Alexander Tuzhilin
Orcid: 0000-0003-3354-8462Affiliations:
- New York University, USA
According to our database1,
Alexander Tuzhilin
authored at least 146 papers
between 1985 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Predicting consumer choice from raw eye-movement data using the RETINA deep learning architecture.
Data Min. Knowl. Discov., May, 2024
Dual Contrastive Learning for Efficient Static Feature Representation in Sequential Recommendations.
IEEE Trans. Knowl. Data Eng., February, 2024
When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems.
Inf. Syst. Res., 2024
CoRR, 2024
Does the Long Tail of Context Exist and Matter? The Case of Dialogue-based Recommender Systems.
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
2023
Don't Need All Eggs in One Basket: Reconstructing Composite Embeddings of Customers from Individual-Domain Embeddings.
ACM Trans. Manag. Inf. Syst., June, 2023
ACM Trans. Intell. Syst. Technol., February, 2023
IEEE Trans. Knowl. Data Eng., 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Hierarchical Contextual Embeddings for Context-Aware Recommendations (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
Proceedings of the Recommender Systems Handbook, 2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
Heterogeneous Demand Effects of Recommendation Strategies in a Mobile Application: Evidence from Econometric Models and Machine-Learning Instruments.
MIS Q., 2022
Know Thy Context: Parsing Contextual Information from User Reviews for Recommendation Purposes.
Inf. Syst. Res., 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
2021
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning.
ACM Trans. Manag. Inf. Syst., 2021
IEEE Trans. Knowl. Data Eng., 2021
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
2020
ACM Trans. Manag. Inf. Syst., 2020
Report on the fourth workshop on recommendation in complex environments: (ComplexRec 2020).
SIGIR Forum, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 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
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019
Overview of the Workshop on Recommendation in Complex Scenarios 2019 (ComplexRec 2019).
Proceedings of the Workshop on Recommendation in Complex Scenarios co-located with 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
2018
Recommending Remedial Learning Materials to Students by Filling Their Knowledge Gaps.
MIS Q., 2018
2017
Using Social Sensors for Detecting Emergency Events: A Case of Power Outages in the Electrical Utility Industry.
ACM Trans. Manag. Inf. Syst., 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Aspect Based Recommendations: Recommending Items with the Most Valuable Aspects Based on User Reviews.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Research Note - In CARSs We Trust: How Context-Aware Recommendations Affect Customers' Trust and Other Business Performance Measures of Recommender Systems.
Inf. Syst. Res., 2016
Beyond Movie Recommendations: Solving the Continuous Cold Start Problem in E-commerceRecommendations.
CoRR, 2016
Recommending Items with Conditions Enhancing User Experiences Based on Sentiment Analysis of Reviews.
Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016
2015
Proceedings of the Recommender Systems Handbook, 2015
Where to Go on Your Next Trip?: Optimizing Travel Destinations Based on User Preferences.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the International Conference on Information Systems, 2015
2014
User Model. User Adapt. Interact., 2014
ACM Trans. Inf. Syst., 2014
ACM Trans. Intell. Syst. Technol., 2014
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014
Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems co-located with the 8th ACM Conference on Recommender Systems, 2014
On over-specialization and concentration bias of recommendations: probabilistic neighborhood selection in collaborative filtering systems.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Estimating the Value of Multi-Dimensional Data Sets in Context-based Recommender Systems.
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014
2013
Introduction to special section on intelligent mobile knowledge discovery and management systems.
ACM Trans. Intell. Syst. Technol., 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
2012
Data Min. Knowl. Discov., 2012
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
2011
Proceedings of the Recommender Systems Handbook, 2011
ACM Trans. Web, 2011
ACM Trans. Manag. Inf. Syst., 2011
The effect of context-aware recommendations on customer purchasing behavior and trust.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the Workshop on Novelty and Diversity in Recommender Systems, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
2010
Context-awareness in recommender systems: research workshop and movie recommendation challenge.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
2009
User Model. User Adapt. Interact., 2009
IEEE Trans. Knowl. Data Eng., 2009
Dynamic micro-targeting: fitness-based approach to predicting individual preferences.
Knowl. Inf. Syst., 2009
Improving rating estimation in recommender systems using aggregation- and variance-based hierarchical models.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
2008
Using Context to Improve Predictive Modeling of Customers in Personalization Applications.
IEEE Trans. Knowl. Data Eng., 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
2007
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007
Proceedings of the Modeling and Using Context, 2007
2006
IEEE Trans. Knowl. Data Eng., 2006
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
IEEE Trans. Knowl. Data Eng., 2006
Personalization in Context: Does Context Matter When Building Personalized Customer Models?
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
2005
Incorporating contextual information in recommender systems using a multidimensional approach.
ACM Trans. Inf. Syst., 2005
Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions.
IEEE Trans. Knowl. Data Eng., 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Divide and Prosper: Comparing Models of Customer Behavior From Populations to Individuals.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
2003
On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities.
Manag. Sci., 2003
2002
Int. J. Comput. Intell. Appl., 2002
Decis. Support Syst., 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
2001
Data Min. Knowl. Discov., 2001
Proceedings of the Electronic Commerce, Second International Workshop, 2001
2000
Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies.
SIGKDD Explor., 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
1999
Decis. Support Syst., 1999
User Profiling in Personalization Applications Through Rule Discovery and Validation.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
1997
Editor's introduction to the special issue on knowledge discovery and its applications to business decision-making.
Decis. Support Syst., 1997
Providing information system support for simulations using the Cassandra<sup>+</sup> system.
Ann. Oper. Res., 1997
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
A Pattern Discovery Algebra.
Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997
Proceedings of the Temporal Databases: Research and Practice. (the book grow out of a Dagstuhl Seminar, 1997
1996
IEEE Trans. Knowl. Data Eng., 1996
Decis. Support Syst., 1996
Acta Informatica, 1996
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
1995
ACM Trans. Model. Comput. Simul., 1995
Templar: A Knowledge-Based Language for Software Specifications Using Temporal Logic.
ACM Trans. Inf. Syst., 1995
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
1994
ACM Trans. Database Syst., 1994
1993
Applications of temporal Databases to Knowledge-based Simulations.
Proceedings of the Temporal Databases: Theory, Design, and Implementation., 1993
On the Completeness of Query Languages for Grouped and Ungrouped Historical Data Models.
Proceedings of the Temporal Databases: Theory, Design, and Implementation., 1993
1990
Proceedings of the 16th International Conference on Very Large Data Bases, 1990
1989
Using relational discrete event systems and models for prediction of future behavior of databases.
PhD thesis, 1989
Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models.
Proceedings of the Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1989
Proceedings of the Fifth International Conference on Data Engineering, 1989
1985
Proceedings of the Fourth ACM SIGACT-SIGMOD Symposium on Principles of Database Systems, 1985