Basic Information
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Name：Chai, Yidong |
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Gender：Male |
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Discipline：E-Business and E-Commerce |
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Professional Title：Professor |
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E-mail：chaiyd@hfut.edu.cn |
Personal Introduction
Dr. CHAI Yidong, male, born in February 1992, is a researcher in the School of Management, Hefei University of Technology. He was a visiting scholar at the University of Arizona, USA.
He is mainly engaged in the research of management information system security, medical and health care management, intelligent business, etc. He has presided over many projects such as the Youth Fund Project of Natural Science Foundation of China, etc. He has published 11 academic papers in domestic and international academic journals such as MISQ, ISR, JMIS, IEEE TPAMI, IEEE TDSC, Chinese Journal of Management Science, etc. He has also published one monograph, authorized 5 invention patents and received WITS 2021 Best Paper Award.
His main academic positions include: Director of Anhui Behavioral Science Society, Editorial Board Member of Industrial Management & Data Systems (SCI), and Co-Chair of PACIS 2023 Design Science in IS Track.
Work Experience
Researcher of Hefei University of Technology, China Aug 2020-Apr 2023
Education Background
Doctor Tsinghua University 2020
Bachelor Beijing Institute of Technology 2014
Awards Received
WITS Best Paper Award at the International Information Systems Conference in 2021
Intellectual Contribution
Journal Articles
1.A deep interpretable representation learning method for speech emotion recognition,INFORMATION PROCESSING & MANAGEMENT,2023-11-30
2.Why some products compete and others don't: A competitive attribution model from customer perspective,DECISION SUPPORT SYSTEMS,2023-06-30
3.Motion Sensor-Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach,INFORMATION SYSTEMS RESEARCH,2023-03-12
4.Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity,IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2023-02-01
5.Deep Learning for Information Systems Research,JOURNAL OF MANAGEMENT INFORMATION SYSTEMS,2023-01-02
6.WEARABLE SENSOR-BASED CHRONIC CONDITION SEVERITY ASSESSMENT: AN ADVERSARIAL ATTENTION-BASED DEEP MULTISOURCE MULTITASK LEARNING APPROACH,MIS QUARTERLY,2022-09-30
7.Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion,INFORMATION PROCESSING & MANAGEMENT,2022-07-01
8.LINKING EXPLOITS FROM THE DARK WEB TO KNOWN VULNERABILITIES FOR PROACTIVE CYBER THREAT INTELLIGENCE: AN ATTENTION-BASED DEEP STRUCTURED SEMANTIC MODEL,MIS QUARTERLY,2022-06-01
9.CROSS-LINGUAL CYBERSECURITY ANALYTICS IN THE INTERNATIONAL DARK WEB WITH ADVERSARIAL DEEP REPRESENTATION LEARNING,MIS QUARTERLY,2022-06-01
10.Assessing and Enhancing Adversarial Robustness of Predictive Analytics: An Empirically Tested Design Framework,JOURNAL OF MANAGEMENT INFORMATION SYSTEMS,2022-04-03
11.Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach,JOURNAL OF MANAGEMENT INFORMATION SYSTEMS,2021-10-02
12.Glaucoma diagnosis in the Chinese context: An uncertainty information-centric Bayesian deep learning model,INFORMATION PROCESSING & MANAGEMENT,2021-03-01
Conference Paper
1.Identification of Key Features for VR Applications with VREVIEW: A Topic Model Approach,IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR),2022-03-12
Project
1.Research on Doctor Recommendation System Considering the Uncertainty of Machine Learning Models,2022-01-01,2024-12-31
2.Research on Machine Learning and Intelligent Management,2021-04-01,2023-12-31
Research Reports
1.Research Report on Security Management Requirements in Data Circulation Transactions,other,2022-07-01
2.Research Report on the Model of Anhui Big Data Trading Center (Platform),The provincial level,2020-12-01
Patents
1.Complementary product recommendation method integrating scene images generated by users and personalized preferences,2022-09-13
2.Scientific and technological big data evaluation system,Software Copyright,2022-01-25
3.Automotive brand management system,Software Copyright,2021-05-06
4.Analysis system for TopicModel4J text preprocessing and topic modeling,Software Copyright,2021-01-22
Courses Taught
Course Design of Big Data Mining Practice--Undergraduate Teaching
