Basic Information
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Name：Jiang, Yuanchun |
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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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Post：vice president |
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Phone： |
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Campus： |
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E-mail：ycjiang@hfut.edu.cn |
Personal Introduction
Dr. JANG Yuanchun, male, born in September 1980, is currently a professor, doctoral supervisor and Deputy Dean of the School of Management, Hefei University of Technology.
He is mainly engaged in the research of e-commerce and cyberspace management, business intelligence and big data analysis, etc. He has presided over the Excellent Youth Fund Project of the National Natural Science Foundation of China (NSFC), NSFC Major Research Program Incubation Project, the General Project of NSFC, the Youth Project of NSFC, the Humanities and Social Science Fund Project of the Ministry of Education, Doctoral Program Fund Project of Higher Education Institutions (New Teacher Category), Alibaba Young Scholar Support Program Project, Tencent CCF-Hornbill Program Project, Haier Rainforest Program Project, and other projects. He has published research papers in Marketing Science, IEEE TKDE, IEEE TSE, IEEE TDSC, ACM TOIS, ACM TKDD, EJOR, Management World and other academic journals at home and abroad, and has been granted more than 20 national invention patents and 3 software copyrights. He has published 3 academic monographs and 1 technical book. He has been awarded one second prize of the Excellent Achievement Award of Scientific Research in Higher Education Institions of the Ministry of Education and one first prize of Anhui Procincial Social Science Award. His main academic positions are: director of China Management Modernization Research Association, deputy director and secretary-general of the Special Committee on E-commerce and Cyberspace Management, director of China Information Economics Society, standing member of the Youth Working Committee of Double Law Research Association, and deputy director of Anhui Behavioral Science Society.
Work Experience
Professor of Hefei University of Technology, China Dec 2017 to present
Associate Professor of Hefei University of Technology, China Dec 2013 - Dec 2017
Lecturer of Hefei University of Technology, China Oct 2009 - Dec 2013
Education Background
Doctor Hefei University of Technology 2011
Bachelor Hefei University of Technology 2004
Awards Received
First Prize of Anhui Provincial Social Science Award in 2022
Special Prize of Anhui Provincial Teaching Achievement Award in 2020
First Prize of Anhui Provincial Teaching Achievement Award in 2020
Second Prize of Excellent Achievement Award in Scientific Research of Higher Education Institutions (Natural Science Award) in 2015
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.The impact of medical insurance payment systems on patient choice, provider behavior, and out-of-pocket rate: Fee-for-service versus diagnosis-related groups,DECISION SCIENCES,2023-03-14
4.Factors influencing electronic human resource management implementation in public organisations in an emerging economy: An empirical study,SOUTH AFRICAN JOURNAL OF BUSINESS MANAGEMENT,2023-02-07
5.A novel label-based multimodal topic model for social media analysis,DECISION SUPPORT SYSTEMS,2023-01-31
6.Why a user prefers an artwork: A deep attention model for artwork recommendation,JOURNAL OF INFORMATION SCIENCE,2022-09-30
7.Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer,INFORMATION SCIENCES,2022-08-01
8.Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion,INFORMATION PROCESSING & MANAGEMENT,2022-07-01
9.Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model,ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA,2022-06-01
10.Multi-dimensional Value Chain Model and Value Evaluation Method for Scientific Big Data,Frontiers of Science & Technology of Engineering Management,2022-05-27
11.Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks,ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA,2022-04-30
12.Examining the Effect of Organizational Leadership, Organizational Structure, and Employee Technological Capability on the Success of Electronic Human Resource Management,SAGE OPEN,2022-04-01
13.Exploiting Group Information for Personalized Recommendation with Graph Neural Networks,ACM TRANSACTIONS ON INFORMATION SYSTEMS,2022-04-01
14.Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis,INTERNET RESEARCH,2022-03-15
15.Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization,ELECTRONIC MARKETS,2022-03-01
16.Online personalized recommended product quality and e-impulse buying: A conditional mediation analysis,JOURNAL OF RETAILING AND CONSUMER SERVICES,2022-01-01
17.Uncovering information diffusion patterns in different networks using the L-metric,ENTERPRISE INFORMATION SYSTEMS,2021-11-26
18.Predicting personalized grouping and consumption: A collaborative evolution model,KNOWLEDGE-BASED SYSTEMS,2021-09-27
19.Modeling undecided voters to forecast elections: From bandwagon behavior and the spiral of silence perspective,INTERNATIONAL JOURNAL OF FORECASTING,2021-04-01
20.Hierarchical attention model for personalized tag recommendation,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2021-02-01
21.Using favorite data to analyze asymmetric competition: Machine learning models,EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2020-12-01
22.Segmenting market structure from multi-channel clickstream data: a novel generative model,ELECTRONIC COMMERCE RESEARCH,2020-09-01
23.Generative Adversarial Active Learning for Unsupervised Outlier Detection,IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2020-08-01
24.Detecting topic-level influencers in large-scale scientific networks,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2020-03-01
25.Leveraging friend and group information to improve social recommender system,ELECTRONIC COMMERCE RESEARCH,2020-03-01
26.4C Model:Value Discovery in Big Data,Management World,2020-02-05,36(2):129-223
27.iLDA: An interactive latent Dirichlet allocation model to improve topic quality,JOURNAL OF INFORMATION SCIENCE,2020-02-01
28.Cloud service recommendation based on unstructured textual information,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2019-08-01
29.Identifying social roles using heterogeneous features in online social networks,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2019-07-01
30.Service matchmaking for Internet of Things based on probabilistic topic model,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2019-05-01
31.Topic-based hierarchical Bayesian linear regression models for niche items recommendation,JOURNAL OF INFORMATION SCIENCE,2019-02-01
32.The Competition of Homophily and Popularity in Growing and Evolving Social Networks,SCIENTIFIC REPORTS,2018-10-18
33.An Evolution Model of Group Opinions Based on Social Judgment Theory (August 2018),IEEE ACCESS,2018-10-15,6:69288-69293
34.A hybrid approach for article recommendation in research social networks,JOURNAL OF INFORMATION SCIENCE,2018-10-01
35.A crowdsourcing-based topic model for service matchmaking in Internet of Things,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2018-10-01
36.Group recommendation based on a bidirectional tensor factorization model,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2018-07-01
37.Optimizing online recurring promotions for dual-channel retailers: Segmented markets with multiple objectives,EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2018-06-01
38.Recommendation Method for Niche Product Based on Multi-dimensional Similarity,Computer Engineering,2018-03-15,44(3):195-200
39.Online pricing with bundling and coupon discounts,INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH,2018-03-01
40.Collaborative matrix factorization mechanism for group recommendation in big data-based library systems,LIBRARY HI TECH,2018-02-05
41.Identifying impact of intrinsic factors on topic preferences in online social media: A nonparametric hierarchical Bayesian approach,INFORMATION SCIENCES,2018-01-01
Conference Paper
1.Helpfulness Prediction for VR Application Reviews: Exploring Topic Signals for Causal Inference,2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct),2022-12-15
2.Explore and Interpret the Correlations Among VR Applications,2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct),2022-12-15
3.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
4.Research on the Influence of Visual Cues on the Attractiveness of Product Display Pictures,The 15th (2020) Annual Conference of China Management,2020-12-11
5.Leveraging Cross Domain Recommendation Models to Alleviate Filter Bubble Problems,Conference of the Association-for-Information-Systems (AMCIS)Conference of the Association-for-Information-Systems (AMCIS),2020-08-10
6.Purchase Prediction Based on a Non-parametric Bayesian Method,52ndHawaii International Conference on System Sciences (HICSS)52ndHawaii International Conference on System Sciences (HICSS),2019-01-08
7.Design and Application of Regional Imaging Platform in the Context of Hierarchical Diagnosis and Treatment,The 13th (2018) Annual Conference of China Management,2018-11-03
8.Research on the Single Classification Collaborative Filtering Method Based on Personality Information Fusion,The 12th (2017) Annual Conference of China Management,2017-10-28
9.Research on Multi-objective Impact Maximization Based on Information Diffusion Scale, Interest and Budget,The 12th (2017) Annual Conference of China Management,2017-10-28
Project
1.Intelligent decision-making methods driven by multimodal data,2023-07-21,2025-07-20
2.Cloud Service Recommendation Method Based on Unstructured Text Information,2022-02-21,2022-12-31
3.Research on Multimedia Attack Detection and Robust Optimization Methods for Personalized Recommendation Systems,2022-01-01,2025-12-31
4.Construction and Practice of Scientific Research and Education Ability for Cultivating First Class Management Talents,2020-12-01,2022-12-01
5.Research on Key Technologies for Big Data Analysis of Hefei Water Supply Customer Service,2020-08-01,2021-08-31
6.Research on User Purchase Decision-making and Operation Optimization in Immersive Scene Live Broadcasting,2020-07-31,2020-12-31
7.Research on Analysis and Prediction of Complex Public Opinion Events Based on Multi-channel and Multimodal Big Data,2019-11-01,2021-10-31
8.Personalized Marketing Theory and Method,2018-01-01,2020-12-31
Social service
1.CAM Cyberspace Management Society,2018-11-01,Secretary-General
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.Group detection method and system based on spatiotemporal constraints,2023-04-15
2.Method and system for recognizing short text topics 1,2023-04-01
3.Method and system for product recommendation based on attention mechanism,2022-11-13
4.Optimization method and system for logistics split order based on substitute recommendation,2022-11-12
5.Method and system for predicting users' personalized demands ,2022-09-30
6.Complementary product recommendation method integrating scene images generated by users and personalized preferences,2022-09-13
7.Non-contact data analyzer for physical and mental health ,2022-09-06
8.Method and system, and storage medium for predicting product click-through rate based on image and text matching,2022-09-03
9.Personalized long-tail product recommendation methods and systems for reducing popularity bias,The invention,2022-04-01
10.Site selection-distribution method and system based on bacterial foraging algorithm and ant colony algorithm,The invention,2022-03-22
11.Recommendation methods and devices for niche projects,The invention,2022-03-22
12.Information dissemination methods that take user characteristics into account,The invention,2022-02-18
13.Scientific and technological big data evaluation system,Software Copyright,2022-01-25
14.Cloud service recommendation method based on unstructured text information,The invention,2021-09-28
15.Single-category collaborative filtering method based on user personality hierarchy,The invention,2021-09-14
16.Object division method and device based on object behavior and theme preference,The invention,2021-09-14
17.Intelligent recommendation methods, systems, and storage media based on truck-cargo matching,The invention,2021-08-10
18.Method for discovering network group formation mechanism based on hidden characteristics of social users,The invention,2021-08-10
19.Method for discovering implicit group based on hidden characteristics of online social users,The invention,2021-08-10
20.A single-category collaborative filtering method that integrates personality traits and item labels,The invention,2021-06-29
21.A site selection method for distribution centers based on bacterial foraging optimization algorithm,The invention,2021-06-29
22.Short text topic recognition methods and systems,The invention,2021-06-11
23.Personalized recommendation methods and devices based on co-evolution,The invention,2021-05-28
24.Automotive brand management system,Software Copyright,2021-05-06
25.Recommendation methods, devices, readable media, and electronic devices for artworks,The invention,2021-04-06
26.Site-selection method for EV battery distribution center(2018-541),The invention,2021-04-06
27.Social and community-based product recommendation methods, systems, and storage media,The invention,2021-03-09
28.Acquisition methods and systems for high-impact users at the topic level,The invention,2021-02-26
29.Analysis system for TopicModel4J text preprocessing and topic modeling,Software Copyright,2021-01-22
30.Niche product recommendation methods and devices based on Bayesian regression,The invention,2020-12-15
31.Label recommendation method for Q&A platform to integrate user implicit connection relationships,The invention,2020-10-16
32.Interactive topic modeling methods and devices considering expertise,The invention,2020-07-03
33.A Bayesian personalized ordering recommendation method considering label information,The invention,2020-03-17
34.A topic modeling approach based on data augmentation,The invention,2020-03-17
35.A recommendation approach to considering overlapping community effects,The invention,2020-02-14
36.A theme-sentiment joint modeling method considering user characteristic information,The invention,2020-02-11
37.A group recommendation method based on bidirectional tensor decomposition model,The invention,2019-07-19
38.A nearest neighbor collaborative filtering method based on product item feature augmentation,The invention,2018-03-09
Monograph
1.Network Data Collection Technology: Java web crawler Practice,PUBLISHING HOUSE OF ELECTRONICS INDUSTRY,2020-01-01
2.Data-driven Brand Relationship Management,SCIENCE PRESS,2019-12-01
Awards
1.National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2022-06-27
2.Teaching Achievement Award,Provincial level,2022-04-22
3.National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,National level,2021-08-31
4.The 7th Internet+ Innovation and Entrepreneurship Competition in Anhui Province,Provincial level,2021-08-26
5.Anhui Social Science Award,Provincial level,2021-07-22
6.Online Excellent Teaching Achievement Award,Provincial level,2020-12-31
7.National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2020-07-23
8.Teaching Achievement Award,Provincial level,2020-01-11
9.Teaching Achievement Award,Provincial level,2020-01-10
10.Teaching Achievement Award,Provincial level,2020-01-09
11.Teaching Achievement Award,Provincial level,2020-01-06
Textbooks
1.Introduction to Big Data Management and Application,Higher Education Press,2023-07-01
Courses Taught
Big Data Applications and Management--MBA
Big Data and Management Innovation--PhD Teaching
Introduction to Electronic Commerce--Undergraduate Teaching
New Progress in E-commerce--Undergraduate Teaching
