About the Authors

Yuan Fang

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

fangy@dlpu.edu.cn

Affiliation School of Innovation and Entrepreneurship, Dalian Polytechnic University, Dalian, Liaoning, China

Qianyi Li

Roles Methodology

Affiliation School of Information Science and Engineering, Dalian Polytechnic University, Dalian, Liaoning, China

Kai Wang

Roles Data curation

Affiliation The Institute of Port Information Digitalization, China Liaoning Port Group Co. Ltd., Dalian, Liaoning, China

Competing Interests

The authors have declared that no competing interests exist.