Alexander Tuzhilin

According to our database1, Alexander Tuzhilin
  • authored at least 103 papers between 1985 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Using Social Sensors for Detecting Emergency Events: A Case of Power Outages in the Electrical Utility Industry.
ACM Trans. Management Inf. Syst., 2017

Workshop on Recommendation in Complex Scenarios (ComplexRec 2017).
Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios co-located with 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Workshop on Recommendation in Complex Scenarios: (ComplexRec 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.
Information Systems Research, 2016

Beyond Movie Recommendations: Solving the Continuous Cold Start Problem in E-commerceRecommendations.
CoRR, 2016

Recommender systems - : beyond matrix completion.
Commun. ACM, 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
Context-Aware Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Where to Go on Your Next Trip? Optimizing Travel Destinations Based on User Preferences.
CoRR, 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

Measuring the Concentration Reinforcement Bias of Recommender Systems.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

The Business Value of Recommendations: A Privacy-Preserving Econometric Analysis.
Proceedings of the International Conference on Information Systems, 2015

2014
Comparing context-aware recommender systems in terms of accuracy and diversity.
User Model. User-Adapt. Interact., 2014

Cost-Aware Collaborative Filtering for Travel Tour Recommendations.
ACM Trans. Inf. Syst., 2014

On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected.
ACM TIST, 2014

Recommending Learning Materials to Students by Identifying their Knowledge Gaps.
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

Discovering Contextual Information from User Reviews for Recommendation Purposes.
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 TIST, 2013

Not by search alone: how recommendations complement search results.
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
Customer relationship management and Web mining: the next frontier.
Data Min. Knowl. Discov., 2012

4th workshop on context-aware recommender systems (CARS 2012).
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

2011
Context-Aware Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2011

Using external aggregate ratings for improving individual recommendations.
TWEB, 2011

Knowledge management revisited: Old Dogs, New tricks.
ACM Trans. Management Inf. Syst., 2011

REQUEST: A Query Language for Customizing Recommendations.
Information Systems Research, 2011

Social and Economic Computing.
IEEE Intelligent Systems, 2011

Context-Aware Recommender Systems.
AI Magazine, 2011

The effect of context-aware recommendations on customer purchasing behavior and trust.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Collaborative filtering with collective training.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

3rd workshop on context-aware recommender systems (CARS 2011).
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

On Unexpectedness in Recommender Systems: Or How to Expect the Unexpected.
Proceedings of the Workshop on Novelty and Diversity in Recommender Systems, 2011

Cost-aware travel tour recommendation.
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

An energy-efficient mobile recommender system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009
Preface to the special issue on data mining for personalization.
User Model. User-Adapt. Interact., 2009

Improving Personalization Solutions through Optimal Segmentation of Customer Bases.
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

Managing large collections of data mining models.
Commun. ACM, 2008

The long tail of recommender systems and how to leverage it.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Context-aware recommender systems.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Social networks: looking ahead.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Improving Collaborative Filtering Recommendations Using External Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

The Effect of Context on the Predictive Performance of Segmentation.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

2007
Validation Sequence Optimization: A Theoretical Approach.
INFORMS Journal on Computing, 2007

Leveraging aggregate ratings for better recommendations.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

Dynamic Micro Targeting: Fitness-Based Approach to Predicting Individual Preferences.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

User Profiling with Hierarchical Context: An e-Retailer Case Study.
Proceedings of the Modeling and Using Context, 2007

2006
Personalization technologies: A process-oriented perspective.
Wirtschaftsinformatik, 2006

On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery.
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

Improving Personalization Solutions through Optimal Segmentation of Customer Bases.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 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

Mining Actionable Patterns by Role Models.
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

Personalization technologies: a process-oriented perspective.
Commun. ACM, 2005

Mining Patterns That Respond to Actions.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
On the discovery of significant statistical quantitative rules.
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.
Management Science, 2003

From the Guest Co-Editors.
INFORMS Journal on Computing, 2003

2002
An Architecture of e-Butler: A Consumer-Centric Online Personalization System.
International Journal of Computational Intelligence and Applications, 2002

Knowledge refinement based on the discovery of unexpected patterns in data mining.
Decision Support Systems, 2002

Querying multiple sets of discovered rules.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Handling very large numbers of association rules in the analysis of microarray data.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001
Expert-Driven Validation of Rule-Based User Models in Personalization Applications.
Data Min. Knowl. Discov., 2001

Using Data Mining Methods to Build Customer Profiles.
IEEE Computer, 2001

Multidimensional Recommender Systems: A Data Warehousing Approach.
Proceedings of the Electronic Commerce, Second International Workshop, 2001

2000
Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies.
SIGKDD Explorations, 2000

Small is beautiful: discovering the minimal set of unexpected patterns.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999
Unexpectedness as a measure of interestingness in knowledge discovery.
Decision Support Systems, 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
A Belief-Driven Method for Discovering Unexpected Patterns.
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.
Decision Support Systems, 1997

Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach.
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

Discovering Unexpected Patterns in Temporal Data Using Temporal Logic.
Temporal Databases, Dagstuhl, 1997

1996
What Makes Patterns Interesting in Knowledge Discovery Systems.
IEEE Trans. Knowl. Data Eng., 1996

On Data Representation and Use in a Temporal Relational DBMS.
Information Systems Research, 1996

Using query-driven simulations for querying outcomes of business processes.
Decision Support Systems, 1996

Modeling Data-Intensive Reactive Systems with Relational Transition Systems.
Acta Inf., 1996

Pattern Discovery in Temporal Databases: A Temporal Logic Approach.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1995
Extending Temporal Logic to Support High-Level Simulations.
ACM Trans. Model. Comput. Simul., 1995

Templar: A Knowledge-Based Language for Software Specifications Using Temporal Logic.
ACM Trans. Inf. Syst., 1995

On Periodicity in Temporal Databases.
Inf. Syst., 1995

On Temporal Grouping
Proceedings of the Recent Advances in Temporal Databases, 1995

On Subjective Measures of Interestingness in Knowledge Discovery.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

1994
On Completeness of Historical Relational Query Languages.
ACM Trans. Database Syst., 1994

1993
Abstract-Driven Pattern Discovery in Databases.
IEEE Trans. Knowl. Data Eng., 1993

Querying Datalog Programs with Temporal Logic.
Acta Inf., 1993

Applications of temporal Databases to Knowledge-based Simulations.
Temporal Databases, 1993

On the Completeness of Query Languages for Grouped and Ungrouped Historical Data Models.
Temporal Databases, 1993

1990
A Temporal Relational Algebra as Basis for Temporal Relational Completeness.
Proceedings of the 16th International Conference on Very Large Data Bases, 1990

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

Querying and Controlling the Future Behaviour of Complex Objects.
Proceedings of the Fifth International Conference on Data Engineering, 1989

1985
A Semantic Approach to Correctness of Concurrent Transaction Executions.
Proceedings of the Fourth ACM SIGACT-SIGMOD Symposium on Principles of Database Systems, 1985


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