Research Terms
Keywords
Big Data Business Analytics Data Analytics Information Technology Internet
Kaushik Dutta has 22 years of professional and research experience in the field of enterprise IT infrastructure, data analytics and big data systems. He is professor in and chair of the School of Information Systems and Management. His current research interest is big data analytics. Dutta's primary expertise combines operations research and data mining techniques with computer science systems knowledge to efficiently handle big data and manage large IT infrastructure. He has been the mentor of two startups out of USF in the NSF-iCorps program.
Prior to joining USF, Dutta was a tenured associate professor at National University of Singapore and Florida International University. Before starting out on his academic path, he pursued a career in engineering, most recently as the chief technology officer and vice president of engineering of Mobilewalla, a NUS-incubated and Madrona-funded company that developed big-data-based mobile advertisement platforms.
Dutta earned a PhD in management information systems from the Georgia Institute of Technology and a master's degree in computer science from the Indian Statistical Institute. He received a bachelor's degree in electrical engineering from Jadavpur University.
Journal
1. K. Dutta, D. Vandermeer - Enabling Resource Access Visibility for Automated Enterprise Services, Journal of Database Management, Volume 25, Issue 2, 2014 (Best paper in Library & Information Science category selected by IGI Global)
2. F. Fang, K. Dutta, A. Datta - Domain Adaptation for Sentiment Classification in Light of Multiple Sources, INFORMS Journal of Computing, published online, May 5, 2014.
3. Kajanan, S., Bao, Y., Datta, A., VanderMeer, D. and Dutta, K., Efficient automatic search query formulation using phrase-level analysis. Journal of the Association for Information Science and Technology, Volume 65, Issue 5, pages 1058–1075, May 2014.
4. R. Shaw, A. Datta, D. VanderMeer, K. Dutta - Building a Scalable Database-Driven Reverse Dictionary – IEEE Transactions on Knowledge and Data Engineering - vol.25, no.3, pp.528- 540, March 2013.
5. N. Pervin, F. Fang, A. Datta, K. Dutta, D. VanderMeer - Fast, Scalable, and Context-Sensitive Detection of Trending Topics in Microblog Post Streams, ACM Transactions on Management Information Systems, Volume 3 Issue 4, January 2013, Article No. 19.
6. D. VanderMeer, K. Dutta, A. Datta – A Cost-based Database Request Distribution Technique for Online E-Commerce Applications, MIS Quarterly, 36(2), 479-507, 2012.
7. A. Dutta, K. Dutta. Q. Liang, D. VanderMeer - SOA Performance Enhancement through XML Fragment Caching - Information Systems Research, Volume 23 Issue 2, 06 2012, Pages 505-535.
8. D. Batra, D. VanderMeer, K. Dutta - Extending Agile Principles to Larger, Dynamic Software Projects: A Theoretical Assessment – Journal of Database Management - 22(4), 73-92, October-December 2011.
9. K. Dutta, D VanderMeer, K. Ramamritham - Managing RFID Events in Large-Scale Distributed RFID Infrastructures - Information Technology and Management, Volume 12, Number 3, 253-272.
10. S. Gupta, K. Dutta - Modeling of Financial Supply Chain - European Journal of Operational Research. Volume 211, Issue 1, Pages: 47-56 (2011).
11. K. Dutta, D. VanderMeer - Cost-Based Decision-Making in Application Virtualization Environments - European Journal of Operational Research, Volume 210, Issue 2, 16 April 2011, Pages 344-357.
12. D. Batra, W. Xia, D. VanderMeer, K. Dutta - Balancing agile and structured approaches to manage large distributed software projects: A case study from the cruise line industry. Communications of the AIS, 2010, 27(1), 379–394.
13. M. Tremblay, K. Dutta, D. VanderMeer - Using Data Mining Techniques to Discover Systematic Biases in Missing Data – ACM Journal of Data and Information Quality, Volume: 2, Issue: 1, Pages: 1-19.
14. S. Kumar, K. Dutta, V. Mookerjee - Maximizing Business Value by Optimal Assignment of Jobs to Resources in Grid Computing - European Journal of Operational Research, Volume 194, Issue 3, 1 May 2009, Pages 856-872.
15. D. VanderMeer, K. Dutta. - Applying Learner Centered Design Principles to UML Sequence Diagram—Journal of Database Management, Vol. 20, Issue 1, 25-47 pages.
16. K. Dutta, R. Rangaswami, S. Kundu - Workload-based Generation of Administrator Hints for Optimizing Database Storage Utilization — ACM Transactions on Storage, Vol. 3, No. 4, Article 16, February 2008.
17. K. Dutta, D. VanderMeer, H. Thomas, A. Datta, K. Ramamritham - ReDal: Request Distribution for the Application Layer – IEEE Transactions on Parallel and Distributed Systems, Volume 18, Issue 11, November, 2007, Page 1516-1528.
18. R. Lee, K. Dutta, K. Henry, V. Nguyen - Controls As a Sharable Knowledge Commodity: An Architecture for Open Exchange – INFORMS Journal of Group Decision and Negotiation, Volume 16, Number 2, March, 2007, Pages 143-167.
19. K.Dutta, D. VanderMeer, A. Datta, P. Keskinocak, K. Ramamritham – A Fast Method for Discovering Critical Edge Sequences in Ecommerce Catalogs – European Journal of Operational Research, Volume 181, Issue 2, September 2007, Pages 855-871.
20. K. Dutta, H. Thomas, A. Datta, P. Keskinocak - Linearized Model of Object Caching and Heuristic Solution — IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews, Volume 37, Number 5, September 2007, Page 815-826.
21. V. Nguyen, R. Lee, K. Dutta - An Aspect Architecture for Modeling Organizational Controls in Workflow Systems - Asian Network for Scientific Information Technology Journal, Volume 5, Issue 3, 2006, Pages 460-470.
22. K. Dutta, S. Soni, S. Narasimhan, A. Datta - Optimization in Object Caching - INFORMS Journal on Computing, Volume 18, Issue 2, Spring 2006, Page 243-254, by K. Dutta.
23. A. Datta, K. Dutta, H. Thomas, D. VanderMeer, K. Ramamritham - Proxy-Based Acceleration of Dynamically Generated Content on the World Wide Web: An Approach and Implementation, ACM Transactions on Database Systems (TODS), Volume 29, Issue 2, June 2004, Pages 403-443.
24. A. Datta, K. Dutta, H. Thomas, D. VanderMeer - World Wide Wait: A Study of Internet Scalability and Cache Based Approached to Alleviate it, INFORMS Management Science, Volume 49, Issue 10, October 2003, Pages 1425-1444.
25. D. VanderMeer, A. Datta, K. Dutta, K. Ramamritham, S. Navathe - Mobile User Recovery in the Context of Internet Transactions, IEEE Transactions on Mobile Computing, Volume 2, Issue 2, April-June 2003, Pages 132-146.
26. A. Datta, K. Dutta, K. Ramamritham, H. Thomas, D. VanderMeer - Accelerating Dynamic Web Content Generation, IEEE Internet Computing, Volume 6, Number 5, September 2002, Pages 27-36.
27. A. Datta, K. Dutta, D. VanderMeer, K. Ramamritham, S. Navathe - An Architecture to Support Scalable Online Personalization on the Web, Very Large Database Journal, Volume 10, Number 1, August 2001, Pages 104-117.
Conference Proceedings
1. S. Adhikari, K. Dutta. “Real Time Bidding in Online Digital Advertisement”, in Proceedings of 10th DESRIST (Design Research in Information Systems and Technology), Dublin, Ireland, June, 2015.
2. A. Mukherjee, R. Sundarraj, K. Dutta. “An Online Algorithm for Programmatic Advertisement Placement in Supply Side Platform of Mobile Advertisement”, in Proceedings of 19th PACIS (Pacific Asia Conference on Information Systems), Singapore, May 2015.
3. V. Singh, K. Dutta. “Dynamic Price Prediction for Amazon Spot Instances”, in Proceedings of HICSS (Hawaii International Conference on Systems Sciences), Kauai, USA, January, 2015.
4. D. Vandermeer, Karthick, K. Dutta. “Using Topics to Identify Users Across Different Social Networks”, in Proceedings of 35th International Conference on Information Systems (ICIS), Auckland, New Zealand. December 14-17, 2014.
5. Xiaoying Xu, Fang Fang, Kaushik Dutta and Anindya Datta. “A Hybrid Recommendation Model by Applying Bayesian Network to User Ratings and Tags”, in Proceedings of 24th Workshop on Information Technologies and Systems (WITS), Auckland, New Zealand. December 17-19, 2014.
6. Xiaoying Xu, Kaushik Dutta and Anindya Datta. “Functionality-Based Mobile App Recommendation by Identifying Aspects from User Reviews”, in Proceedings of 35th International Conference on Information Systems (ICIS), Auckland, New Zealand. December 14-17, 2014.
7. S. Adhikari, K. Dutta – Identifying Fake Profiles in Linkedin, 18th Pacific Asia Conference on Information Systems (PACIS 2014), Chengdu, China.
8. S. Kajanan, K. Dutta, A. Datta, - No more spray and pray audience targeting in Mobile World, Workshop of Information Technology and Systems 2013, Rome, Italy.
9. F. Fang, K. Dutta, A. Datta - LDA-Based Industry Classification, in Proceedings of International Conference on Information Systems (ICIS) 2013, Rome, Italy.
10. X. Xiaoying, K. Dutta, A. Datta - Using Critic Reviews to Boost New Item Recommendation in Cold Start Settings, in Proceedings of International Conference on Information Systems (ICIS) 2013, Rome, Italy. (Accepted)
11. Singh, V.K.; Dutta, K.; VanderMeer, D., "Estimating the Energy Consumption of Executing Software Processes," 2013 IEEE Green Computing and Communications (GreenCom), vol., no., pp.94 - 101, 2013.
12. K. Dutta. V. Sing, D. VanderMeer - Estimating Operating System Process Energy Consumption in Real Time, in Proceedings of Design Science Research in Information Systems and Technologies (DESRIST) 2013 conference.
13. S. Chatterjee, K. Dutta, H. (Qi) Xie, J. Byun, A. Pottathil, M. Moore - Persuasive and Pervasive Sensing: A New Frontier to Monitor, Track and Assist Older Adults Suffering from Type-2 Diabetes, in the proceedings of 2013 46th Hawaii International Conference on System Sciences (HICSS).
14. Fang, F., Datta, A., and Dutta, K. - A Hybrid Method for Cross-domain Sentiment Classification Using Multiple Sources, In Proceedings of 2012 International Conference on Information Systems (ICIS), Orlando, Florida, USA, December 16-19, 2012.
15. Kajanan,S., Pervin,N., Narayan,R., Datta, A. and Dutta, K - Takeoff and Sustained Success of Apps in Hypercompetitive Mobile Platform Ecosystems: An Empirical Analysis, In Proceedings of 2012 International Conference on Information Systems (ICIS), Orlando, Florida, USA, December 16-19, 2012.
16. N. Ramasubbu, K. Sangaralingam, N. Pervin, K. Dutta, and Anindya Datta - Surviving Hyper-Competitive, Unforgiving Platform Ecosystems: Examining Developer Strategies in iOS and Android Marketplaces, Workshop of Information Technologies and Systems 2012. Orlando, Florida,USA.
17. S. Kajanan, A. Mohd Shariff, K. Dutta, A. Datta - Resolving Name Conflicts for Mobile Apps in Twitter Posts. Shaping the Future of ICT Research (IFIP WG 8.2). Methods and Approaches. A. Bhattacherjee and B. Fitzgerald, Springer Berlin Heidelberg. Volume 389, 2012, pp 3-17.
18. X. Xu, A., K. Dutta - Using Adjective Features from User Reviews to Generate Higher Quality and Explainable Recommendations. Shaping the Future of ICT Research (IFIP WG 8.2). Methods and Approaches. A. Bhattacherjee and B. Fitzgerald, Springer Berlin Heidelberg. 389: 18-34.
19. S. Chatterjee, K. Dutta, Qi Xie - A Predictive Modeling Engine Using Neural Networks: Diabetes Management from Sensor and Activity Data, Proc. for IEEE Healthcom 2012, Beijing, China, October 2012.
20. Sajib Kundu, Raju Rangaswami, Ajay Gulati, Ming Zhao, Kaushik Dutta - Modeling Virtualized Applications using Machine Learning Techniques – in the proceedings of Eighth Annual International Conference on Virtual Execution Environments (VEE 2012)
21. S. Chatterjee, Jongbok Byun, Akshay Pottathil, Miles Moore, Qi Xie, Kaushik Dutta. Persuasive Sensing: A Novel In-Home Monitoring Technology to Assist Elderly Adult Diabetic Patients, in Proc. 7th International Conference on Persuasive Technology 2012, June 6–8, 2012, Linköping, Sweden.
22. K. Dutta, D. VanderMeer, - Reduce, Reuse, Recycle: Building Greener Software – in the proceedings of INFORMS Conference of Information Systems and Technology 2011.
23. Fang Fang, Nargis Pervin, Anindya Datta, Kaushik Dutta and Debra VanderMeer- Detecting Twitter Trends in Real-Time, in the proceedings of Workshop of Information Technologies and Systems 2011.
24. Sangaralingam Kajanan, Ahmed Shafeeq Bin Mohd Shariff, Anindya Datta, Kaushik Dutta and Debjani Paul - Twitter Post filter for Mobile Applications, in the proceedings of Workshop of Information Technologies and Systems 2011.
25. Samir Chatterjee, Kaushik Dutta, Harry Xie, Jongbok Byun and Akshay Pottahil - Mining Behavior Profiles and Health Patterns from In-Home Monitoring of Sensor Data, in the proceedings of Workshop of Information Technologies and Systems 2011.
26. S. Kajanan, B. Yang. A. Datta, D. VanderMeer, K. Dutta - Enabling True Query by Document - in the proceedings of Workshop of Information Technologies and Systems 2010.
27. S. Kundu, R. Rangaswami, K. Dutta, M. Zhao - Application Performance Modeling in a Virtualized Environment – in the proceedings of IEEE International Symposium on High-Performance Computer Architecture 2010.
28. M. C. Tremblay, K. Dutta, D. VanderMeer - Using Data Mining Techniques to Discover Systematic Biases in Missing Data - in the proceedings of Workshop of Information Technologies and Systems 2008.
29. A. Datta, D. VanderMeer, K. Dutta - Enabling Comprehensive and Correlative Top-to-Bottom Business Service Visibility - in the proceedings of Workshop of Information Technologies and Systems 2008.
30. K.Dutta, K. Ramamritham, B.Karthik, K. Laddhad - Real-Time Event Handling in an RFID Middleware System, in the proceedings of 5th International Workshop on Databases in Networked Information Systems (SpringerLink Lectures Notes in Computer Science, Volume 4777, 2007, Pages 232-251).
31. K. Dutta, R. Rangaswami - STORM: An Approach to Database Storage Management in Clustered Storage Environments, in the proceedings of Seventh IEEE International Symposium on Cluster Computing and the Grid, May 2007 Page 565 - 574.
32. B. Menezes , K. Laddhad , Karthik B., K. Dutta - Challenges in RFID Deployment – A Case Study in Public Transportation, in the proceedings of International Conference on E-Governance, Dec. 15-17, 2006, Delhi, India, Pages 67 – 74. (Selected as Best Paper).
33. D. VanderMeer, K. Dutta - Digital Rights Management in Multi-set Authored eLearning Materials, in the proceedings of Workshop on Information Technologies and Systems 2006.
34. V. Nguyen, R. Lee, K. Dutta - Enhancing the Design of Business Process Models Through Decomposition of Workflow Processes and Control, in the proceedings of 1st International Conference on Design Science Research 2006, Pages 172-191.
35. S. Kumar, K. Dutta, Vijay Mookherjee - Resource Scheduling in Grid Computing Networks to Maximize Business Value, in the proceedings of Workshop on Information Technologies and Systems 2005.
36. D. VanderMeer, H. Thomas, K. Dutta, A. Datta, K. Ramamritham - ReDAL: Request Distribution for the Application Layer, Proceedings 25th IEEE International Conference on Distributed Computing Systems 2005, Pages 717-726.
37. S. Ahmed, K. Dutta, S. Soni - Optimization in Application Virtualization, Proceedings of Workshop on Information Technologies and Systems 2004.
38. A. Datta, K. Dutta, D. VanderMeer, H. Thomas, R. Chamarajnagar - An Efficient Approach for Application Server Configuration, Proceedings of Workshop on Information Technologies and Systems 2004.
39. D. VanderMeer, A. Datta, K. Dutta, H. Thomas, K. Ramamritham, S. Navathe - FUSION: A System Allowing Dynamic Web Service Composition and Automatic Execution, Proceedings of IEEE International Conference on Electronics Commerce, June 2003, Pages 399- 404.
40. A. Datta, K. Dutta, H. Thomas, D. VanderMeer, Suresha, K. Ramamritham - Proxy-Based Acceleration of Dynamically Generated Content on the World Wide Web: An Approach and Implementation, Proceedings of ACM SIGMOD Conference 2002, Pages 97-108.
41. K. Dutta, D. VanderMeer, A. Datta, K. Ramamritham - User Action Recovery in Internet SAGAs (iSAGAs), Workshop on Technologies for E-Services (TES) 2001, Springer Lecture Notes in Computer Science, Volume 2193/2001, Pages 132-146.
42. A. Datta, K. Dutta, H. Thomas, D. VanderMeer, K. Ramamritham, D. Fishman - A Comparative Study of Alternative Middle Tier Caching Solutions to Support Dynamic Web Content Acceleration, Proceedings of 27th International Conference on Very Large Databases, 2001, Pages: 667 – 670.
43. K. Dutta, H. Thomas, A. Datta, S. Soni, S. Narasimhan - Optimization Approaches for Accelerating Dynamic Content in E-business, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics 2001, Volume 5, October 2001, Page 3032.
44. K. Dutta, D. VanderMeer, A. Datta, K. Ramamritham - Discovering Critical Edge Sequences in E-Commerce Catalogs, Proceedings of 3rd ACM Conference on E-Commerce, 2001, Pages 65-74.
45. K. Dutta, D. VanderMeer - State Recovery in Internet Transactions, Proceedings of 3rd International Workshop on Advanced Issued of E-Commerce and Web-based Information Systems (WECWIS) 2001, Pages 156-158.
46. A. Datta, K. Dutta, K. Ramamritham, H. Thomas, D. VanderMeer - Dynamic Content Acceleration: A Caching Solution to Enable Scalable Dynamic Web Page Generation, Proceedings of ACM SIGMOD Conference 2001, Pages 616.
47. K. Dutta, D. VanderMeer, A. Datta - Efficiently Finding Most Popular Paths for E-Commerce Catalogue, Proceedings of 10th Workshop on Information Technologies and Systems (WITS) 2000, (this paper was nominated as a best paper candidate in WITS 2000).
48. D. VanderMeer, K. Dutta, A. Datta, K. Ramamritham and S. Navathe - Enabling Scalable Online Personalization on the Web, Proceedings of 2nd ACM Conference on E-Commerce 2000, Pages: 185 – 196.
Institute for Information Systems Management
| Director |
Kaushik Dutta |
| Phone | (813) 974-6763 |
| Website | https://www.usf.edu/business/schools/information-systems-management/practice-center.aspx |
| Mission | The Institute was established as a partnership between business, government, and higher education. Its mission is to establish a major center for research education and professional networking that will help firms operate effectively in the information age. |
University of South Florida 4202 E. Fowler Avenue BSN 3403 Tampa, FL 33620
