Curriculum Vitae

Basic Information

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.Segmenting market structure from multi-channel clickstream data: a novel generative model,ELECTRONIC COMMERCE RESEARCH,2020-09-01
2.Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion,INFORMATION PROCESSING & MANAGEMENT,2022-07-01
3.Detecting topic-level influencers in large-scale scientific networks,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2020-03-01
4.Leveraging friend and group information to improve social recommender system,ELECTRONIC COMMERCE RESEARCH,2020-03-01
5.A hybrid approach for article recommendation in research social networks,JOURNAL OF INFORMATION SCIENCE,2018-10-01
6.Hierarchical attention model for personalized tag recommendation,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2021-02-01
7.Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization,ELECTRONIC MARKETS,2022-03-01
8.Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer,INFORMATION SCIENCES,2022-08-01
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.Group recommendation based on a bidirectional tensor factorization model,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2018-07-01
11.Cloud service recommendation based on unstructured textual information,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2019-08-01
12.Online pricing with bundling and coupon discounts,INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH,2018-03-01
13.Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis,INTERNET RESEARCH,2022-03-15
14.Optimizing online recurring promotions for dual-channel retailers: Segmented markets with multiple objectives,EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2018-06-01
15.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
16.Uncovering information diffusion patterns in different networks using the L-metric,ENTERPRISE INFORMATION SYSTEMS,2021-11-26
17.Online personalized recommended product quality and e-impulse buying: A conditional mediation analysis,JOURNAL OF RETAILING AND CONSUMER SERVICES,2022-01-01
18.An Evolution Model of Group Opinions Based on Social Judgment Theory (August 2018),IEEE ACCESS,2018-10-15,6:69288-69293
19.Using favorite data to analyze asymmetric competition: Machine learning models,EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2020-12-01
20.4C Model:Value Discovery in Big Data,Management World,2020-02-05,36(2):129-223
21.A crowdsourcing-based topic model for service matchmaking in Internet of Things,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2018-10-01
22.Topic-based hierarchical Bayesian linear regression models for niche items recommendation,JOURNAL OF INFORMATION SCIENCE,2019-02-01
23.Identifying social roles using heterogeneous features in online social networks,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2019-07-01
24.Collaborative matrix factorization mechanism for group recommendation in big data-based library systems,LIBRARY HI TECH,2018-02-05
25.iLDA: An interactive latent Dirichlet allocation model to improve topic quality,JOURNAL OF INFORMATION SCIENCE,2020-02-01
26.Modeling undecided voters to forecast elections: From bandwagon behavior and the spiral of silence perspective,INTERNATIONAL JOURNAL OF FORECASTING,2021-04-01
27.Exploiting Group Information for Personalized Recommendation with Graph Neural Networks,ACM TRANSACTIONS ON INFORMATION SYSTEMS,2022-04-01
28.Predicting personalized grouping and consumption: A collaborative evolution model,KNOWLEDGE-BASED SYSTEMS,2021-09-27
29.Generative Adversarial Active Learning for Unsupervised Outlier Detection,IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2020-08-01
30.Identifying impact of intrinsic factors on topic preferences in online social media: A nonparametric hierarchical Bayesian approach,INFORMATION SCIENCES,2018-01-01
31.Service matchmaking for Internet of Things based on probabilistic topic model,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2019-05-01
32.Recommendation Method for Niche Product Based on Multi-dimensional Similarity,Computer Engineering,2018-03-15,44(3):195-200
33.The Competition of Homophily and Popularity in Growing and Evolving Social Networks,SCIENTIFIC REPORTS,2018-10-18

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
2.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
3.Research on the Single Classification Collaborative Filtering Method Based on Personality Information Fusion,The 12th (2017) Annual Conference of China Management,2017-10-28
4.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
5.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
6.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
7.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

Project
1.Research on User Purchase Decision-making and Operation Optimization in Immersive Scene Live Broadcasting,2020-07-31,2020-12-31
2.Construction and Practice of Scientific Research and Education Ability for Cultivating First Class Management Talents,2020-12-01,2022-12-01
3.Research on Key Technologies for Big Data Analysis of Hefei Water Supply Customer Service,2020-08-01,2021-08-31
4.Research on Analysis and Prediction of Complex Public Opinion Events Based on Multi-channel and Multimodal Big Data,2019-11-01,2021-10-31
5.Research on Multimedia Attack Detection and Robust Optimization Methods for Personalized Recommendation Systems,2022-01-01,2025-12-31
6.Personalized Marketing Theory and Method,2018-01-01,2020-12-31
7.Cloud Service Recommendation Method Based on Unstructured Text Information,2022-02-21,2022-12-31

Social service
1.CAM Cyberspace Management Society,2018-11-01,Secretary-General

Research Reports
1.Research Report on the Model of Anhui Big Data Trading Center (Platform),The provincial level,2020-12-01
2.Research Report on Security Management Requirements in Data Circulation Transactions,other,2022-07-01

Patents
1.A single-category collaborative filtering method that integrates personality traits and item labels,The invention,2021-06-29
2.Single-category collaborative filtering method based on user personality hierarchy,The invention,2021-09-14
3.Social and community-based product recommendation methods, systems, and storage media,The invention,2021-03-09
4.Scientific and technological big data evaluation system,Software Copyright,2022-01-25
5.Analysis system for TopicModel4J text preprocessing and topic modeling,Software Copyright,2021-01-22
6.Acquisition methods and systems for high-impact users at the topic level,The invention,2021-02-26
7.Cloud service recommendation method based on unstructured text information,The invention,2021-09-28
8.Recommendation methods, devices, readable media, and electronic devices for artworks,The invention,2021-04-06
9.A Bayesian personalized ordering recommendation method considering label information,The invention,2020-03-17
10.A recommendation approach to considering overlapping community effects,The invention,2020-02-14
11.A group recommendation method based on bidirectional tensor decomposition model,The invention,2019-07-19
12.A theme-sentiment joint modeling method considering user characteristic information,The invention,2020-02-11
13.Personalized long-tail product recommendation methods and systems for reducing popularity bias,The invention,2022-04-01
14.Intelligent recommendation methods, systems, and storage media based on truck-cargo matching,The invention,2021-08-10
15.A site selection method for distribution centers based on bacterial foraging optimization algorithm,The invention,2021-06-29
16.Site selection-distribution method and system based on bacterial foraging algorithm and ant colony algorithm,The invention,2022-03-22
17.Site-selection method for EV battery distribution center(2018-541),The invention,2021-04-06
18.Short text topic recognition methods and systems,The invention,2021-06-11
19.Personalized recommendation methods and devices based on co-evolution,The invention,2021-05-28
20.Niche product recommendation methods and devices based on Bayesian regression,The invention,2020-12-15
21.Automotive brand management system,Software Copyright,2021-05-06
22.Label recommendation method for Q&A platform to integrate user implicit connection relationships,The invention,2020-10-16
23.Information dissemination methods that take user characteristics into account,The invention,2022-02-18
24.A nearest neighbor collaborative filtering method based on product item feature augmentation,The invention,2018-03-09
25.Recommendation methods and devices for niche projects,The invention,2022-03-22
26.Method for discovering network group formation mechanism based on hidden characteristics of social users,The invention,2021-08-10
27.Object division method and device based on object behavior and theme preference,The invention,2021-09-14
28.Interactive topic modeling methods and devices considering expertise,The invention,2020-07-03
29.Method for discovering implicit group based on hidden characteristics of online social users,The invention,2021-08-10
30.A topic modeling approach based on data augmentation,The invention,2020-03-17

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

Research Awards
1.,Teaching Achievement Award,Provincial level,2020-01-10
2.,Teaching Achievement Award,Provincial level,2022-04-22
3.,The 7th Internet+ Innovation and Entrepreneurship Competition in Anhui Province,Provincial level,2021-08-26
4.,Teaching Achievement Award,Provincial level,2020-01-09
5.,National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2020-07-23
6.,National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,National level,2021-08-31
7.,National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2022-06-27
8.,Teaching Achievement Award,Provincial level,2020-01-11
9.,Online Excellent Teaching Achievement Award,Provincial level,2020-12-31
10.,Teaching Achievement Award,Provincial level,2020-01-06

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