Gazi Murat Duman received his BSc. in Industrial Engineering from Yildiz Technical University, and his MBA from Sakarya University in Turkey. Following his employment as an operations specialist and analyst in one of the biggest 3PL companies in Istanbul, he earned his MSc. in Information Technology from Southern New Hampshire University. Focusing on data analytics and decision-making, he received his Ph.D. degree in Technology Management from the University of Bridgeport. Dr. Duman combines his extensive industry 黑料社 in supply chain management and logistics operations with his interdisciplinary research creating solutions for current and emerging issues.
He joined the University of New Haven in Fall 2021 as the Program Coordinator of Masters in Business Analytics and he is currently serving as the Chair in the Department of Economics & Business Analytics. Prior to the University of New Haven, he worked as an Assistant Professor at Mercy College and at the University of Bridgeport. His primary research interests are decision making under uncertainty, sustainable supply chains, data analytics, machine learning, applied artificial intelligence, fuzzy and grey systems, and operations research.
Academic Papers in Journals
Zel, S., Duman, G. M., & Kongar, E. (2021). Engaging Learners in Synchronous Online Training Using Facial Expression Analysis Technology. IEEE Engineering Management Review.
Duman, G. M., Kongar, E. and Gupta, S. M., 鈥淧redictive Analysis of Electronic Waste For Reverse Logistics Operations: A Comparison of Improved Grey Models鈥, Soft Computing.
Duman, G. M., Kongar, E. and Gupta, S. M., 鈥淓stimation of Electronic Waste Using Optimized Multivariate Grey Models鈥, Waste Management, Vol. 96, No. 1, 241-249, 2019.
Duman, G. M., ElSayed, A., Kongar, E. and Gupta, S. M., 鈥淎n Intelligent Multi-Attribute Group Decision Making Approach for Performance Evaluation: A Food Industry Case Study For Preference Elicitation鈥, IEEE Transactions on Engineering Management, 2019.
Duman, G. M., Taskaynatan, M., Kongar, E. and Rosentrater, K. A., 鈥淚ntegrating Environmental and Social Sustainability Into Performance Evaluation: A Balanced Scorecard-Based Grey-DANP Approach for the Food Industry鈥, Frontiers in Nutrition, 2018.
Duman, G. M., Tozanli, O., Kongar, E. and Gupta, S. M., 鈥淎 Holistic Approach for Performance Evaluation Using Quantitative and Qualitative Data: A Food Industry Case Study鈥, Expert Systems with Applications, Vol. 81, No. 1, 410-422, 2017.
Tozanli, O, Duman, G.M., Kongar, E., and Gupta, S. M., 鈥淓nvironmentally Concerned Logistics Operations in Fuzzy Environment: A Literature Survey鈥, Logistics, 1(1), 4; 2017.
Book Chapters
Duman, G. M., Kongar, E. and Gupta, S. M., 鈥淐hapter 15: A Group Decision Making Approach Using Fuzzy AHP and Fuzzy VIKOR for Green Supplier Evaluation鈥 in "Sustainable Production and Logistics: Modeling and Analysis", CRC Press.
Duman, G. M., Kongar, E. and Gupta, S. M., 鈥淐hapter 5: A Holistic Grey-MCDM Approach For Green Supplier Elicitation In Responsible Manufacturing鈥 in "Responsible Manufacturing: Issues Pertaining to Sustainability鈥, CRC Press.
Academic Papers in Conference Proceedings
Duman, G. M., Kongar, E. and Gupta, S. M. 鈥淥ptimized Support Vector Machine in Multi- Class Text Classification鈥, NEDSI Annual Conference, March 26-27, Online, 2021.
Duman, G. M., Kongar, E. and Gupta, S. M. 鈥淎 Comparison of Machine Learning Methods in Multi- Class Text Classification鈥, NEDSI Annual Conference, March 26-28, Cambridge, MA, 2020.
Duman, G. M., Kongar, E. and Gupta, S. M., 鈥淓stimation of Electronic Waste To Improve Reverse Logistics Operations: A Comparison of Optimized Multivariate Grey Models鈥, POMS 30th Annual Conference, May 4 - 6, Washington DC, 2018.
Duman, G. M., Kongar, E. and Gupta, S. M. 鈥淔orecasting Electronic Waste For Reverse Logistics Operations Using Optimized Grey Models鈥, NEDSI Annual Conference, April 2-4, Philadelphia, PA, 2019.
Duman G. M. and Kongar, E., 鈥淎 Balanced Scorecard-Based Approach To Integrate Sustainability Into The Operational Performance: A Food Industry Case Study鈥, 2018 INFORMS Annual Conference November 4-8, Phoenix, AZ.
Duman G. M., ElSayed A. and Kongar, E., 鈥淎 Hybrid Multi Attribute Decision Making (MADM) Approach for Performance Evaluation: A Food Industry Case Study鈥, 2018 IISE Annual Conference May 19-22, Orlando, FL.
Duman G. M. and Kongar, E., 鈥淚ntegrating Environmental and Social Sustainability into Performance Evaluation: A MADM Approach for Food Industry鈥, 2018 POMS Annual Conference May 4-7, Houston, TX.
Duman, G. M. and Kongar, E., 鈥淐ombining Grey-AHP and Grey-TOPSIS Methods for Green Supplier Selection鈥, the 15th International Logistics and Supply Chain Congress, October 19-20, 2017, Istanbul, Turkey.
Duman, G. M., Tozanli, O., Kongar, E., 鈥淏ig Data Analytics in Sustainable Logistics and Supply Chain Management: A Literature鈥, NEDSI Annual Conference, March 22-25, Springfield, MA, 2017.
ElSayed, A., Tozanli, O., Duman, G. M., and Kongar, E., 鈥淐omputer Vision Application for Environmentally Conscious Smart Painting Truck鈥, International Conference on Remote Engineering and Virtual Instrumentation (REV2017), March 15 -17, Columbia University, NY, 2017.
Duman, G. M., Tozanli, O., and Kongar, E., 鈥淎 Hybrid Data Envelopment Analysis Approach for Performance Evaluation: A Food Industry Case Study鈥, POMS 27th Annual Conference, May 6 - 9, Orlando, 2016.
Tozanli, O., Duman, G. M., and Kongar, E., 鈥淪ustainable Supply Chain Management in Fuzzy Environment: A Literature Survey鈥, POMS 27th Annual Conference, May 6 - 9, Orlando, 2016. (Invited paper).
Duman, G. M., Vo, B., Kongar, E., "A Hybrid Multi-Criteria Decision Making Approach for Green Supplier Selection " NEDSI Annual Conference, April 1-3, Alexandria, VA, 2016.
Duman, G. M. and Kongar, E. (2015). A data envelopment analysis approach to evaluate the efficiency of service and delivery operations. Paper presented at the American Society For Engineering Education (ASEE). Boston, MA: Northeast Section, Northeastern University.
Courses Taught
- Computer Concepts
- Introduction to Business Intelligence & Business Analytics
- Research Methods for Business
- Information Systems & Knowledge Management
- Technical Concepts for Analytics Professionals
- Foundations in Advanced Business Analytics
- Operations Management
- Relational Database Management with SQL
- Econometrics
- Data Analytics Capstone
- Data Visualization and Communication
- Marketing Analytics
Other Academic Activities
- Guest Editor in MDPI Sustainability, Special Issues: "Sustainable Development of Supply Chains and Systems"
- Guest Editor in Springer Nature Operations Research Forum, Advances and Applications in Supply Chain Management Issue
- Reviewer in IEEE-Transactions on Engineering Management
- Reviewer in International Journal of Productivity and Performance Management
- Reviewer in MDPI Sustainability
- Reviewer in MDPI Applied Sciences
- Reviewer in MDPI Mathematics
- Reviewer in Springer Applied Sciences
- Reviewer in Elsevier Sustainable Production and Consumption