Profiles and Activities : National University Corporation Fukushima University

Profile

Yanwen Dong(Professor)

Home Page アイコン

Affiliated Specialty Division Division of Industrial System
Specialized Field of Study Management Information System (MIS) and Business Intelligence (BI)
Final Academic Background Osaka Prefecture University Graduate School of Engineering
Academic Degree Ph.D (Osaka Prefecture University)
顔写真

Courses In Charge

Industrial Management
This is a basic lesson of Industrial Management, including basic methods of IE, quality control, production management and etc.
Management Information System
This lecture aims at understanding the overview of management information systems. The students can learn the basic knowledge / technology about management systems and information systems. They can also experience how to develop a management information system through practice hours.

Main Research

Theory and application of intellectual production information system
1. Fuzzy Scheduling
2. Developing Methodology of Information Systems in Medium and Small-Sized Enterprises
3. Fuzzy Programming Problem with Recourse
4. Data Mining

Current research theme:
(1) Methodology and system for assessment of small-businesses’ credit based on daily transaction data
(2) Experimental Study of Human Factors’ Impact on Cellular Manufacturing and Production Line System

Introduction of Laboratory

At Dong laboratory, we provide students with highly-qualified research staff and a variety of education program, bringing students freedom with generosity to encourage the spirit of science combined with talent for liberal arts. The students can learn not only the basic knowledge / technology about management information systems and computers but also the basic knowledge of money making. We aim at training the students to have the management sense that is necessary in the future as a manager.

Recent Writings, etc.

1. Yanwen Dong and Xiying Hao: "Experimental Study and Statistical Analysis of Human Factors' Impact in Cell Production System", Computational Management Science, State of the Art 2014 (Lecture Notes in Economics and Mathematical Systems 682, Raquel J. Fonseca, Gerhard-Wilhelm Weber, João Telhada Editors), Springer International Publishing, Switzerland. pp.107-113 (2016).
2. Yanwen Dong: Data Science for Management and Credit Risk Assessment, Kyoritsu Shuppan Co.,2015
3. Yanwen Dong, Xiying Hao, Chunji Yu: "Comparison of Statistical and Artificial Intelligence Methodologies in Small-Businesses’ Credit Assessment Based On Daily Transaction Data", ICIC Express Letters, An International Journal of Research and Surveys,Vol.5, No.5, pp.1725-1730 (2011).
4. Dong Yanwen: “Application of Hybrid Method of Bagging and Case-Based Reasoning to Solve Small-Businesses’ Credit Assessment Problems", INFORMATION, Vol.14, No.2, pp.399-409 (2011)
5. DONG Yanwen: "Application of Bagging for Solving Small-Businesses’ Credit Assessment Problems Based On Daily Transaction Data", 中国管理信息化(China Management Informationization), 2009, No.15, pp.115-119 (2009).
6. Yanwen Dong: “Development of A Customer Credit Evaluation System via Case-based Reasoning Approach”, ASIA-PACIFIC JOURNAL OF INDUSTRIAL MANAGEMENT, Vol.1, No.1, pp.1-7 (2008).
7. Ynawen DONG:"An Application of Support Vector Machines in Small-Business Credit Scoring", Proceedings of The Second International Conference on Innovative Computing, Information and Control (ICICIC2007), CD-ROM, Kumamoto, Japan, September 5 - 7(2007).
8. Ynawen DONG: "A Case Based Reasoning System for Customer Credit Scoring: Comparative Study of Similarity Measure", Proceedings of The 51st Annual Meeting of the International Society for the Systems Sciences, CD-ROM, Tokyo, Japan, August 5-10(2007).
9. Yanwen DONG: "A Case Based Reasoning System for Evaluating Customer Credit", Journal of Japan Industrial Management Association, Vol.57, No.2, pp.144-152 (2006). (In Japanese)
10. Yanwen Dong:"A Comparative Study of Possibilistic Programming Model for Vehicle Routing Problem with Fuzzy Demands", International Conference on Logistics & Supply Chain Management 2006, CD-ROM, Hong Kong, January 5-7 (2006).
11. Yanwen Dong: “One Machine Fuzzy Scheduling to Minimize Total Weighted Tardiness, Earliness, and Recourse Cost”, International Journal of Smart Engineering System Design, Vol.5, No.3, pp.135-147 (2003).
12. Yanwe DONG:"A Data Mining System for Small and Medium Enterprises", Journal of Commerce, Economics and Economic History, Vol.71, No.1, pp.17-36 (2002). (In Japanese)
13. Yanwen DONG, Masatoshi Kitaoka: "Finding and Choosing Fuzzy Shortest Paths", Journal of The Japan Society of Logistics Systems, Vol.2, No.1, pp.37-47 (2001). (In Japanese)

Back