Basic Information
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Name：Ding, Yong |
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Gender：Male |
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Discipline：Information Management & Information Systems |
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Professional Title：Associate Professor |
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E-mail：dingyong@hfut.edu.cn |
Personal Introduction
Dr. DING Yong, male, born in August 1969, is currently an associate professor in the School of Management, Hefei University of Technology.
He is mainly engaged in research in the fields of information management and information systems, data mining and business intelligence, engineering and project management, etc. He has presided over many projects such as the Humanities and Social Sciences Project of the Ministry of Education, and published more than 50 academic papers in domestic and international academic journals such as Theory and Practice of Systems Engineering, Chinese Journal of Management Science, Data Analysis and Knowledge Discovery, etc. He has won one second prize of Anhui Provincial Science and Technology Award.
Work Experience
Teacher of Hefei University of Technology, Hefei, China Jun 2000 to present
Technician of Jianghuai Aviation Instrument Factory, Hefei, China Jul 1992 — Aug 1997
Education Background
Doctor Hefei University of Technology 2011
Master Hefei University of Technology 2000
Bachelor Anhui Institute of Technology 1992
Awards Received
Second Prize of Anhui Provincial Science and Technology Award in 2009
Intellectual Contribution
Journal Articles
1.A Combined Prediction Model of Total Retail Sales of Social Consumer Goods Based on VMD一DE一LSSVM Error Correction,Operations Research and Management Science,2023-06-25
2.Benchmarking state-of-the-art imbalanced data learning approaches for credit scoring,EXPERT SYSTEMS WITH APPLICATIONS,2023-03-01
3.Mining semantic features in current reports for financial distress prediction: Empirical evidence from unlisted public firms in China,INTERNATIONAL JOURNAL OF FORECASTING,2022-07-01
4.Dynamic Credit Scoring Method Based on Mixture Survival Analysis,System Engineering Theory and Practice ,2020-11-17,41(2):389-399
5.Comparative Text Classification Method Based on Topic and Keyword Feature,Computer Engineering and Applications ,2020-10-26,57(17):196-202
6."Predicting Online Ratings with Network Representation Learning and XGBoost",Data Analysis and Knowledge Discovery,2020-09-29,4(11):52-62
7.Mining Semantic Soft Factors for Credit Risk Evaluation in Peer-to-Peer Lending,JOURNAL OF MANAGEMENT INFORMATION SYSTEMS,2020-01-02
8."Choosing Portfolios Based on Bipartite Graph of P2P Lending Networks",Data Analysis and Knowledge Discovery,2019-12-25,3(12):76-83
9.Identifying helpful quality-related reviews from social media based on attractive quality theory,TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE,2019-11-17
10.Location Recommendation Algorithm Based on Location2vec,Computer Engineering,2019-07-15,45(7):212-216
11.Integrating geographical and temporal influences into location recommendation: a method based on check-ins,INFORMATION TECHNOLOGY & MANAGEMENT,2019-06-01
12.Loan default prediction by combining soft information extracted from descriptive text in online peer-to-peer lending,ANNALS OF OPERATIONS RESEARCH,2018-07-01
13.FRIENDS RECOMMENDATION ALGORITHM FOR INTEGRATING ONLINE AND OFFLINE BEHAVIOR IN LBSN,Computer Applications and Software,2018-04-15,35(4):276-280
14.Identifying Potential Customers Based on User-Generated Contents,Data Analysis and Knowledge Discovery,2018-03-25,2(3):1-8
15.A Novel behavioral scoring model for estimating probability of default over time in peer-to-peer lending,ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS,2018-01-01
16.The Default Prediction Combined with Soft Information in Online Peer-to-Peer Lending,Chinese Journal of Management Science,2017-12-05,25(11):12-21
17.A Study of Friends Recommendation Algorithm Consideing User's Preference of Making Friends in the LBSN,System Engineering Theory and Practice ,2017-11-25,37(11):2975-2982
Patents
1.Method and system for diagnosis of crop nutritional status based on multimodal deep learning,2023-04-18
2.Market-leading product demand analysis methods and systems in the social media environment,The invention,2021-04-06
Courses Taught
Project Management--MBA
Network Technology--Undergraduate Teaching
Computer Network--Undergraduate Teaching
ERP Practice--Undergraduate Teaching
Course Design of Modern Information System Analysis and Design--Undergraduate Teaching
Course Design of Modern Information System Analysis and Design--Undergraduate Teaching
