Sumit Sarkar

Orcid: 0000-0003-3045-1024

According to our database1, Sumit Sarkar authored at least 85 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Firm Competitive Structure and Consumer Reaction in Search Advertisings.
J. Assoc. Inf. Syst., 2024

A Quantum Algorithm Based Heuristic to Hide Sensitive Itemsets.
CoRR, 2024

Risk-Sensitive Counterfactual Explanations for AI Model Predictions.
Proceedings of the 45th International Conference on Information Systems, 2024

2023
Cost-Restricted Feature Selection for Data Acquisition.
Manag. Sci., July, 2023

Does luck play a role in the determination of the rank positions in football leagues? A study of Europe's 'big five'.
Ann. Oper. Res., June, 2023

2022
Modifying Transactional Databases to Hide Sensitive Association Rules.
Inf. Syst. Res., 2022

2021
Competing Tasks and Task Quality: An Empirical Study of Crowdsourcing Contests.
MIS Q., December, 2021

Recommendations and Cross-selling: Pricing Strategies when Personalizing Firms Cross-sell.
J. Manag. Inf. Syst., 2021

A Strategic Group Analysis of Competitor Behavior in Search Advertising.
J. Assoc. Inf. Syst., 2021

Coordinating a closed loop supply chain with fairness concern by a constant wholesale price contract.
Eur. J. Oper. Res., 2021

A Framework for Optimal Crowdsourcing Contest Design.
Proceedings of the 42nd International Conference on Information Systems, 2021

Credibility, Novelty and Helpfulness in Online Reviews.
Proceedings of the 42nd International Conference on Information Systems, 2021

2020
Hiding Sensitive Information when Sharing Distributed Transactional Data.
Inf. Syst. Res., 2020

2019
Stakeholder Fairness Under an Induced 'Veil of Ignorance': Findings From a Laboratory Experiment.
Int. J. Strateg. Decis. Sci., 2019

How Cooperative Is 'Cooperative Investment'?: Supply Chain Contracting in Presence of Epistemic Quality Uncertainty.
Int. J. Strateg. Decis. Sci., 2019

Gratitude, conscience, and reciprocity: Models of supplier motivation when quality is non-contractible.
Eur. J. Oper. Res., 2019

Hiding Sensitive Itemsets in Shared Transactional Databases: Minimizing the Number of Items Removed.
Proceedings of the 40th International Conference on Information Systems, 2019

2018
Know When to Run: Recommendations in Crowdsourcing Contests.
MIS Q., 2018

Participation Behavior and Performance in Open Innovation.
Proceedings of the International Conference on Information Systems, 2018

2017
How High Should We Go? Determining Reservation Values to Negotiate Successfully for Composite Software Services.
Inf. Syst. Res., 2017

2016
Competitive Bundling in Information Markets: A Seller-Side Analysis.
MIS Q., 2016

Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing.
MIS Q., 2016

Investigating Effects of Competing Tasks on Crowdsourcing Contest Platforms.
Proceedings of the International Conference on Information Systems, 2016

Composing offer Sets to Maximize Expected payoffs.
Proceedings of the 24th European Conference on Information Systems, 2016

2015
Who's Next? Scheduling Personalization Services with Variable Service Times.
ACM Trans. Manag. Inf. Syst., 2015

Recommendations Using Information from Multiple Association Rules: A Probabilistic Approach.
Inf. Syst. Res., 2015

Making Task Recommendations in Crowdsourcing Contests.
Proceedings of the 19th Pacific Asia Conference on Information Systems, 2015

2014
Digression and Value Concatenation to Enable Privacy-Preserving Regression.
MIS Q., 2014

Selling vs. Profiling: Optimizing the Offer Set in Web-Based Personalization.
Inf. Syst. Res., 2014

Association Rules for Recommendations with Multiple Items.
INFORMS J. Comput., 2014

2013
Class-Restricted Clustering and Microperturbation for Data Privacy.
Manag. Sci., 2013

Android app for intelligent CBM.
Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013

Coordinating One-to-many Concurrent Negotiation for Service Provision.
Proceedings of the International Conference on Information Systems, 2013

How Do Advertisers Compete in Sponsored Search Auctions? Evidence from the Digital Camera Industry.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
Postrelease Testing and Software Release Policy for Enterprise-Level Systems.
Inf. Syst. Res., 2012

2011
Accelerated Learning of User Profiles.
Manag. Sci., 2011

Multihoming behavior of users in social networking web sites: a theoretical model.
Inf. Technol. People, 2011

Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data.
Inf. Syst. Res., 2011

Protecting Privacy Against Regression Attacks in Predictive Data Mining.
Proceedings of the International Conference on Information Systems, 2011

2010
No Free Lunch: Price Premium for Privacy Seal-Bearing Vendors.
J. Manag. Inf. Syst., 2010

Speed Matters: The Role of Free Software Offer in Software Diffusion.
J. Manag. Inf. Syst., 2010

Resource Allocation Policies for Personalization in Content Delivery Sites.
Inf. Syst. Res., 2010

Data Clustering and Micro-perturbation for Privacy-Preserving Data Sharing and Analysis.
Proceedings of the International Conference on Information Systems, 2010

2009
Impact of the Union and Difference Operations on the Quality of Information Products.
Inf. Syst. Res., 2009

Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining.
Oper. Res., 2009

Strategic Learning In Recommendation Systems.
Proceedings of the 4th Mediterranean Conference on Information Systems, 2009

Do Recommender Systems Always Benefit Firms by Reducing Consumer Search Effort?
Proceedings of the International Conference on Information Systems, 2009

2007
Minimizing Information Loss and Preserving Privacy.
Manag. Sci., 2007

A Framework for Reconciling Attribute Values from Multiple Data Sources.
Manag. Sci., 2007

Improving Linkage of Web Pages.
INFORMS J. Comput., 2007

2006
A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining.
IEEE Trans. Knowl. Data Eng., 2006

Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data.
Inf. Syst. Res., 2006

Online Privacy at a Premium.
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006

2005
Maximizing Accuracy of Shared Databases when Concealing Sensitive Patterns.
Inf. Syst. Res., 2005

Lying on the Web: Implications for Expert Systems Redesign.
Inf. Syst. Res., 2005

Staffing Software Maintenance and Support Projects.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

2004
Assessing Data Quality for Information Products: Impact of Selection, Projection, and Cartesian Product.
Manag. Sci., 2004

A Data Perturbation Approach to Privacy Protection in Data Mining.
Proceedings of the International Conference on Information Systems, 2004

Reconciling Attribute Values from Multiple Data Sources.
Proceedings of the International Conference on Information Systems, 2004

2003
The Role of the Management Sciences in Research on Personalization.
Manag. Sci., 2003

2002
A Distance-Based Approach to Entity Reconciliation in Heterogeneous Databases.
IEEE Trans. Knowl. Data Eng., 2002

Generalized Normal Forms for Probabilistic Relational Data.
IEEE Trans. Knowl. Data Eng., 2002

Assessing Information Quality for the Composite Relational Operation Join.
Proceedings of the Seventh International Conference on Information Quality (ICIQ 2002), 2002

2001
Bayesian Models for Early Warning of Bank Failures.
Manag. Sci., 2001

2000
Knowledge Base Decomposition to Facilitate Verification.
Inf. Syst. Res., 2000

Modifications of Uncertain Data: A Bayesian Framework for Belief Revision.
Inf. Syst. Res., 2000

Incentives and mechanisms for intra-organizational knowledge sharing.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

1999
Assessing data quality for information products.
Proceedings of the Twentieth International Conference on Information Systems, 1999

1998
Partitioning the Attribute Set for a Probabilistic Reasoning System.
INFORMS J. Comput., 1998

PSQL: A Query Language for Probabilistic Relational Data.
Data Knowl. Eng., 1998

Entity Matching in Heterogeneous Databases: A Distance Based Decision Model.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

1997
Using Directed Hypergraphs to Verity Rule-Based Expert Systems.
IEEE Trans. Knowl. Data Eng., 1997

Knowledge-Based Simulation for Business Process Redesign.
Intell. Syst. Account. Finance Manag., 1997

Global Verification of Knowledge Based Systems via Local Verification of Partitions.
Proceedings of the Fourth European Symposium on the Validation and Verification of Knowledge-Based Systems, 1997

Extended SQL Support for Uncertain Data.
Proceedings of the Conceptual Modeling, 1997

1996
A Relaxation-Based Pruning Technique for a Class of Stochastic Shortest Path Problems.
Transp. Sci., 1996

A Probabilistic Relational Model and Algebra.
ACM Trans. Database Syst., 1996

Constructing Efficient Belief Network Structures With Expert Provided Information.
IEEE Trans. Knowl. Data Eng., 1996

Belief Networks for Expert System Development in Auditing.
Intell. Syst. Account. Finance Manag., 1996

An information theoretic technique to design belief network based expert systems.
Decis. Support Syst., 1996

A probabilistic reasoning model: Formulation and control strategy.
Decis. Support Syst., 1996

A Bayesian Framework for Modifications of Probabilistic Relational Data.
Proceedings of the Seventeenth International Conference on Information Systems, 1996

1995
Modeling uncertainty using enhanced tree structures in expert systems.
IEEE Trans. Syst. Man Cybern., 1995

Criteria to evaluate approximate belief network representations in expert systems.
Decis. Support Syst., 1995

1993
Using Tree-Decomposable Structures to Approximate Belief Networks.
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993


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