Dr. Bhawna Nigam Assistant Professor Department of Information Technology Institute of Engineering & Technology, Devi Ahilya University, Indore, India Cell: +91-9753181862 This email address is being protected from spambots. You need JavaScript enabled to view it.

• Research Interests

Web mining, Predictive Analytics, Data Mining, Machine Learning, Big Data Analytics

 

• Education

 

2017	Ph.D. in Computer Engineering  Devi Ahilya   Vihswavidyalaya, Indore (M.P), India
	Research Areas: Web Usage Mining, Predictive modeling, Data Mining Title: Models for Analysis of User Behavior from User Navigation Session Advisor: Dr. Sanjiv Tokekar and Dr. Suresh Jain
2006-2008.	Master of Engineering  (Software Engineering), IET, DAVV, Indore, India http://www.iet.dauniv.ac.in/ Research Areas: Data Mining Project:  Document Classification using Naïve Based Classifier.	76.86% with Distinction
2000-2003.	B.E. in Computer Engineering.  IET, DAVV, Indore, India.	70%.
1997-2000.	Diploma (Computer)  Govt.  Women's Polytechnic College http://gwpci.nic.in/	72%
1997.	Higher Secondary 12th MP Education Board	65%
1995.	Higher Secondary 10th MP Education Board	64%

• Selected Publications (Full list on google scholar

• Diwakar Tripathi, Bhawana Nigam, Damodar Reddy Edla “A Novel Web Fraud Detection Technique using Association Rule Mining”, vol 115, Procedia Computer Science, Elsevier, 2017 
• B Nigam, A Nigam, P Dalal, “Comparative Study of Top 10 Algorithms for Association Rule Mining”, International Journal of Computer Sciences and Engineering, Vol.5(8), E-ISSN: 2347-2693, Aug 2017
• Arpita Gangrade, Bhawna Nigam, “Securing API Using API Gateway”, Networking and Communication Engineering, vol 7 no. 4, 143-146, 2015.
• Bhawna Nigam and Suresh Jain, “Generating a new model for predicting the next accessed web page in web usage mining”, International Conference on Emerging Trend in Engineering & technology(ICETET), Birla Institute of Technology and Science, Pilani-K K Birla Goa Campus, pp 485-490, ISBN: 978-0-7695-4246-1, http://doi.ieeecomputersociety.org/10.1109/ICETET.2010.56, 19-21 Nov-2010.
• Bhawna Nigam and Suresh Jain “Analysis of Markov Model on Different Web Prefetching and Caching Schemes”, IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Tamilnadu College of Engineering Coimbatore, pp 1-6 ISBN: 978-1-4244-5965-0, Digital Object Identifier: 10.1109/ICCIC.2010.5705732, 28-29 Dec-2010.
• Shweta Joshi, Bhawna Nigam “Categorizing the Document using Multi Class Classification in  Data Mining” The International Conference on Computational Intelligence and Communication Networks (CICN2011), 7-9 October, 2011 Gwalior, India, DOI 10.1109/CICN.2011.50 , ISBN : 978-0-7695-4587-5
• A Nigam, B Nigam, C Bhaisare, N Arya , “Classifying the bugs using multi-class semi supervised support vector machine” International Conference on Pattern Recognition, Informatics and Medical Engineering (PRIME), 393-397, 2012
• Bhawna Nigam, Suresh Jain and Sanjiv Tokekar, “Mining Association Rules from Web Logs by Incorporating Structural Knowledge of Website”, International Journal of Computer Applications, Vol 42, No 11, pp 17-23, ISSN: 0975-8887, 2012.
• Bhawna Nigam, Sanjiv Tokekar and Suresh Jain, “Recommendations for Improving Performance and Usability of Website by Mining Weblogs”, International Journal of Artificial Intelligence and Knowledge Discovery Vol 4, No 1, pp 1-6, print ISSN: 2231-2021, e-ISSN: 2231-0312, 2014.

• Bhawna Nigam, Sanjiv Tokekar and Suresh Jain, “Predicting the Next Accessed Web page Using Markov Model and Page Rank”, International Journal of Data Mining and Emerging Technologies, Vol 3, No 2, pp 73- 80, Print ISSN: 2249-3212, e-ISSN: 2249-3220, 2013.
• Bhawna Nigam, Sanjiv Tokekar and Suresh Jain, “Evaluation of Models for Predicting User’s Next Request in Web Usage Mining”, International Journal on Cybernetics and Informatics (IJCI), Vol 4, No 1, pp 1-13, ISSN: 2320-8430, 2015.

Certification

• Fundamentals of Visualization with Tableau, University of California, Davis
• The R Programming Environment, Johns Hopkins University
• Introduction to Big Data, University of California, San Diego

Research & Work Experiences

 

2009 - Present	Assistant Professor	IET, DAVV, Indore	http://www.iet.dauniv.ac.in/
2007 – Present	Assistant Professor	IET, DAVV, Indore	http://www.iet.dauniv.ac.in/
2007 - 2007	Lecturer	Vishwakarma Institute of Technology, Pune	www.vit.edu
2006-2007	Visiting Faculty	IET, DAVV Dept of Computer Engg.	http://www.iet.dauniv.ac.in/
2005-2006	Lecturer	Malwa Institute of Technology, Indore	www.mitindore.co.in
2004-2005	Lecturer	Shri Govindram Seksaria Institute of Technology and Science	www.sgsitsindore.in/

Mrs. Bhawna Nigam