
Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study Dominik Kowald, Elisabeth Lex code 12
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System Qiang Song, Jian Cheng, Hanqing Lu code 12
Exploiting Geo-Spatial Preference for Personalized Expert Recommendation Haokai Lu, James Caverlee code 10
We Know Where You Should Work Next Summer: Job Recommendations Fabian Abel code 10
Recommending Fair Payments for Large-Scale Social Ridesharing Filippo Bistaffa, Alessandro Farinelli, Georgios Chalkiadakis, Sarvapali D. Ramchurn code 9
Nudging Grocery Shoppers to Make Healthier Choices Elizabeth Wayman, Sriganesh Madhvanath code 8
Risk-Hedged Venture Capital Investment Recommendation Xiaoxue Zhao, Weinan Zhang, Jun Wang code 6
A Study of Priors for Relevance-Based Language Modelling of Recommender Systems Daniel Valcarce, Javier Parapar, Alvaro Barreiro code 5
Selection and Ordering of Linear Online Video Ads Wreetabrata Kar, Viswanathan Swaminathan, Paulo Albuquerque code 5
The Role of User Location in Personalized Search and Recommendation Ido Guy code 3
Nuke 'Em Till They Go: Investigating Power User Attacks to Disparage Items in Collaborative Recommenders Carlos E. Seminario, David C. Wilson code 3
Asymmetric Recommendations: The Interacting Effects of Social Ratings? Direction and Strength on Users' Ratings Oded Nov, Ofer Arazy code 3
Making the Most of Preference Feedback by Modeling Feature Dependencies S. Chandra Mouli, Sutanu Chakraborti code 3
Recommendations in Travel Onno Zoeter code 2
Making Meaningful Restaurant Recommendations At OpenTable Sudeep Das code 2
Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates Elizabeth Daly, Michele Berlingerio, François Schnitzler code 2
Large-Scale Real-Time Product Recommendation at Criteo Romain Lerallut, Diane Gasselin, Nicolas Le Roux code 1
The Application of Recommender Systems in a Multi Site, Multi Domain Environment Steven Bourke code 1
Assessing Expertise in the Enterprise: The Recommender Point of View Aleksandra Mojsilovic, Kush R. Varshney code 1
Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? Leandro Balby Marinho, Christoph Trattner, Denis Parra code 1
Personalized Catch-up & DVR: VOD or Linear, That is the Question Pancrazio Auteri, Roberto Turrin code 0
Recommendations for Live TV Jan Neumann, Hassan Sayyadi code 0
Scaling Up Recommendation Services in Many Dimensions Bottyán Németh code 0
A (Persuasive?) Speech on Automated Persuasion Oliviero Stock code 0
Scalable Recommender Systems: Where Machine Learning Meets Search Si Ying Diana Hu, Joaquin Delgado code -1
Automated Recommendation of Healthy, Personalised Meal Plans Morgan Harvey, David Elsweiler code -1
Top-N Recommendation with Missing Implicit Feedback Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet code -1
Factorization Machines for Hybrid Recommendation Systems Based on Behavioral, Product, and Customer Data Stijn Geuens code -1
Online Recommender Systems based on Data Stream Management Systems Cornelius A. Ludmann code -1
Event Recommendation using Twitter Activity Axel Magnuson, Vijay Dialani, Deepa Mallela code -1
Real-time Recommendation of Streamed Data Frank Hopfgartner, Benjamin Kille, Tobias Heintz, Roberto Turrin code -1
Exploring Statistical Language Models for Recommender Systems Daniel Valcarce code -1
"Please, Not Now!": A Model for Timing Recommendations Nofar Dali Betzalel, Bracha Shapira, Lior Rokach code -1
POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences JeanBenoît Griesner, Talel Abdessalem, Hubert Naacke code -1
The Recommendation Game: Using a Game-with-a-Purpose to Generate Recommendation Data Sam Banks, Rachael Rafter, Barry Smyth code -1
Towards Automatic Meal Plan Recommendations for Balanced Nutrition David Elsweiler, Morgan Harvey code -1
A Personalised Reader for Crowd Curated Content Gabriella Kazai, Daoud Clarke, Iskander Yusof, Matteo Venanzi code -1
CNARe: Co-authorship Networks Analysis and Recommendations Guilherme A. de Sousa, Matheus A. Diniz, Michele A. Brandão, Mirella M. Moro code -1
Health-aware Food Recommender System Mouzhi Ge, Francesco Ricci, David Massimo code -1
Kibitz: End-to-End Recommendation System Builder Quanquan C. Liu, David R. Karger code -1
OSMRec Tool for Automatic Recommendation of Categories on Spatial Entities in OpenStreetMap Nikos Karagiannakis, Giorgos Giannopoulos, Dimitrios Skoutas, Spiros Athanasiou code -1
Interactive Recommender Systems: Tutorial Harald Steck, Roelof van Zwol, Chris Johnson code -1
Replicable Evaluation of Recommender Systems Alan Said, Alejandro Bellogín code -1
A Hybrid Recommendation System Based on Human Curiosity Alan Menk dos Santos code -1
Latent Context-Aware Recommender Systems Moshe Unger code -1
Uncovering Systematic Bias in Ratings across Categories: a Bayesian Approach Fangjian Guo, David B. Dunson code -1
User Churn Migration Analysis with DEDICOM Rafet Sifa, César Ojeda, Christian Bauckhage code -1
RecSys Challenge 2015 and the YOOCHOOSE Dataset David BenShimon, Alexander Tsikinovsky, Michael Friedmann, Bracha Shapira, Lior Rokach, Johannes Hoerle code -1
Context-aware Preference Modeling with Factorization Balázs Hidasi code -1
Listener-Inspired Automated Music Playlist Generation Andreu Vall code -1