About the Authors

Yang Liu

Contributed equally to this work with: Yang Liu, Tao Shen

Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

liu-yang1991@qq.com

Affiliation School of Statistics, Southwestern University of Finance and Economics, Chengdu, China

Tao Shen

Contributed equally to this work with: Yang Liu, Tao Shen

Roles Conceptualization, Data curation, Investigation, Project administration, Software, Visualization, Writing – review & editing

Affiliation College of Design and Innovation, Tongji University, Shanghai, China

Yukari Nagai

Roles Data curation, Project administration, Supervision, Writing – review & editing

Affiliation Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi City, Japan

Weilong Wu

Roles Data curation, Funding acquisition, Project administration, Software, Supervision, Visualization, Writing – review & editing

Affiliation The Graduate Institute of Design Science, Tatung University, Taipei, Taiwan, China

Competing Interests

The authors have declared that no competing interests exist.