Robin D. Burke
Orcid: 0000-0001-5766-6434Affiliations:
- University of Colorado, Boulder, CO, USA
- DePaul University, Chicago, IL, USA (former)
According to our database1,
Robin D. Burke
authored at least 179 papers
between 1994 and 2024.
Collaborative distances:
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Online presence:
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on colorado.edu
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on orcid.org
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Bibliography
2024
J. Biomed. Semant., December, 2024
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
2023
6th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2023).
Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023
"It's just a robot that looks at numbers": Restoring Journalistic Voice in News Recommendation.
Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023), 2023
The Many Faces of Fairness: Exploring the Institutional Logics of Multistakeholder Microlending Recommendation.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
Proceedings of the Recommender Systems Handbook, 2022
Proceedings of the Recommender Systems Handbook, 2022
A Graph-Based Approach for Mitigating Multi-Sided Exposure Bias in Recommender Systems.
ACM Trans. Inf. Syst., 2022
Commun. ACM, 2022
5th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2022).
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
2021
Preface to the special issue on fair, accountable, and transparent recommender systems.
User Model. User Adapt. Interact., 2021
ACM Trans. Intell. Syst. Technol., 2021
Virtual ACM UMAP 2020: the 28th conference on user modeling, adaptation, and personalization.
SIGWEB Newsl., 2021
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation.
CoRR, 2021
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, 2021
Towards an Experimental News User Community as Infrastructure for Recommendation Research (abstract).
Proceedings of the 9th International Workshop on News Recommendation and Analytics (INRA 2021) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021
SimuRec: Workshop on Synthetic Data and Simulation Methods for Recommender Systems Research.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Fair Candidate Ranking with Spatial Partitioning: Lessons from the SIOP ML competition.
Proceedings of the Workshop on Recommender Systems for Human Resources (RecSys in HR 2021) co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), Amsterdam, The Netherlands, 27th September, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
User Model. User Adapt. Interact., 2020
Digit. Humanit. Q., 2020
"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation.
CoRR, 2020
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration.
CoRR, 2020
Using Social Tag Embedding in a Collaborative Filtering Approach for Recommender Systems.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Calibration in Collaborative Filtering Recommender Systems: a User-Centered Analysis.
Proceedings of the HT '20: 31st ACM Conference on Hypertext and Social Media, 2020
Experimentation with fairness-aware recommendation using librec-auto: hands-on tutorial.
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Research commentary on recommendations with side information: A survey and research directions.
Electron. Commer. Res. Appl., 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison.
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
A Multistakeholder Recommender Systems Algorithm for Allocating Sponsored Recommendations.
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Unsupervised Clustering with Smoothing for Detecting Paratext Boundaries in Scanned Documents.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval co-located with the 41st European Conference on Information Retrieval (ECIR 2019), 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
UMAP 2018 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2018) Chairs' Welcome & Organization: Preface.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
Proceedings of the Conference on Fairness, Accountability and Transparency, 2018
2017
Proceedings of the Emotions and Personality in Personalized Services, 2017
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
A Clustering Approach for Personalizing Diversity in Collaborative Recommender Systems.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the Workshops Proceedings and Tutorials of the 28th ACM Conference on Hypertext and Social Media (HT 2017), 2017
2016
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016
Proceedings of the Late-breaking Results, 2016
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
2015
Proceedings of the Recommender Systems Handbook, 2015
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Proceedings of the User Modeling, Adaptation and Personalization, 2015
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
2014
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Proceedings of the Symposium on Applied Computing, 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014), 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the E-Commerce and Web Technologies - 15th International Conference, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Proceedings of the User Modeling, Adaptation, and Personalization, 2013
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
User Model. User Adapt. Interact., 2012
Resource recommendation in social annotation systems: A linear-weighted hybrid approach.
J. Comput. Syst. Sci., 2012
<i>Recommender Systems: An Introduction</i>, by Dietmar Jannach, Markus Zanker, Alexander Felfernig, and Gerhard FriedrichCambridge University Press, 2011, 336 pages. ISBN: 978-0-521-49336-9.
Int. J. Hum. Comput. Interact., 2012
Proceedings of the Twelfth International Workshop on Web Information and Data Management, 2012
Proceedings of the Twelfth International Workshop on Web Information and Data Management, 2012
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the E-Commerce and Web Technologies - 13th International Conference, 2012
2011
Proceedings of the Recommender Systems Handbook, 2011
Proceedings of the Recommender Systems Handbook, 2011
Proceedings of the User Modeling, Adaption and Personalization, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Experience Discovery: hybrid recommendation of student activities using social network data.
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2011
Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2011
Proceedings of the E-Commerce and Web Technologies - 12th International Conference, 2011
2010
Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2010
Improving the effectiveness of collaborative recommendation with ontology-based user profiles.
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the E-Commerce and Web Technologies, 11th International Conference, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms.
IEEE Data Eng. Bull., 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008
2007
Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness.
ACM Trans. Internet Techn., 2007
Serv. Oriented Comput. Appl., 2007
Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search.
IEEE Intell. Informatics Bull., 2007
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Game Design as a Writing Course in the Liberal Arts.
Proceedings of the 2007 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2007
Impact of Relevance Measures on the Robustness and Accuracy of Collaborative Filtering.
Proceedings of the E-Commerce and Web Technologies, 8th International Conference, 2007
Crawling Attacks Against Web-based Recommender Systems.
Proceedings of the 2007 International Conference on Data Mining, 2007
Proceedings of the Modeling and Using Context, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Proceedings of the Adaptive Web, Methods and Strategies of Web Personalization, 2007
2006
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006
Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Proceedings, 2006
2005
Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
2003
Proceedings of the Intelligent Techniques for Web Personalization, IJCAI 2003 Workshop, 2003
Concept Based Query Enhancement in the ARCH Search Agent.
Proceedings of the International Conference on Internet Computing, 2003
2002
User Model. User Adapt. Interact., 2002
Artif. Intell. Rev., 2002
2001
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001
Proceedings of the Case-Based Reasoning Research and Development, 2001
2000
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Question Answering from Frequently Asked Question Files: Experiences with the FAQ FINDER System.
AI Mag., 1997
1996
Conceptual indexing and active retrieval of video for interactive learning environments.
Knowl. Based Syst., 1996
Proceedings of the Learning for the Real World: Proceedings of the Second International Conference on the Learning Sciences, 1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
1994
A Case-Based Approach to Knowledge Navigation.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994