About the Authors

Lulu Hao

Roles Data curation, Formal analysis

Affiliation Wuhan Business University, Wuhan, China

Ruoyu Wang

Roles Formal analysis, Investigation, Software

Affiliation The Scotland Academy at Wuxi Taihu University, Wuxi, China

Xiaofeng Wang

Roles Funding acquisition, Project administration, Writing – review & editing

freewxf@szu.edu.cn

Affiliation College of Management, Shenzhen University, Shenzhen, China

Xiaoguang Yue

Roles Conceptualization, Validation, Visualization

Affiliation College of Management, Shenzhen University, Shenzhen, China

Noshina Tariq

Roles Conceptualization, Investigation, Methodology, Supervision, Validation, Writing – original draft

Affiliation Department of Artificial Intelligence and Data Science, National University of Computer and Emerging Sciences, Islamabad, Pakistan

Ahthasham Sajid

Roles Conceptualization, Resources, Visualization

Affiliations Multimedia University, Cyberjaya, Malaysia, Department of Computer Science, Fazaia Bilquis College of Education for Women, PAF Nur Khan Air Base, Rawalpindi, Pakistan

Competing Interests

The authors have declared that no competing interests exist.