Robin D. Burke

Publication Activity (10 Years)

Years Active: 1994-2020
Publications (10 Years): 9

Top Topics

Matrix Factorization

Context Aware Recommendation

Recommender Systems

Top Venues

Publications

Robin D. Burke, Masoud Mansoury, Nasim Sonboli
Experimentation with fairness-aware recommendation using librec-auto: hands-on tutorial. FAT* (2020)
Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
Weighted Random Walk Sampling for Multi-Relational Recommendation. UMAP (2017)
Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
Weighted Random Walk Sampling for Multi-Relational Recommendation. CoRR (2017)
Robin D. Burke, Himan Abdollahpouri, Bamshad Mobasher, Trinadh Gupta
Towards Multi-Stakeholder Utility Evaluation of Recommender Systems. UMAP (Extended Proceedings) (2016)
Robin D. Burke, Farzad Eskandanian
Collaborative Recommendation of Informal Learning Experiences. WI Workshops (2016)
Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
Weighted Random Walks for Meta-Path Expansion in Heterogeneous Networks. RecSys Posters (2016)
Robin D. Burke, Himan Abdollahpouri
Educational Recommendation with Multiple Stakeholders. WI Workshops (2016)
Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
Meta-Path Selection for Extended Multi-Relational Matrix Factorization. FLAIRS Conference (2016)
Farzad Eskandanian, Bamshad Mobasher, Robin D. Burke
User Segmentation for Controlling Recommendation Diversity. RecSys Posters (2016)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
Integrating Context Similarity with Sparse Linear Recommendation Model. UMAP (2015)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
CARSKit: A Java-Based Context-Aware Recommendation Engine. ICDM Workshops (2015)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
Incorporating Context Correlation into Context-aware Matrix Factorization. CPCR+ITWP@IJCAI (2015)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
Similarity-Based Context-Aware Recommendation. WISE (1) (2015)
Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher
Network-Based Extension of Multi-Relational Factorization Models. RecSys Posters (2015)
Mehdi Hosseinzadeh Aghdam, Negar Hariri, Bamshad Mobasher, Robin D. Burke
Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models. RecSys (2015)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
Context Recommendation Using Multi-label Classification. WI-IAT (1) (2014)
Fatemeh Vahedian, Robin D. Burke
Predicting Component Utilities for Linear-Weighted Hybrid Recommendation. RSWeb@RecSys (2014)
Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke
Resource Recommendation in Social Annotation Systems Based on User Partitioning. EC-Web (2014)
Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke
User Partitioning Hybrid for Tag Recommendation. UMAP (2014)
Yong Zheng, Robin D. Burke, Bamshad Mobasher
Splitting approaches for context-aware recommendation: an empirical study. SAC (2014)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
CSLIM: contextual SLIM recommendation algorithms. RecSys (2014)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
Deviation-Based Contextual SLIM Recommenders. CIKM (2014)
Negar Hariri, Bamshad Mobasher, Robin D. Burke
Context adaptation in interactive recommender systems. RecSys (2014)
Robin D. Burke, Fatemeh Vahedian, Bamshad Mobasher
Hybrid Recommendation in Heterogeneous Networks. UMAP (2014)
Negar Hariri, Bamshad Mobasher, Robin D. Burke
Query-driven context aware recommendation. RecSys (2013)
Yong Zheng, Robin D. Burke, Bamshad Mobasher
Recommendation with Differential Context Weighting. UMAP (2013)
Yong Zheng, Bamshad Mobasher, Robin D. Burke
The Role of Emotions in Context-aware Recommendation. Decisions@RecSys (2013)
Robin D. Burke, Fatemeh Vahedian
Social Web Recommendation using Metapaths. RSWeb@RecSys (2013)
Negar Hariri, Bamshad Mobasher, Robin D. Burke
Using social tags to infer context in hybrid music recommendation. WIDM (2012)
Negar Hariri, Bamshad Mobasher, Robin D. Burke
Context-aware music recommendation based on latenttopic sequential patterns. RecSys (2012)
Laura Christiansen, Thomas Schimoler, Robin D. Burke, Bamshad Mobasher
Modeling topic trends on the social web using temporal signatures. WIDM (2012)
Alexander Felfernig, Robin D. Burke, Pearl Pu
Preface to the special issue on user interfaces for recommender systems. User Model. User Adapt. Interact. 22 (4-5) (2012)
Yong Zheng, Robin D. Burke, Bamshad Mobasher
Differential Context Relaxation for Context-Aware Travel Recommendation. EC-Web (2012)
Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke
Resource recommendation in social annotation systems: A linear-weighted hybrid approach. J. Comput. Syst. Sci. 78 (4) (2012)
Francesca Guzzi, Francesco Ricci, Robin D. Burke
Interactive multi-party critiquing for group recommendation. RecSys (2011)
Robin D. Burke, Alexander Felfernig, Mehmet H. Göker
Recommender Systems: An Overview. AI Mag. 32 (3) (2011)
Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke
Recommendation by Example in Social Annotation Systems. EC-Web (2011)
Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke
Tag-Based Resource Recommendation in Social Annotation Applications. UMAP (2011)
Robin D. Burke, Jonathan Gemmell, Andreas Hotho, Robert Jäschke
Recommendation in the Social Web. AI Mag. 32 (3) (2011)
Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke
Resource Recommendation in Collaborative Tagging Applications. EC-Web (2010)
Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke
Hybrid tag recommendation for social annotation systems. CIKM (2010)
Robin D. Burke
Evaluating the dynamic properties of recommendation algorithms. RecSys (2010)
Maryam Ramezani, Jeff J. Sandvig, Thomas Schimoler, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke
Evaluating the Impact of Attacks in Collaborative Tagging Environments. CSE (4) (2009)
Jonathan Gemmell, Andriy Shepitsen, Bamshad Mobasher, Robin D. Burke
Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering. DaWaK (2008)
Robin D. Burke
Robust recommender systems. RecSys (2008)
Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke
Personalized recommendation in social tagging systems using hierarchical clustering. RecSys (2008)
Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke
A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms. IEEE Data Eng. Bull. 31 (2) (2008)
Alexander Felfernig, Robin D. Burke
Constraint-based recommender systems: technologies and research issues. ICEC (2008)
Ahu Sieg, Bamshad Mobasher, Robin D. Burke
Web search personalization with ontological user profiles. CIKM (2007)
Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke
Robustness of collaborative recommendation based on association rule mining. RecSys (2007)
Robin D. Burke
Hybrid Web Recommender Systems. The Adaptive Web (2007)
Bamshad Mobasher, Robin D. Burke, Runa Bhaumik, Chad Williams
Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness. ACM Trans. Internet Techn. 7 (4) (2007)
Ahu Sieg, Bamshad Mobasher, Robin D. Burke
Ontological User Profiles for Representing Context in Web Search. Web Intelligence/IAT Workshops (2007)
Ahu Sieg, Bamshad Mobasher, Robin D. Burke
Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search. IEEE Intell. Informatics Bull. 8 (1) (2007)
Ahu Sieg, Bamshad Mobasher, Robin D. Burke
Representing Context in Web Search with Ontological User Profiles. CONTEXT (2007)
Bamshad Mobasher, Robin D. Burke, Runa Bhaumik, Jeff J. Sandvig
Attacks and Remedies in Collaborative Recommendation. IEEE Intell. Syst. 22 (3) (2007)
Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke
Impact of Relevance Measures on the Robustness and Accuracy of Collaborative Filtering. EC-Web (2007)
Chad Williams, Bamshad Mobasher, Robin D. Burke
Defending recommender systems: detection of profile injection attacks. Serv. Oriented Comput. Appl. 1 (3) (2007)
Runa Bhaumik, Robin D. Burke, Bamshad Mobasher
Crawling Attacks Against Web-based Recommender Systems. DMIN (2007)
Robin D. Burke, Bamshad Mobasher, Chad Williams, Runa Bhaumik
Classification features for attack detection in collaborative recommender systems. KDD (2006)
Hector Muñoz-Avila, Francesco Ricci, Robin D. Burke
The Sixth International Conference on Case-based Reasoning. AI Mag. 27 (1) (2006)
Robin D. Burke, Bamshad Mobasher, Chad Williams, Runa Bhaumik
Detecting Profile Injection Attacks in Collaborative Recommender Systems. CEC/EEE (2006)
Chad Williams, Bamshad Mobasher, Robin D. Burke, Runa Bhaumik
Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach. WEBKDD (2006)
Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig
Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks. AAAI (2006)
Robin D. Burke, Bamshad Mobasher, Runa Bhaumik, Chad Williams
Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems. ICDM (2005)
Bamshad Mobasher, Robin D. Burke, Chad Williams, Runa Bhaumik
Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation. WEBKDD (2005)
Robin D. Burke
Hybrid Recommender Systems with Case-Based Components. ECCBR (2004)
Ahu Sieg, Bamshad Mobasher, Steven L. Lytinen, Robin D. Burke
Concept Based Query Enhancement in the ARCH Search Agent. International Conference on Internet Computing (2003)
Robin D. Burke
Hybrid Systems for Personalized Recommendations. ITWP (2003)
Robin D. Burke
Hybrid Recommender Systems: Survey and Experiments. User Model. User Adapt. Interact. 12 (4) (2002)
Robin D. Burke
Interactive Critiquing for Catalog Navigation in E-Commerce. Artif. Intell. Rev. 18 (3-4) (2002)
Robin D. Burke
Salticus: guided crawling for personal digital libraries. JCDL (2001)
Robin D. Burke
Ranking Algorithms for Costly Similarity Measures. ICCBR (2001)
Robin D. Burke
A Case-Based Reasoning Approach to Collaborative Filtering. EWCBR (2000)
Robin D. Burke
The Wasabi Personal Shopper: A Case-Based Recommender System. AAAI/IAAI (1999)
Vladimir A. Kulyukin, Kristian J. Hammond, Robin D. Burke
Answering Questions for an Organization Online. AAAI/IAAI (1998)
Robin D. Burke, Kristian J. Hammond, Benjamin C. Young
The FindMe Approach to Assisted Browsing. IEEE Expert 12 (4) (1997)
Robin D. Burke, Kristian J. Hammond, Vladimir A. Kulyukin, Steven L. Lytinen, Noriko Tomuro, Scott Schoenberg
Question Answering from Frequently Asked Question Files: Experiences with the FAQ FINDER System. AI Mag. 18 (2) (1997)
Robin D. Burke, Kristian J. Hammond, Benjamin C. Young
Knowledge-Based Navigation of Complex Information Spaces. AAAI/IAAI, Vol. 1 (1996)
Robin D. Burke
Conceptual indexing and active retrieval of video for interactive learning environments. Knowl. Based Syst. 9 (8) (1996)
Kurt D. Fenstermacher, Robin D. Burke, Kristian J. Hammond
Case-Based Teaching of Cardiac Auscultation. ICLS (1996)
Kristian J. Hammond, Robin D. Burke, Steven L. Lytinen
A Case-Based Approach to Knowledge Navigation. IJCAI (1995)
Kristian J. Hammond, Robin D. Burke, Kathryn Schmitt
A Case-Based Approach to Knowledge Navigation. KDD Workshop (1994)
Robin D. Burke, Alex Kass
Tailoring Retrieval to Support Case-Based Teaching. AAAI (1994)