| 2016 | FlAIRS | Meta-Path Selection for Extended Multi-Relational Matrix Factorization. | Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher |
| 2016 | RecSys | User Segmentation for Controlling Recommendation Diversity. | Farzad Eskandanian, Bamshad Mobasher, Robin D. Burke |
| 2016 | RecSys | Weighted Random Walks for Meta-Path Expansion in Heterogeneous Networks. | Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher |
| 2015 | ICDM | CARSKit: A Java-Based Context-Aware Recommendation Engine. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2015 | IJCAI | Incorporating Context Correlation into Context-aware Matrix Factorization. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2015 | RecSys | Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models. | Mehdi Hosseinzadeh Aghdam, Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2015 | RecSys | Network-Based Extension of Multi-Relational Factorization Models. | Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher |
| 2015 | WISE | Similarity-Based Context-Aware Recommendation. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2014 | CIKM | Deviation-Based Contextual SLIM Recommenders. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2014 | RecSys | Context adaptation in interactive recommender systems. | Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2014 | RecSys | Predicting Component Utilities for Linear-Weighted Hybrid Recommendation. | Fatemeh Vahedian, Robin D. Burke |
| 2014 | RecSys | CSLIM: contextual SLIM recommendation algorithms. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2014 | SAC | Splitting approaches for context-aware recommendation: an empirical study. | Yong Zheng, Robin D. Burke, Bamshad Mobasher |
| 2013 | RecSys | Social Web Recommendation using Metapaths. | Robin D. Burke, Fatemeh Vahedian |
| 2013 | RecSys | Query-driven context aware recommendation. | Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2013 | RecSys | The Role of Emotions in Context-aware Recommendation. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2012 | RecSys | Context-aware music recommendation based on latenttopic sequential patterns. | Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2011 | RecSys | Interactive multi-party critiquing for group recommendation. | Francesca Guzzi, Francesco Ricci, Robin D. Burke |
| 2010 | CIKM | Hybrid tag recommendation for social annotation systems. | Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke |
| 2010 | RecSys | Evaluating the dynamic properties of recommendation algorithms. | Robin D. Burke |
| 2008 | DaWaK | Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering. | Jonathan Gemmell, Andriy Shepitsen, Bamshad Mobasher, Robin D. Burke |
| 2008 | RecSys | Robust recommender systems. | Robin D. Burke |
| 2008 | RecSys | Personalized recommendation in social tagging systems using hierarchical clustering. | Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke |
| 2007 | CIKM | Web search personalization with ontological user profiles. | Ahu Sieg, Bamshad Mobasher, Robin D. Burke |
| 2007 | RecSys | Robustness of collaborative recommendation based on association rule mining. | Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke |
| 2006 | AAAI | Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks. | Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig |
| 2006 | KDD | Classification features for attack detection in collaborative recommender systems. | Robin D. Burke, Bamshad Mobasher, Chad Williams, Runa Bhaumik |
| 2006 | KDD | Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach. | Chad Williams, Bamshad Mobasher, Robin D. Burke, Runa Bhaumik |
| 2005 | ICDM | Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems. | Robin D. Burke, Bamshad Mobasher, Runa Bhaumik, Chad Williams |
| 2005 | KDD | Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation. | Bamshad Mobasher, Robin D. Burke, Chad Williams, Runa Bhaumik |
| 2003 | IJCAI | Hybrid Systems for Personalized Recommendations. | Robin D. Burke |
| 2001 | ICCBR | Ranking Algorithms for Costly Similarity Measures. | Robin D. Burke |
| 1999 | AAAI | The Wasabi Personal Shopper: A Case-Based Recommender System. | Robin D. Burke |
| 1998 | AAAI | Answering Questions for an Organization Online. | Vladimir A. Kulyukin, Kristian J. Hammond, Robin D. Burke |
| 1996 | AAAI | Knowledge-Based Navigation of Complex Information Spaces. | Robin D. Burke, Kristian J. Hammond, Benjamin C. Young |
| 1995 | IJCAI | A Case-Based Approach to Knowledge Navigation. | Kristian J. Hammond, Robin D. Burke, Steven L. Lytinen |
| 1994 | AAAI | Tailoring Retrieval to Support Case-Based Teaching. | Robin D. Burke, Alex Kass |
| 1994 | KDD | A Case-Based Approach to Knowledge Navigation. | Kristian J. Hammond, Robin D. Burke, Kathryn Schmitt |