Faculty

Manojit Chattopadhyay

Associate Professor
mchattopadhyay@iimraipur.ac.in
7712474657

Additional Information


Manojit Chattopadhyay

Associate Professor

Ph.D (University of Calcutta), M.Phil (West Bengal University of Technology), MBA (Visva Bharati, Shantiniketan)

About Faculty

Area of Research

Business Intelligence in Decision Making, Modelling using Artificial Neural Network/Soft Computing/Visual Data Mining(Clustering), Cellular Manufacturing System/Group Technology, Digital Strategies in Business, Social Network Analysis

Education

Ph.D (University of Calcutta), M.Phil (West Bengal University of Technology), MBA (Visva Bharati, Shantiniketan)

Affiliation
i. IIM Raipur since April 2014
ii. PCMT, an affiliated college to West Bengal University of Technology approved by AICTE Govt. of India
iii. Industrial Engineering and Management department of West Bengal University of Technology
iv. Dept. of Business Management of University of Calcutta
v. IIAS School of Education, affiliated to Visva Bharati
vi. Pentasoft Technologies Ltd
v. PDVR, Varanasi, ICAR, Govt. of India

Awards & Recognitions
Research Associate on DBT project of Govt. of India at PDVR, Varanasi
Research

Journal Publications

>> Chattopadhyay, M., & Mitra, S. K. (2020). What Airbnb Host Listings Influence Peer-to-Peer Tourist Accommodation Price? . Journal of Hospitality & Tourism Research, https://doi.org/10.1177/1096348020910211

>> Singh, R., Charan, P., & Chattopadhyay, M. (2019). Dynamic capabilities and responsiveness: moderating effect of organization structures and environmental dynamism. DECISION, 46 (4), 301 - 319

>> Mitra, S. K., Chattopadhyay, M., & Jana, R. K. (2019). Spillover analysis of tourist movements within Europe. Annals of Tourism Research, 79 (C),

>> Pandey, V., Gupta, S., & Chattopadhyay, M. (2019). A framework for understanding citizens’ political participation in social media. Information Technology & People, ahead-of-print

>> Chattopadhyay, M., & Mitra, S. K. (2019). Do airbnb host listing attributes influence room pricing homogenously?. International Journal of Hospitality Management, 81, 54 - 64

>> Chattopadhyay, M., & Mitra, S. K. (2019). Determinants of revenue per available room: Influential roles of average daily rate, demand, seasonality and yearly trend. International Journal of Hospitality Management, 77, 573 - 582

>> Mitra, S. K., Chattopadhyay, M., & Jana, R. K. (2019). Spillover analysis of tourist movements within Europe. Annals of Tourism Research, 79(C) (https://doi.org/10.1016/j.annals.2019.102754),

>> Chattopadhyay, M., Sen, R., & Gupta, S. (2018). A comprehensive review and meta-analysis on applications of machine learning techniques in intrusion detection. Australasian Journal of Information Systems, 22, 1 - 27

>> Roy, V., Mitra, S. K., Chattopadhyay, M., & Sahay, B. S. (2018). Facilitating the extraction of extended insights on logistics performance from the logistics performance index dataset: A two-stage methodological framework and its application. Research in Transportation Business & Management, 28, 23 - 32

>> Chattopadhyay, M., & Mitra, S. K. (2018). Assessing the predictability of different kinds of models in estimating impacts of climatic factors on food grain availability in India. Opsearch, 55 (1), 50 - 64

>> Jha, R. K., Sahay, B. S., Chattopadhyay, M., & Gajpal, Y. (2018). A visual approach to enhance coordination among diagnostic units using self-organizing map. Decision, 45 (1), 27 - 41

>> Chattopadhyay, M., Garg, A. K., & Mitra, S. K. (2018). Herding by Foreign Institutional Investors: An Evidential Exploration for Persistence and Predictability. Journal of Behavioral Finance, 19 (1), 73 - 88

>> Chattopadhyay, M., & Mitra, S. K. (2018). Comparative decision models for anticipating shortage of food grain production in India. Theoretical and applied climatology, 131 (1-2), 523 - 530

>> Bera, S., Chattopadhyay, M., & Dan, P. K. (2018). A two-stage novel approach using centre ordering of vectors on agglomerative hierarchical clustering for manufacturing cell formation. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 232 (14), 2651 - 2662

>> Mitra, S. K., Bhatia, V., Jana, R. K., Charan, P., & Chattopadhyay, M. (2018). Changing value detrended cross correlation coefficient over time: Between crude oil and crop prices. Physica A: Statistical Mechanics and its Applications, 506, 671 - 678

>> Chattopadhyay, M., & Mitra, S. K. (2017). Applicability and effectiveness of classifications models for achieving the twin objectives of growth and outreach of microfinance institutions. Computational and Mathematical Organization Theory, 23 (4), 451 - 474

>> Mitra, S. K., Chattopadhyay, M., Charan, P., & Bawa, J. (2017). Identifying periods of market inefficiency for return predictability. Applied Economics Letters, 24 (10), 668 - 671

>> Mitra, S. K., Bawa, J., Kannadhasan, M., Goyal, V., & Chattopadhyay, M. (2017). Can profitability through momentum strategies be enhanced applying a range to standard deviation filter?. Finance Research Letters, 20, 269 - 273

>> Mitra, S. K., & Chattopadhyay, M. (2017). The nexus between food price inflation and monsoon rainfall in India: exploring through comparative data mining models. Climate and Development, 9 (7), 584 - 592

>> Das, G., Chattopadhyay, M., & Gupta, S. (2016). A comparison of self-organising maps and principal components analysis. International Journal of Market Research, 58 (6), 815 - 834

>> Chattopadhyay, M., Sengupta, S., & Sahay, B. S. (2016). Visual hierarchical clustering of supply chain using growing hierarchical self-organising map algorithm. International Journal of Production Research, 54 (9), 2552 - 2571

>> Chattopadhyay, M., & Chattopadhyay, S. (2016). Elucidating the role of topological pattern discovery and support vector machine in generating predictive models for Indian summer monsoon rainfall. Theoretical and Applied Climatology, 126 (1-2), 93 - 104

>> Chattopadhyay, M., & Mitra, S. K. (2015). Exploring asymmetric behavior pattern from Indian oil products prices using NARDL and GHSOM approaches. Energy Policy, 86, 262 - 272

>> Upadhyay, P., & Chattopadhyay, M. (2015). Examining mobile based payment services adoption issues. Journal of Enterprise Information Management, 28 (4), 490 - 507

>> Chattopadhyay, M., Sengupta, S., & Sahay, B. S. (2015). Prioritizing quality of product and service dimensions with respect to product-service system in public transport sector. Taylor & Francis , 54 (9), 2552 - 2571

>> Chattopadhyay, M., Dan, P. K., & Mazumdar, S. (2014). Comparison of visualization of optimal clustering using self-organizing map and growing hierarchical self-organizing map in cellular manufacturing system. Applied Soft Computing, 22, 528 - 543

>> Ghosh, T., Chattopadhyay, M., & Dan, P. (2013). Hybrid principal component analysis technique to machine-part grouping problem in cellular manufacturing system. International Journal of Advanced Operations Management (IJAOM), 5 (3), 237 - 260

>> Chattopadhyay, M., Sengupta, S., Ghosh, T., Dan, P. K., & Mazumdar, S. (2013). Neuro-genetic impact on cell formation methods of Cellular Manufacturing System design: A quantitative review and analysis. Computers & Industrial Engineering, 64 (1), 256 - 272

>> Chattopadhyay, M., Das, N., Dan, P. K., & Mazumdar, S. (2012). Growing hierarchical self-organizing map computation approach for clustering in cellular manufacturing. Journal of the Chinese Institute of Industrial Engineers, 29 (3), 181 - 192

>> Chattopadhyay, M., Dan, P. K., & Mazumdar, S. (2012). Application of visual clustering properties of self organizing map in machine–part cell formation. Applied soft computing, 12 (2), 600 - 610

>> Chattopadhyay, M., Dan, P. K., Majumdar, S., & Chakraborty, P. S. (2012). Application of neural network in market segmentation: a review on recent trends. Management Science Letters, 2 (2), 425 - 438

>> Dan, P., Chattopadhyaya, M., Mazumdar, S., & Chakraborty, P. (2012). Application of principal component analysis in machine-part cell formation. Management Science Letters, 2 (4), 1175 - 1188

>> Ghosh, T., Sengupta, S., Chattopadhyay, M., & Dan, P. (2011). Meta-heuristics in cellular manufacturing: A state-of-the-art review. International Journal of Industrial Engineering Computations. International Journal of Industrial Engineering Computations, 2 (1), 87 - 122

>> Chattopadhyay, M., Chattopadhyay, S., & Dan, P. K. (2011). Machine–part cell formation through visual decipherable clustering of self-organizing map. The International Journal of Advanced Manufacturing Technology, 52 (9-12), 1019 - 1030

>> Chattopadhyay, M., Dan, P. K., & Mazumdar, S. (2011). Principal component analysis and self-organizing map for visual clustering of machine-part cell formation in cellular manufacturing system. Systems Research Forum, 5 (1), 25 - 51

>> Ghosh, T., Dan, P., Sengupta, S., & Chattopadhyay, M. (2010). Genetic rule based techniques in cellular manufacturing (1992-2010): a systematic survey. International Journal of Engineering, Science and Technology, 2 (5), 198 - 215

>> Chattopadhyay, M., Dan, P. K., & Nityananda, D. (2009). Multivariate Analysis of Complete Linkage Clustering Method for Cell Formation in Group Technology. JIS Management Vista, 3 (1), 70 - 78

>> Chattopadhyay, M., & Nilanjan, S. (2008). Development of an audio watermarking algorithm based on secret key encryption and lsb replacement method for the use in digital rights management. JIS Management Vista, 1 (1), 55 - 62

>> Saha, G. K., Chattopadhyay M., Chandra G., & Hati A.K. (1999). Susceptibility Status of Malaria Vectors of India to Commonly Used Insectieides-A Review. Environment & Ecology, 17 (4), 783 - 798

>> Chattopadhyay, M. . Interactive Television. IIP UPDATE, 2, 21 - 0

Conference Papers

>> Chattopadhyay, M. (2018). Use of financial ratios in predicting Indian corporate bankruptcy. 85th International Atlantic Economic Conference

>> Chattopadhyay, M., & Mitra, S. K. (2017). Efficient Predictive Modelling of Corporate Bankruptcy in India. Contemporary Economic Policy (CEP) Sessions- WEA 2017 International Conference

>> Chattopadhyay M., Jha, R.K., & Gajpal, Y. (2017). Optimizing operation theatre scheduling to mitigate the disturbance caused by emergency patients. XXI Annual International Conference of the Society of Operations Management (SOM)

>> Ghosh, I., Paul, P. K., Chattopadhyay, M., & Dan, P. K. (2016). Delving the Interrelationship of Factors Affecting Product Development in Indian Consumer Durable Industry: A Multivariate Data Analytics Approach. 2nd International Conference on Big Data & Analytics for Business, Army Institute Of Management & Technology (AIMT) New Delhi, pp. 74-90, ISBN: 978-194482051-0

>> Chattopadhyay, M. (2015). Clustering behaviour of mutual fund investors in India-a deep insight. World Business, Finance and Management Conference, New Zealand

>> Sen R., Chattopadhyay M., & Sen, N. (2015). An Efficient Approach to Develop an Intrusion Detection System Based on Multi-Layer Backpropagation Neural Network Algorithm. SIGMIS-CPR '15 Computers and People Research Conference, Newport Beach, CA, USA, ISBN 978-1-4503-3557-7, pp. 105-108

>> Bhaumik H., Chakraborty B., & Chattopadhyay M. (2014). Towards Reliable Clustering of English Text Documents using Correlation Coefficient. 6th International Conference on Computational Intelligence and Communication Networks (ICCICN), Kolkata, Proceeding IEEE Computer Society, pp. 530-535

>> Sen, N., Sen, R., & Chattopadhyay, M. (2014). An Effective Back Propagation Neural Network Architecture For The Development Of An Efficient Anomaly Based Intrusion Detection System. 6th International Conference on Computational Intelligence and Communication Networks (ICCICN 2014), Kolkata, Proceeding IEEE Computer Society, pp. 1054-1058

>> Chattopadhyay, M., Das, N., Dan, P. K., & Majumdar, S. (2011). A Growing Hierarchical Self-Organizing Map approach for machine-part cell formation. 5th Indian International Conference on Artificial Intelligence (IICAI),Tumkur,Karnataka, ISBN 978-0-9727412-8-6, pp. 190-205

>> Chattopadhayay M., Dan P.K., & Mazumdar S. (2011). Assessing Two Visual Clustering Approaches: PCA and SOM for Clustering Machine-Part Cell Formation. 1st National Conference on Industrial Engineering (NCIE), Department of Industrial Engineering & Management at West Bengal University of Technology, Kolkata

>> Roy, M., Ayanangshu, S., & Chattopadhayay M. (2011). A time series analysis of the co-movement of major components of Indian stock markets in the face of recession. 4th Annual International Conference on Management & Social Welfare Issues: Contemporary Perspectives, Indian Institute of Social Welfare and Business Management, Kolkata

>> Chattopadhayay M., Dan P. K., & Mazumdar S. (2010). An analysis with Future Trend of Artificial Neural Network Techniques Applied in Market Segmentation . 1st International Marketing Conference (MARCON)

>> Chattopadhyay, M., Surajit, Dan P.K., & Das N. (2010). SOM Clustering in Cellular Manufacturing. National Conference of Computing and Systems, Burdwan University

>> Chattopadhyay, M., Dan P. K., & Das, N. (2009). Application of Self Organizing Map in Machine-Part Cell Formation . 4th Indian International Conference on Artificial Intelligence, IICAI 2009, Tumkur, Karnataka

>> Chattopadhyay, S., & Chattopadhyay, M. (2007). A Soft Computing technique in rainfall forecasting. 1st International Conference on Information Technology, INTL-INFOTECH 2007 Proceedings Vol. I, pp. 489-493

Cases

>> Chattopadhyay, M., Mitra, U., & Ghosh, G. (2019). Evergreen Litchi Orchard, Case Centre, Case Reference No. 319-0344-1 U.

>> Jha R. K., Sahay, B. S., Chattopadhyay, M., & Gajpal, Y. (2016). Capacity Expansion At Ramakrishna Care Hospital, Case Centre, Case Reference No. 616-0010-1 .

>> Chattopadhyay, M., Ansari, S., & Gupta, S. (2019) . Xoxoday.com: Customer Engagement through Social Media. Ivey Publishing

Chapter in Book

>> Chattopadhyay, M. (2015). Modelling of Intrusion Detection System Using Artificial Intelligence—Evaluation of Performance Measures. Complex System Modelling and Control Through Intelligent Soft Computations Studies in Fuzziness and Soft Computing Volume 319

Memberships

i. Association for Computing Machinery (ACM) ACM Membership ID: 0279542
ii. Member of Young Researchers Committee of World Federation of Soft Computing (WFSC)
iii. Member of Soft Computing Research Society
iv. Member of Western Economic Association International
v. International Association of Computer Science and Information Technology (IACSIT) Member No.: 80342562

Training and Consultancy

i. Programme Director on Professional Development Training under the PDT- XIII under TEQIP III November 18 22, 2019

ii. As a Program Director organised and conducted 1st Professional Development Training under TEQIP-III for senior faculty of TEQIP-III Institutions, that started from 14-12-2017 to 18-12-2017

iii. As a Program Director organised and conducted Management Development Programme for Officers of Department of Economics and Statistics (Phase-II), IIM Raipur Campus, 19th -23rd September 2016

iv. As a Program Director organised and conducted FDP Program FDP-IXth under TEQIP-II at IIM Raipur  from 07-09-15 to 12-09-15

v. As a Program Director organised and conducted MDP Program on Business Analytics at IIM Raipur held during April 09, 2015 to April 11,2015

vi. Lecture and training on Matlab Neural Network Toolbox in the workshops at dept. of information technology, MCKVie, Liluah on 24th -26th Nov,09 and at RCCIIT, Beleghata, Kolkata on 4th March, 09 (AICTE sponsored FDP programmes)

vii. Transfer of technology through mass production, providing training to the Govt. Officials (Central & State), NGOs and scientists of other sectors


SELECTED LIST OF INDUSTRIAL PROJECTS:


i. Advertisement Management System (Using Oracle 8 and Developer 2000) for a reputed News Paper, Dainik Janakantha at Dhaka, Bangladesh

ii. Fourth Fisheries Project (International Development Agency Funded Project): Project Proposal making, CRS, SRS etc for Pentasoft Technologies at Dhaka, Bangladesh

iii. Department of Livestocks and Animal’s, Dhaka, Bangladesh- Database Development, and Analytical Report preparation including analysis, Design and back up plan

iv. Girl Child Stipend project of Bangladesh Govt funded by International Development Funding authority (Analysis and Implementation plan)






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