Madan Lal Yadav

Overview:

Madan Lal Yadav has 9 years of experience in teaching and research (including PhD). He has worked as an Assistant professor at Amity School of Engineering and Technology Noida from 2010 to 2014 and at Goa institute of Management Goa from September, 2019 to August, 2020. Madan's research work has been published in some reputed journals like International Journal of Hospitality Management (A* of ABDC list), knowledge-based systems (A of ABDC list), and Journal of Information & Knowledge Management (C of ABDC list).

Academic background:

• PhD: Information Systems, Indian Institute of Management Shillong
• M.Tech: Software Engineering, Indian Institute of Information Technology Allahabad
• B.Tech: Information Technology, JSS Academy of Technical Education Noida

Teaching Interests:

• Data Mining and Machine Learning
• Text Mining
• Data Analytics
• Management Information Systems
• Web and Social Media Analytics

Research Interests:

1. Machine learning
2. Text Analytics
3. Social Media Analysis
4. Aspect Extraction
5. Domain Lexicon Development
6. Sentiment Analysis

Research Publication:

1. Yadav, M. L., & Roychoudhury, B. (2019). Effect of trip mode on opinion about hotel aspects: A social media analysis approach. International Journal of Hospitality Management, 80, 155-165. (ABDC category: A*)
2. Yadav, M. L., & Roychoudhury, B. (2019). Effectiveness of Domain-Based Lexicons vis-à-vis General Lexicon for Aspect-Level Sentiment Analysis: A Comparative Analysis. Journal of Information & Knowledge Management, 1950033-1950041. (ABDC category: C)
3. Yadav, M. L., & Roychoudhury, B. (2018). Handling missing values: A study of popular imputation packages in R. Knowledge-Based Systems, 160, 104-118. (ABDC category: A)
4. Gupta, N., Gupta, R., & Yadav, M. L. (2013). Implementation of e-patrolling using J2EE N-Tier Architecture. International Journal of Computer Applications, 68(7), 31-36.
5. Nitika, Yadav, M. L. (2013). A Fuzzification Approach for Prediction of Heart Disease. IJETT,4(5), 2068-2071.
6. Khanna, K., & Yadav, M. L. A Swarm Based Approach to Improve Traditional Document Clustering Approach. International Journal on Recent and Innovation Trends in Computing and Communication, 1(5), 433-437.
7. Jayvardhan, Thomas, S.V., Yadav, M. L. (2013). Prediction Accuracy Comparison of Similarity Measures in Memory Based Collaborative Filtering Recommender Systems. IJERT, 2(6), 1105-1108.
8. Thomas, S.V., Jayvardhan, Yadav, M. L. (2013). Text Summarization Using Synset Ranking. IJERT, 2(6), 962-964.
9. Agarwal, P., Yadav, M. L., Anand, N. (2013). Study on Apriori Algorithm and its Application in Grocery Store. IJCA, 74(14), 1-8.

Conference Presentation:

1. Gupta, N., & Yadav, M. L. (2014, September). An implementation and analysis of DSR using market basket analysis to improve the sales of business. In 2014 5th International Conference-Confluence The Next Generation Information Technology Summit (Confluence) (pp. 82-86). IEEE.
2. Yadav, M.L., Purbey, S., Roychoudhury, B.(2018). Information and Communication Technologies Role in Hotel Services and Its Impact in Selection of Tourist Destination. In International Conference on Sustainable Tourism and Hospitality Marketing: Setting Agenda for Future Research (STHMCON - 2018)