1. 中文

Information Management and Data Science

  • Li Xiaoyan

    Assistant Professor
  • Subordinate unit

    Department of Information Management and Data Science
  • Research Interests

    Information Management & Business Data Analysis
  • Telephone

    E-mail

    xiaoyan_li@hust.edu.cn

Education

Ph.D. (Majored in Management Science and Engineering), Huazhong University of Science and Technology, 2004 - 2012.

M.Sc. (Majored in Management Science and Engineering), Huazhong University of Science and Technology, 2002 - 2004.

B.E. (Majored in Management Information Systems), Huazhong University of Science and Technology, 1994 - 1998.

Courses Taught

C Programming Language, Database Management and Its Optimization, ERP Simulation Game, Integrated Management Experiment (ERP)

Research Interests

Information Management & Business Data Analysis

Representative Research Projects

1. Research on the Prediction Model of Key Physical Indicators of Cigarette Products (Wuhan Cigarette Factory Project, July 2022 – June 2024, Participant)

2. Basic Theory and Key Technology Research on Urban Integrated Energy System Management Oriented to Safety Resilience and Dual Carbon Goals (National Natural Science Foundation Project, Jan 2023- Dec 2026, Participant)

3. Research on Prediction Modeling Technology Based on Computational Intelligence and Its Application in Power Load Forecasting under Big Data Environment (National Natural Science Foundation Project, Jan 2019 – Dec 2022, Participant)

Representative Research Papers

1. Zhang Qianfan, Li Xiaoyan, Liu Niu. Analysis of Influence Factors of Teachers’ Team Cooperative Behavior[J]. Research in Higher Education of Engineering, 2016, (01):113-117. (in Chinese)

2. Li Xiaoyan, Zhang Qianfan. Exploration of ERP Software Experimental Teaching Reform Based on Supply Chain[J]. Research and Exploration in Laboratory, 2015, 34(08): 259-262. (in Chinese)

3. Li Xiaoyan, Zhang Zigang, Zhang Yishi. A Hybrid Collaborative Filtering Recommender Integrated k-means Clustering and Supervised Feature Selection. Chinese Journal of Management, 2013, 10(9):1362-1367. (in Chinese)

4. Li Xiaoyan, Zhang Zigang, Zhang Yishi, Zhang Mi. KL-divergence Based Feature Selection Algorithm with the separate-class Strategy. Computer Science, 2012, 39 (12): 224-227. (in Chinese)

5. Li Xiaoyan, Zhou Xingchi, Yin Haina. The Research on Feature Selection Applied in the Collaborative Filtering Algorithm, Value Engineering, 2012, 31 (6):182-184. (in Chinese)

Teaching Research Projects

1. Innovation Reform of ERP Practical Teaching Course (Ministry of Education Industry-Academia Cooperation Project, 2023)

2. Collaborative Project between Huazhong University of Science and Technology and Key Fields of Enterprise (Ministry of Education Supply and Demand Matching Employment Education Project, 2022)

Representative Grants and Awards

1. Xue Chuang Cup First Prize, 10th "Xue Chuang Cup" National College Students' Entrepreneurship Comprehensive Simulation Competition, 2023 (Guidance Teacher)

2. Gold Award, 2021 China College Students' Engineering Practice and Innovation Ability Competition "Virtual Simulation Track" (Guidance Teacher)