Phone:

+91-79-6632 4834

 

Email:

srikumark@iima.ac.in


Prof. Srikumar Krishnamoorthy

Information Systems

 

Educational Qualifications

  • Doctorate in IT & Systems Management, Fellow of IIM Lucknow, 2004

  • Bachelor of Engineering, Madras University, 1997

 

Academic Affiliation

  • Faculty, IIM Ahmedabad (Jul 2012 - Present)

 

Professional Affiliation

  • Member, IEEE

  • Member, CSI

  • RSA, The Security Division of EMC, Bangalore

  • Yahoo India R & D, Bangalore

  • Infosys Research Labs, Bangalore

  • Balmer Lawrie, Chennai

 

Internships: I am not offering any short-term projects. My apologies for not responding to internship requests.

 

 

Research

 

Area of Research

Personalization in e-commerce

Data mining and machine learning

 

Current Research

Text mining

Social media and retail analytics

Personalization in e-commerce

 

Publications/Articles/Cases

Google Scholar Profile

 

Journals

  • S. Krishnamoorthy, "Sentiment analysis of financial news articles using performance indicators", Knowledge and Information Systems, 2017

  • S. Krishnamoorthy, "HMiner: Efficiently mining high utility itemsets", Expert Systems with Applications, 90, 2017

  • S. Krishnamoorthy, "Linguistic features for review helpfulness prediction", Expert Systems with Applications, 42(7), 2015

  • S. Krishnamoorthy, "Pruning strategies for mining high utility itemsets", Expert Systems with Applications, 42(5), 2015 

  • S. Krishnamoorthy, and B. Bhasker, "Personalized recommendations in e-commerce", International Journal of Electronic Business, 3(1), 2005

  • S. Krishnamoorthy, and B. Bhasker, "Metamorphosis: Mining maximal frequent sets in dense domains", International Journal of Artificial Intelligence Tools, 14(3), 2005

  • S. Krishnamoorthy, and B. Bhasker, "Personalized product selection in Internet business", Journal of Electronic Commerce Research, 5(4), 2004

  • S. Krishnamoorthy, and B. Bhasker, "Efficiently mining maximal frequent sets in dense databases for discovering association rules", Intelligent Data Analysis Journal, 8(2), 2004

  • S. Krishnamoorthy, and B. Bhasker, "Data pre-processing for association rule mining", Vivek – a Quarterly Journal in Artificial Intelligence, 15(4), 2004

  • S. Krishnamoorthy, "A framework of agent based personalized recommender system for E-commerce", South Asian Journal of Management, 11(2), 2004

  • S. Krishnamoorthy, and B. Bhasker, "Applications of Recommender systems in target selection", Journal of Targeting, Measurement and Analysis for Marketing, 13, 2004

 

Conference proceedings

  • K. V. Indukuri, S. Krishnamoorthy and P. Radha Krishna, "Natural language querying over databases using cascaded CRFs", In Proc. of ADBIS Conference, 2010. Also in Springer LNCS Vol. 6295/2011 – Advances in Databases and Information Systems

  • S. Krishnamoorthy, K. B. Gadde, D. P. Muni, et al, "Complex Schema Matching Identification using Genetic Programming Technique", In proc. of British National Conference on Databases (BNCOD), 2010

  • A. Gagrani, B. Pillai, and S. Krishnamoorthy, "Failure resilient real-time data federation system", ACM HPC, Mar 2009

  • M. Kumar, S. Moriah, and S. Krishnamoorthy, "Performance evaluation of similarity join for real-time information integration", ACM Compute, 2009

  • B. G. Krishna, E. V. Reddy, K. Jagadamba, S. Krishnamoorthy, and P. Radha Krishna, "A unified and scalable data migration service for the cloud environments", COMAD, 2009

  • S. Krishnamoorthy, A. K. Saple, P. H. Achutharao, "Integrated query optimization system for the data grids", ACM Compute, 2008

  • S. Bose, S. Krishnamoorthy, N. D. Ranade, "Allocating resources to parallel query plans in data grid", IEEE GCC, 2007

  • S. S. Bagul, N. D. Ranade, A. Sharma, S. K. Bose, S. Krishnamoorthy, S. Sengupta, "A Grid based Approach for Dynamic Integration and Access of Distributed and Heterogeneous Information across an Enterprise", 7th IRMA Conference, Vancouver, Canada, Feb 2007

  • S. Krishnamoorthy, and A. S. Mondal, "MAPS: Multi-Attribute search in P2P networks using Schema", IEEE Intl. Conf. on Networks, ICON 06, Sept 13-15, 2006

  • S. Krishnamoorthy, and A. S. Mondal, "Multi-agent based simulation of multi-echelon supply chains", Agent Directed Simulation Conference, Huntsville, AL, USA, 2005

  • S. Krishnamoorthy, and B. Bhasker, "Personalized recommendations in e-commerce", 5th World Congress on Management of Electronic Business, 2004  (Best paper award)

  • S. Krishnamoorthy, and B. Bhasker, "Efficiently mining maximal frequent sets for discovering association rules", In Proc. of IEEE International Database Engineering and Applications Symposium (IDEAS), Hong Kong, Jul 2003

  • S. Krishnamoorthy, B. Bhasker, "Data pre-processing for association rule mining", In Proc. of Indian International Conference on Artificial Intelligence (IICAI), 2003

  • S. Krishnamoorthy, B. Bhasker, S. Tripathi, "MaxDomino: Efficiently mining maximal frequent sets", In Proc. of British National Conference on Databases (BNCOD), 2003

  • S. Krishnamoorthy, and B. Bhasker, "Efficiently Mining Long Patterns from Dense Databases", 6th Intl. Conf. on Information Technology (CIT ‘03), Bhubaneswar, India, 2003.

  • S. Krishnamoorthy, and B. Bhasker, "Efficiently Mining Frequent Patterns for Discovering Association Rules", 2nd Intl. Conf. on Applied Artificial Intelligence (ICAAI ‘03), Pune, India, 2003.

  • S. Krishnamoorthy, "Agent Based Personalized Recommendation System for E-Commerce", In Proc. of National Conf. Consortium of Students in Management Research Organized by Indian Institute of Science, Bangalore, 2003.

  • S. Krishnamoorthy, and B. Bhasker, "An Algorithm for Mining Maximal Frequent Sets Based on Dominancy of Transactions", In Proc. of 5th Intl. Conf. on Enterprise Information Systems, France, 2003

  • S. Krishnamoorthy, and B. Bhasker, "Data mining and rural development", In Proc. of National Conf. on Computer & IT Applications in Rural Development (Organized by Computer Society of India), Lucknow, 2003

  • S. Krishnamoorthy, and D. K. Bandyopadhyay, "Dynamic Content Creation on the Web", In Proc. of National Workshop on Advances in Web based Computing, 2002.

 

Cases

  • S. Krishnamoorthy, "Data Modeling and Management for Big Data", IIM Ahmedabad Case, IIMA/CISG0130, 2015

  • S. Krishnamoorthy, "Data Warehousing and Multi-dimensional Data Modeling", IIM Ahmedabad Case, IIMA/CISG0125, 2014

  • S. Krishnamoorthy, A. Sarkar, L. Bharat Kumar, R. Ravindran, R. Ganesan, S. Dasgupta, and R. Srinivasan, "ePost: Metamorphosis of India post", IIM Lucknow Case Series, Jan 2002

 

Granted patents

  • K. I. Varma, S. Krishnamoorthy, and R. K. Pisipati, "Natural Language Querying with Cascaded Conditional Random Fields", USPTO 9,280,535, Feb 2016

  • B. Pillai, A.G. Singh, and S. Krishnamoorthy, "System and method for automatic failover of read-only distributed query processing engine using distributed shared memory", USPTO 8,874,961, Oct 2014

  • S. K. Bose, S. Krishnamoorthy, and N.D. Ranade, "Allocating resources for parallel execution of query plans", USPTO 8,402,469, Mar 2013

  • S. Krishnamoorthy, S. Sadasivam, A. Gagrani, and P. H. Achutharao, "System and method for parallel query evaluation", USPTO 8,386,508, Feb 2013

  • D.P. Muni, K.B. Gadde, and S. Krishnamoorthy, "System and method for schema matching", USPTO 8,386,493, Feb 2013

  • S. Krishnamoorthy, A. K. Saple, and P. H. Achutharao, "Integrated distributed query processor for the data grids", USPTO 8,103,656, Jan 2012

  • S. Krishnamoorthy, and A. S. Mondal, "Method for semantic based storage and retrieval of information", USPTO 7,870,133, Jan 2011

 

Books

  • B. Bhasker, and S. Krishnamoorthy, "Recommender systems in electronic commerce: Methodologies and applications of data mining", Tata McGraw Hill, July 2010

  • S. Krishnamoorthy, R. Srinivasan et al, "Transformative organization: A Global Perspective", SAGE Publications, 2004, Contributed a chapter for the Book edited by Prof. Vipin Gupta, Wharton Business School

 

Articles

  • S. Krishnamoorthy, P. Jain, A. Sanghvi, T. Tripathi, S. Ramji, J. Waghdhare, and V. Sridhar, "Cellular pricing: Greener or Leaner", Voice and Data, Nov 2001

  • V. Sridhar, and S. Krishnamoorthy, "A taxonomic survey of data mining in Telecommunications", Voice and Data, Dec 2002

  • S. Krishnamoorthy, "Data mining technology in India", INFINITE, The Financial Express Supplement, Jan 2002

Staging Enabled