Sumit Sarkar

According to our database1, Sumit Sarkar
  • authored at least 65 papers between 1993 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2017
How High Should We Go? Determining Reservation Values to Negotiate Successfully for Composite Software Services.
Information Systems Research, 2017

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

Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing.
MIS Quarterly, 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. Management Inf. Syst., 2015

Recommendations Using Information from Multiple Association Rules: A Probabilistic Approach.
Information Systems Research, 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 Quarterly, 2014

Selling vs. Profiling: Optimizing the Offer Set in Web-Based Personalization.
Information Systems Research, 2014

Association Rules for Recommendations with Multiple Items.
INFORMS Journal on Computing, 2014

2013
Class-Restricted Clustering and Microperturbation for Data Privacy.
Management Science, 2013

Using Tree-Decomposable Structures to Approximate Belief Networks
CoRR, 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.
Information Systems Research, 2012

2011
Accelerated Learning of User Profiles.
Management Science, 2011

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

Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data.
Information Systems Research, 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. of Management Information Systems, 2010

Speed Matters: The Role of Free Software Offer in Software Diffusion.
J. of Management Information Systems, 2010

Resource Allocation Policies for Personalization in Content Delivery Sites.
Information Systems Research, 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.
Information Systems Research, 2009

Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining.
Operations Research, 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.
Management Science, 2007

A Framework for Reconciling Attribute Values from Multiple Data Sources.
Management Science, 2007

Improving Linkage of Web Pages.
INFORMS Journal on Computing, 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.
Information Systems Research, 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.
Information Systems Research, 2005

Lying on the Web: Implications for Expert Systems Redesign.
Information Systems Research, 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.
Management Science, 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.
Management Science, 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.
Management Science, 2001

2000
Knowledge Base Decomposition to Facilitate Verification.
Information Systems Research, 2000

Modifications of Uncertain Data: A Bayesian Framework for Belief Revision.
Information Systems Research, 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 Journal on Computing, 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.
Int. Syst. in Accounting, Finance and Management, 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.
Transportation Science, 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.
Int. Syst. in Accounting, Finance and Management, 1996

An information theoretic technique to design belief network based expert systems.
Decision Support Systems, 1996

A probabilistic reasoning model: Formulation and control strategy.
Decision Support Systems, 1996

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

1995
Criteria to evaluate approximate belief network representations in expert systems.
Decision Support Systems, 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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