Basic Information
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Name：Sun, Jianshan |
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Gender：Male |
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Discipline：E-Business and E-Commerce |
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Professional Title：Associate Professor |
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E-mail：sunjs9413@hfut.edu.cn |
Personal Introduction
Dr. SUN Jianshan, is an associate professor and doctoral supervisor in Hefei University of Technology. He obtained two doctor's degrees respectively in Information System from City University of Hong Kong and in Management Science from University of Science and Technology of China in June 2014.
In recent years, he has been engaged in the research of business intelligence and big data analysis, e-commerce and personalized recommendation, social network analysis, etc. He has presided over many projects, including the General Project of NSFC, the Youth Project of NSFC, the Youth Project of Anhui Provincial Natural Science Foundation, the Soft Science Project of Hefei City, the Academic Newcomer Enhancement Program of Hefei University of Technology, etc. He has published more than 60 academic papers in Tourism Management, IEEE TKDE, ACM TOIS, DSS, JASIST, IPM, IJPE, Management World, Systems Engineering--Theory and Practice, and other important academic journals and conferences at home and abroad, Among them, more than 40 papers have been published in SCI/SSCI journals.
Currently, he is also the Branch Chair of 49th-52nd Hawaii International Conference on System Sciences (HICSS, 2016-2020)-minitrack: Decision Support for Smart Cities, a program committee member of 2016-2019 IEEE Data Science in Cyberspace, and the program committee chair of 2016-2019 IEEE DSC- Big Data and Business Analytics Workshop. He has served as a guest editor-in-chief of British Journal of Educational Technology, Internet Research, IEEE ACCESS, etc. and as a peer reviewer for Decision Support Systems, Information Retrieval, Journal of Network and Computer Applications, Information Processing & Management, and other internationally recognized journals.
Work Experience
Associate Professor of the School of Management, Hefei University of Technology, China Jan 2017 to present
Lecturer of the School of Management, Hefei University of Technology, China Jun 2014 - Dec 2016
Education Background
Doctor University of Science and Technology of China 2014
Doctor City University of Hong Kong 2014
Bachelor Anhui University of Finance and Economics 2009
Awards Received
Intellectual Contribution
Journal Articles
1.A deep interpretable representation learning method for speech emotion recognition,INFORMATION PROCESSING & MANAGEMENT,2023-11-30
2.When psychological contract violation inhibits affiliative and challenging behaviors: the roles of supervisor-subordinate guanxi and job control,REVIEW OF MANAGERIAL SCIENCE,2023-02-25
3.Health IT in our daily life: impact of mobile phone use on the emotions and compliance of diabetes patients,INFORMATION TECHNOLOGY & PEOPLE,2022-12-05
4.Why a user prefers an artwork: A deep attention model for artwork recommendation,JOURNAL OF INFORMATION SCIENCE,2022-09-30
5.Adaptive finite-time direct fuzzy control for a nonlinear system with an unknown control gain based on an observer,INFORMATION SCIENCES,2022-08-01
6.Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model,ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA,2022-06-01
7.Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks,ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA,2022-04-30
8.Exploiting Group Information for Personalized Recommendation with Graph Neural Networks,ACM TRANSACTIONS ON INFORMATION SYSTEMS,2022-04-01
9.Topic discovery from short reviews based on data enhancement,INTELLIGENT DATA ANALYSIS,2022-03-14
10.Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization,ELECTRONIC MARKETS,2022-03-01
11.Predicting personalized grouping and consumption: A collaborative evolution model,KNOWLEDGE-BASED SYSTEMS,2021-09-27
12.Digital twins in human understanding: a deep learning-based method to recognize personality traits,INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING,2021-08-03
13.Modeling undecided voters to forecast elections: From bandwagon behavior and the spiral of silence perspective,INTERNATIONAL JOURNAL OF FORECASTING,2021-04-01
14.Hierarchical attention model for personalized tag recommendation,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2021-02-01
15.Group recommendation method based on co-evolution of group preference and user preference,System Engineering Theory and Practice ,2020-12-22,41(3):537-553
16.Segmenting market structure from multi-channel clickstream data: a novel generative model,ELECTRONIC COMMERCE RESEARCH,2020-09-01
17.Leveraging personality information to improve community recommendation in e-learning platforms,BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY,2020-09-01
18.Artificial intelligence and deep learning in educational technology research and practice,BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY,2020-09-01
19.Generative Adversarial Active Learning for Unsupervised Outlier Detection,IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2020-08-01
20.Understanding the relationship between food experiential quality and customer dining satisfaction: A perspective on negative bias,INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT,2020-05-01
21.Leveraging friend and group information to improve social recommender system,ELECTRONIC COMMERCE RESEARCH,2020-03-01
22.4C Model:Value Discovery in Big Data,Management World,2020-02-05,36(2):129-223
23.iLDA: An interactive latent Dirichlet allocation model to improve topic quality,JOURNAL OF INFORMATION SCIENCE,2020-02-01
24.Cloud service recommendation based on unstructured textual information,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2019-08-01
25.Identifying social roles using heterogeneous features in online social networks,JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY,2019-07-01
26.A Novel Recommendation Approach of Electronic Literature Resources Combining Semantic and Social Features,Journal of The China Society for Scientific and Technical Information,2019-06-24,38(6):632-640
27.A data-driven approach for extracting and analyzing collaboration patterns at the interagent and intergroup levels in business process,ELECTRONIC COMMERCE RESEARCH,2019-06-01
28.An investigation on online reviews in sharing economy driven hospitality platforms: A viewpoint of trust,TOURISM MANAGEMENT,2019-04-01
29.Topic-based hierarchical Bayesian linear regression models for niche items recommendation,JOURNAL OF INFORMATION SCIENCE,2019-02-01
30.A hybrid approach for article recommendation in research social networks,JOURNAL OF INFORMATION SCIENCE,2018-10-01
31.A crowdsourcing-based topic model for service matchmaking in Internet of Things,FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE,2018-10-01
32.Group recommendation based on a bidirectional tensor factorization model,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2018-07-01
33.Research on Theoretical Basis, the Collaborative Sharing Space and Application of Foreign Intergenerational Learning: Combined with the Building of the Model of Intergenerational Learning Project in China,Journal of Distance Education,2018-05-20,36(3):105-112
34.Exploring the effect of overload on the discontinuous intention of social media users: An S-O-R perspective,COMPUTERS IN HUMAN BEHAVIOR,2018-04-01
35.Sampling Adaptive Learning Algorithm for Mobile Blind Source Separation,WIRELESS COMMUNICATIONS & MOBILE COMPUTING,2018-03-18
36.Collaborative matrix factorization mechanism for group recommendation in big data-based library systems,LIBRARY HI TECH,2018-02-05
37.Identifying impact of intrinsic factors on topic preferences in online social media: A nonparametric hierarchical Bayesian approach,INFORMATION SCIENCES,2018-01-01
38.Establishing interoperability among knowledge organization systems for research management: a social network approach,SCIENTOMETRICS,2017-09-01
Conference Paper
1.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
2.Minitrack Introduction: Decision Support for Smart Cities,52ndHawaii International Conference on System Sciences (HICSS)52ndHawaii International Conference on System Sciences (HICSS),2019-01-08
3.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
4.Leveraging User Personality and Tag Information for One Class Collaborative Filtering,19th Pacific-Rim Conference on Multimedia (PCM)19th Pacific-Rim Conference on Multimedia (PCM),2018-09-19
5.Operational Mechanism of Digital Humanistic Crowdsourcing Project Based on Actor Network Theory,51st Annual Hawaii International Conference on System Sciences (HICSS)51st Annual Hawaii International Conference on System Sciences (HICSS),2018-01-02
6.Minitrack Introduction: Decision Support for Smart City,51st Annual Hawaii International Conference on System Sciences (HICSS)51st Annual Hawaii International Conference on System Sciences (HICSS),2018-01-02
7.Research on the Single Classification Collaborative Filtering Method Based on Personality Information Fusion,The 12th (2017) Annual Conference of China Management,2017-10-28
8.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.Research on dialogue-based recommendation methods for high involvement products,2023-01-01,2026-12-31
2.AI intelligent voice robots of Xin e Cai,2022-09-26,2023-03-31
3.Technology for multi-source information traceback and propagation prediction,2022-09-09,2024-03-31
4.Research on User Demand Prediction for the Last Kilometer of Logistics Delivery,2021-12-01,2023-12-01
5.Research on Prediction of Customer Churn for Freight Platforms,2021-01-15,2023-01-15
6.Research on the Mechanism of Data Circulation and Trading in the Data Element Market (Project Approved),2020-12-01,2021-02-28
7.Business Intelligence and Big Data Analysis,2020-12-01,2022-12-01
8.Research on Theory and Methods of Personalized Recommendation,2020-04-01,2022-12-31
9.Modeling Technology for Online Education Data， and Product Development,2020-01-01,2020-06-30
10.Research on Inter-disciplinary Recommendation Methods for Information Cocoon Dilemma,2019-01-01,2022-12-31
11.Detection and Retrieval Services and Consulting of Educational Data,2018-11-01,2019-10-31
Research Reports
1.Research Report on the Model of Anhui Big Data Trading Center (Platform),The provincial level,2020-12-01
Cases
1.Internal power of organization - the engine of "second start up" of Hopdevice Intelligence company,National,2022-01-21
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.A method for classifying social media user roles in public opinion events,2022-09-12
5.Non-contact data analyzer for physical and mental health ,2022-09-06
6.Personalized long-tail product recommendation methods and systems for reducing popularity bias,The invention,2022-04-01
7.Site selection-distribution method and system based on bacterial foraging algorithm and ant colony algorithm,The invention,2022-03-22
8.Recommendation methods and devices for niche projects,The invention,2022-03-22
9.Information dissemination methods that take user characteristics into account,The invention,2022-02-18
10.Scientific and technological big data evaluation system,Software Copyright,2022-01-25
11.Cloud service recommendation method based on unstructured text information,The invention,2021-09-28
12.Single-category collaborative filtering method based on user personality hierarchy,The invention,2021-09-14
13.Object division method and device based on object behavior and theme preference,The invention,2021-09-14
14.Intelligent recommendation methods, systems, and storage media based on truck-cargo matching,The invention,2021-08-10
15.Method for discovering network group formation mechanism based on hidden characteristics of social users,The invention,2021-08-10
16.Method for discovering implicit group based on hidden characteristics of online social users,The invention,2021-08-10
17.A single-category collaborative filtering method that integrates personality traits and item labels,The invention,2021-06-29
18.A site selection method for distribution centers based on bacterial foraging optimization algorithm,The invention,2021-06-29
19.Short text topic recognition methods and systems,The invention,2021-06-11
20.Personalized recommendation methods and devices based on co-evolution,The invention,2021-05-28
21.Automotive brand management system,Software Copyright,2021-05-06
22.Recommendation methods, devices, readable media, and electronic devices for artworks,The invention,2021-04-06
23.Site-selection method for EV battery distribution center(2018-541),The invention,2021-04-06
24.Social and community-based product recommendation methods, systems, and storage media,The invention,2021-03-09
25.Acquisition methods and systems for high-impact users at the topic level,The invention,2021-02-26
26.Analysis system for TopicModel4J text preprocessing and topic modeling,Software Copyright,2021-01-22
27.Niche product recommendation methods and devices based on Bayesian regression,The invention,2020-12-15
28.Label recommendation method for Q&A platform to integrate user implicit connection relationships,The invention,2020-10-16
29.Interactive topic modeling methods and devices considering expertise,The invention,2020-07-03
30.A Bayesian personalized ordering recommendation method considering label information,The invention,2020-03-17
31.A topic modeling approach based on data augmentation,The invention,2020-03-17
32.A recommendation approach to considering overlapping community effects,The invention,2020-02-14
33.A theme-sentiment joint modeling method considering user characteristic information,The invention,2020-02-11
34.A nearest neighbor collaborative filtering method based on product item feature augmentation,The invention,2018-03-09
Monograph
1.Data-driven Brand Relationship Management,SCIENCE PRESS,2019-12-01
Awards
1.Teaching Achievement Award,Provincial level,2022-04-22
2.Anhui Social Science Award,Provincial level,2021-07-22
3.National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2020-07-19
4.Teaching Achievement Award,Provincial level,2020-01-09
Textbooks
1.Introduction to Big Data Management and Application,Higher Education Press,2023-07-01
Courses Taught
Big Data Applications and Management--MBA
Organizational Behavior--MBA
Thesis Writing--MPAcc
Thesis Writing--Master Teaching
Big Data Mining Methods--Undergraduate Teaching
E-commerce Innovation Training--Undergraduate Teaching
Business Intelligence and Big Data Analytics--Undergraduate Teaching
Business Intelligence and Big Data Analytics--Undergraduate Teaching
