Proceedings of the Fifteenth International Conference on Management Science and Engineering Management Volume 2

Lecture Notes on Data Engineering and Communications Technologies

Volume 79

Series Editor Fatos Xhafa, Technical University of Catalonia, Barcelona, Spain The aim of the book series is to present cutting edge engineering approaches to data technologies and communications. It will publish latest advances on the engineering task of building and deploying distributed, scalable and reliable data infrastructures and communication systems. The series will have a prominent applied focus on data technologies and communications with aim to promote the bridging from fundamental research on data science and networking to data engineering and communications that lead to industry products, business knowledge and standardisation. Indexed by SCOPUS, INSPEC, EI Compendex. All books published in the series are submitted for consideration in Web of Science.

More information about this series at http://www.springer.com/series/15362 Jiuping Xu • Fausto Pedro GarcíaMárquez • Mohamed Hag Ali Hassan • Gheorghe Duca • Asaf Hajiyev • Fulya Altiparmak Editors

123 Editors Jiuping Xu Fausto Pedro GarcíaMárquez Business School University of Castilla-La Mancha (UCLM) Sichuan University Ciudad Real, Ciudad Real, Spain Chengdu, China Gheorghe Duca Mohamed Hag Ali Hassan Academy of Sciences of Moldova World Academy of Sciences Chisinau, Moldova Trieste, Italy Fulya Altiparmak Asaf Hajiyev Department of Industrial Engineering Institute of Systems Control Gazi University Azerbaijan National Academy of Sciences Ankara, Turkey Baku, Azerbaijan

ISSN 2367-4512 ISSN 2367-4520 (electronic) Lecture Notes on Data Engineering and Communications Technologies ISBN 978-3-030-79205-3 ISBN 978-3-030-79206-0 (eBook) https://doi.org/10.1007/978-3-030-79206-0

© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface

Welcome to the proceedings of the Fifteenth International Conference on Management Science and Engineering Management (ICMSEM 2021) held on August 1–4, 2021, at University of Castilla-La Mancha (UCLM), Spain. This annual conference, organized by the International Society of Management Science and Engineering Management (ISMSEM), aims to foster international research collaborations in Management Science and Engineering Management and provides a forum for presenting current research work through technical sessions and round table discussions in a relaxing convivial atmosphere. ICMSEM has been held fourteen times since 2007 in conference locations across Asia, Europe, the Americas and Oceania and has had a great influence on Management Science and Engineering Management research. In the past fourteen years, ICMSEM has been successfully held in Chengdu, Chongqing, Bangkok, Chungli, Macau, Islamabad, Philadelphia, Lisbon, Karlsruhe, Baku, Kanazawa, Melbourne, Ontario and Chisinau. All accepted papers in the proceedings for each International Conference on Management Science and Engineering Management were published by high-level publishing, where all the proceedings have been retrieved by EI or ISTP Compendex. This year, 126 papers from 19 countries were accepted for presentation or poster display at the conference. These papers were from Algeria, Australia, Azerbaijan, Canada, China, Egypt, France, India, Japan, Laos, Moldova, New Zealand, Pakistan, Serbia, Spain, Sweden, Turkey, the USA and the UK. Moreover, a wide range of authors have begun to carry out international cooperation in academic research, and 26 of the papers accepted are co-authored from different countries. Meanwhile, each accepted paper had three reviewers, who each gave constructive comments and insightful suggestions to the authors, making these conference proceedings of the utmost quality. The papers in the proceedings have been clas- sified into six sections: Decision Support Systems; Complex Systems; Empirical Studies; Sustainable Development; Project Management; and Operation Optimization. The key issues at the15th ICMSEM covered many popular topics, in which experts in various fields will be invited to give keynote speeches with different topics and academic forums on the development of Management Science

v vi Preface and Engineering Management will be launched to provide a broad international exchange platform for scholars. To further encourage state-of-the-art research in the ﬁeld of Management Science and Engineering Management, ISMSEM will set up advanced prizes to award excellent papers, who have made outstanding contribu- tions to the innovative practice and application of Management Science and Engineering Management at this conference. We would like to take this opportunity to thank our participants, all of whom worked exceptionally hard to ensure this conference was a success. We want to express our sincere gratitude to the following prestigious academies and institutions for their high-quality papers and great support for ICMSEM: The Azerbaijan Academy of Sciences, Azerbaijan; Academy of Sciences of the Republic of Uzbekistan, Uzbekistan; Fuzzy Logic Systems Institute, Tokyo University of Science, Japan; Brock University, Canada; the Moldova Academy of Sciences, Moldova; Gazi University, Turkey; University of Belgrade, Serbia; University of Castilla-La Mancha (UCLM), Spain; and Sichuan University, China. We would also like to acknowledge the assistance we received from the International Society of Management Science and Engineering Management (ISMSEM), University of Castilla-La Mancha (UCLM), Ingenium Research Group and Sichuan University in organizing this conference. We also appreciate Advances in Intelligent Systems and Computing (AISC) of Springer for the publication of the proceedings. We are grateful to Professor Fausto Pedro GarcłaMárquez as the General Chair and Dr. Alfredo Arcos Jimnez, Dr. Isaac Segovia Ramirez, Dr. Ana Maria Peco Chacon and Dr. Pedro Jose Bernalte Sanchez as the Organizing Committee Chairs. We appreciate the great support received from all members of the Organizing Committee, the Local Arrangement Committee and the Program Committee as well as all participants. Finally, we would like to thank all the authors for their excellent conference papers, which have great value for both educational and research pur- poses. Conference papers and recommendations can also serve as guiding materials for the administration/managing of institutes, enterprises, for the elaboration and management of scientiﬁc and business projects, as well as the drafting or amending the relevant laws by politicians and managing authorities. As Management Science and Engineering Management research is in continuous development and many new trends have emerged, our work needs to continue to focus on the latest Management Science and Engineering Management development so that we can encourage greater and more innovative development activity. Next year, we plan to continue the innovative and successful ICMSEM and intend to increase our efforts in improving the quality of the proceedings and to recom- mend more excellent papers for ISMSEM Advancement Prize. The Sixteenth International Conference on Management Science and Engineering Management will be hosted by Gazi University, Turkey, in August 2022. Professor Fulya Altiparmak has been nominated as the Organizing Committee Chair for the 2022 ICMSEM. We sincerely hope you can submit your new Management Science and Preface vii

Engineering Management ﬁndings and share your wisdom in Spain in 2021 and Turkey in 2022.

August 2021 Jiuping Xu Fausto Pedro Garca Márquez Mohamed Hag Ali Hassan Gheorghe Duca Asaf Hajiyev Fulya Altiparmak Organization

ICMSEM 2021 was organized by the International Society of Management Science and Engineering Management (ISMSEM), Sichuan University, University of Castilla-La Mancha (UCLM). It was held in cooperation with Lecture Notes on Advances in Intelligent Systems and Computing (AISC) of Springer.

Executive Committee General Chairs Jiuping Xu Sichuan University, China Fausto Pedro Garca Márquez University of Castilla-La Mancha (UCLM), Spain

Program Committee Chairs Benjamin Lev Drexel University, Philadelphia, USA Asaf Hajiyev Institute of Systems Control, National Academy of Sciences, Baku, Azerbaijan V. Cruz Machado Universidade Nova de Lisboa, Lisbon, Portugal Mitsuo Gen Tokyo University of Science, Japan Ion Aurel Pop Romanian Academy Veceslav Khomici Russian Academy of Science Fang Lee Cooke Monash University, Australia Syed Ejaz Ahmed Brock University, Canada

Organizing Committee Chairs Grigore Belostecinic Academy of Economic Studies, Moldova Lidia Romanciuc Moldova Research and Development Association, Moldova

ix x Organization

Nina Roscovan Academy of Economic Studies of Moldova, Moldova Igor Serotila State University Dimitrie Cantemir, Moldova

Program Committee Mohammad Z. Abu-Sbeih King Fahd University of Petroleum and Minerals, Saudi Arabia Joseph G. Aguayo University of Concepcion, Chile Basem S. Attili United Arab Emirates University, United Arab Emirates Alain Billionnet Ecole Nationale Superieure Informatics for Industry and Enterprise, France Borut Buchmeister University of Maribor, Slovenia Daria Bugajewska Adam Mickiewicz University, Poland Saibal Chattopadhyay Indian Institute of Management, India Edwin Cheng Hong Kong Polytechnic University, Hong Kong Anthony Shun Fung Chiu De La Salle University, Philippines Jeong-Whan Choi Department of Mathematics, Republic of Korea Kaharudin Dimyati University of Malaya, Malaysia Behloul Djilali University of Sciences and Technology Houari Boumediene, Algeria Eid Hassan Doha Cairo University, Giza, Egypt O’Regan Donal National University of Ireland, Ireland Siham El-Kafaﬁ Manukau Institute of Technology, New Zealand Christodoulos A. Floudas Princeton University, USA Masao Fukushima Kyoto University, Japan Oleg Granichin Sankt-Petersburg State University, Russia Bernard Han Western Michigan University, USA Rene Henrion Humboldt University, Germany Voratas Kachitvichyanukul Asian Institute of Technology, Thailand Arne Løkketangen Molde University College, Norway Andres Medaglia University of the Andes, Colombia Venkat Murali Rhodes University, South Africa Shmuel S. Oren University of California Berkeley, USA Turgut Öziş Ege University, Turkey Panos M. Pardalos University of Florida, USA Gianni Di Pillo Sapienza University of Rome, Italy Nasrudin Abd Rahim University of Malaya, Malaysia Celso Ribeiro Fluminense Federal University, Brazil Hsin Rau Chung Yuan Christian University, Taiwan Jan Joachim Ruckmann University of Birmingham, UK Martin Skitmore Queensland University of Technology, Australia Frits C. R. Spieksma Katholieke University Leuven, Belgium Organization xi

Yong Tan University of Washington, USA Albert P. M. Wagelmans Erasmus University Rotterdam, Netherlands Desheng Dash Wu University of Toronto, Canada Hong Yan Hong Kong Polytechnic University, Hong Kong

Secretary-General Zhineng Hu Sichuan University, China

Under-Secretary Ruolan Li Sichuan University, China

General Zongmin Li Sichuan University, China

Secretaries Yidan Huang Zhiwen Liu Jiaxin Jiang Keru Fan Contents

Advancement of Sustainable Development, Project Management and Operation Optimization Based on the Fifteenth ICMSEM Proceedings ...... 1 Jiuping Xu

Sustainable Development Effects of Financial Excess on the Fairness of Labor - Capital Financial Distribution: Evidence from China ...... 15 Shengdao Gan and Miao Qin Mixed Strategy Game and Empirical Analysis of Pollution Control Under the Background of Income Inequality ...... 30 Xin Liu and Huige Liu Risk Perception and Entrepreneurial Intention Under Emergency (COVID-19): An Empirical Study in China ...... 43 Guichuan Zhou, Yahui He, Shuangyi Zheng, Soudthida Hoongsengpha, and Liming Zhang Mobile Operator as the Aggregator in a Demand Response Model for Smart Residential Communities ...... 58 Zorica Bogdanović, Mirjana Stojanović, Miloš Radenković, Aleksandra Labus, and Marijana Despotović-Zrakić An Empirical Study on the Inﬂuencing Factors of Knowledge Governance of Industry-University-Research Synergetic Innovation ... 68 Yue Wu, Xiaoping Li, and Zhaobohan Zhang Determinants of Preventive Behaviors of COVID-19 in China: An Information-Motivation-Behavioral Skills Model ...... 88 Tian Lan and Yutao Yang

xiii xiv Contents

Online Outpatient Services During the COVID-19 Pandemic ...... 109 Hang Zhao, Ting Liang, and Ye He Environmental Economic Equilibrium Method for Anaerobic Digestion of Kitchen Waste ...... 121 Ruolan Li, Shuhua Hou, Tingting Liu, and Jiaxin Jiang Research on Construction and Application of Evaluation Index System of Green Business Environment ...... 133 Yunzhi Huang, Xiaowen Jie, and Weili Zhen An Empirical Study on the Development Level and Spatial- Temporal Differences of China’s Nonproﬁt Organizations: Based on 20-year Panel Data from 31 Provincial-Level Divisions ..... 146 Lindan Tan, Fengchun Fan, Wenhao Zhang, and Tian Zhang Research on the Evolution Mechanism of Public Opinions on Emergencies–A Case Study of COVID-19 ...... 161 Xiaojun Liu Sustainable Supplier Selection Process Based on Multi-Criteria Decision-Making (MCDM) Method for the Manufacturing SMEs ..... 172 Lizhong Tong, Jindan Wang, and Jiajia Yi An Analysis of Enterprise Growth from the Perspective of Environmental, Social and Governance (ESG): An Empirical Study Based on A-Share Listed Companies ...... 184 Yanqin Li and Hongchang Mei A Study on the Behavioral Willingness of Citizens Participating in Ecological Governance ...... 198 Bin Dong Study on the Present Situation, Causes and Countermeasures of Corporate Culture Construction of Joint Ventures – Taking Changning Company as An Example ...... 210 Yongfeng Yin, Weidong Song, Ping Zeng, Xiaoyan Yang, and Guichuan Zhou Life Cycle Assessment in Autonomous Marine Vehicles ...... 222 Pedro José Bernalte Sánchez, María Torres Asensio, Mayorkinos Papaelias, and Fausto Pedro GarcíaMárquez Active Health Demands and Coping Strategies of the Elderly from Perspective of Positive Aging: Take Sichuan Province as an Example ...... 234 Sha Sha, Dahong Wang, and Tingting Li Contents xv

Water Quality and Economic Growth in the Yellow River Basin: An Empirical Study Based on the Environmental Kuznets Curve (EKC) and Night Lights ...... 249 Zixuan Peng, Liming Yao, Xudong Chen, and Mahdi Moudi Research on Improving Sichuan’s Foreign Trade Competitiveness in the Post-epidemic Era ...... 261 Lin Zhang Critical Factors Affecting the Enterprise Resilience in COVID-19 Crises: An Empirical Study of Manufacturing Enterprises i n Sichuan, China ...... 272 Linjing Wang, Yi Lu, Dehui Li, and Xing Huang

Project Management Safety Risk Grading of Coal Mine Based on AHPsort II Method Under Fuzzy Environment ...... 289 Qing Yu, Jun Liu, Yan Tu, Ling Nie, and Wenjing Shen The Impact of Changes in the Size of Equity Funds on Investment Behavior ...... 302 Kun Li, Yanjun Chen, and Shanshan Liu Relationship Between the Period of Venture Capital Exit and Corporate Operating Performance ...... 314 Qilin Cao, Yaoyao Hao, and Chaoyang Zhuo The Stock Price Crash Effect of Share Pledging Under the Background of Deleveraging ...... 325 Anhua Yang and Yue Wang Financial Background Secretary and the Quality of Interaction with Investors ...... 339 Donglian Liang, Dan Huang, and Qianwei Ying Portfolio Models Based on Fundamental Analysis Using Learning to Rank ...... 352 Lei Zhang, Yu Yin, and Yi You Scientiﬁc Measurement and Visualization of Equity Incentive Research ...... 366 Ying Kuang High-Premium M&A, Financial Performance and Reduction of Major Shareholders ...... 385 Hong Wang, Jiao Gu, and Luyao Jiang xvi Contents

Research on the Operation and Management Mechanism of the PPP Mode of the Smart City Construction Projects in the Era of Big Data ...... 399 Ling Wan and Xiaozhong Yu Optimization of Incentive System for Knowledge Workers in Small and Medium-Sized Brand Planning Enterprises: A Case Study of HN ...... 413 Ying Li, Hongyi Cen, Xiaoya Deng, and John T. Delaney A Dynamic Model for Measuring Resilient Dividend Including the Levels of Shocks and Resilience Based on Covid-19 Data at the Subnational Level of China ...... 427 Chao Huang, Ling Yuan, and Pengfei Zhang CEO Identity Difference, Ownership Pattern and Long-Term Investment: Evidence from Chinese Family Listed Firms ...... 440 Yue Hu, Sheng Ma, Xinxin Xu, and Yuhan Wang Design of the Smart Objectives System in the Management of a Research Project ...... 452 Gheorghe Duca Annual Yield, Energy and Economic Analysis of Tubular Solar Stills with Phase Change Material and Nano-enhanced Phase Change Material ...... 463 Muthu Manokar Athikesavan, Fausto Pedro GarcíaMárquez, Mohamed Thalib Mohamed Rafeek, and Ravishankar Sathyamurthy Research on the Inﬂuence of Online Consumer Opinion Leaders on Customer Purchase Intention ...... 473 Jingdong Chen, Han Zheng, and Mo Chen Relationship Between Supply Chain Contract, Supply Chain Behavior and Agricultural Supply Chain Performance ...... 489 Jinsong Zhang, Qing Xiong, Wangjuan Xu, Pan Zheng, and Yanan Jin Factors Inﬂuencing Performance of Private Equity Investment Funds Exit Through Mergers and Acquisitions ...... 508 Pengxue Fu, Yihang Zhang, Meng Zeng, Liying Zhou, and Valerie Lynette Wang The Analysis of Supply Uncertainty of the Raw Material in Biogas Project ...... 522 Lei Xu, Ke Shen, Yue Xu, and Yanfei Deng A Study on the Marketing Strategy of Regional Characteristic Tourism from the Perspective of New Media ...... 534 Yuheng Chen and Xin Liu Contents xvii

A Comparative Study on Third-Age Education in China and Japan and Policy Suggestions on Collaborative Governance...... 544 Jing Wu, Min Wu, Ailin Cao, Sow Chien Wei, and Chan Boon Jau Does the High-Level Talent Introduction Policy Promote the Rise of Urban Housing Price? Evidence from 11 Cities in China ...... 562 Feng Peng, Jingran Liu, and Yihao Tian Life Cycle Assessment of an Autonomous Underwater Vehicle ...... 577 Pedro José Bernalte Sánchez, Valter Luiz Jantara Junior, Mayorkinos Papaelias, and Fausto Pedro GarcíaMárquez

Operation Optimization Research on Improvement Strategies Based on the Current Situation of Tourists’ Use of Xiling Snow Mountain Tourism ...... 591 Jinjiang Yan, Lingling Chen, Shuang Wu, and Yunping Huang A Cost Analysis of Electric Bus Operation Under Mixed Configuration of Charging Infrastructures ...... 604 Xuedong Liang, Enfan Lu, Yaqi Wang, Bangyi Yao, and Shifeng Lin The Influence of Aesthetic Design of Consumption Space on Content-Posting Intention on Social Media: The Moderating Role of Aesthetic Perceptual Ability ...... 613 Yu Zhang, Yongzhong Yang, Yunyan Tang, and Ruo Yang Research on the Price Fluctuation Law and Transmission Mechanism of Fresh Potato Market—Based on the Empirical Analysis of the Main Potato Production Areas in China ...... 627 Zhan Chen, JinQiu Tian, Qianyou Zhang, Li Shen, Yue Hu, and Xueshan Shen Measuring Service Quality of Scenic Area Website: A Case of Jiuzhaigou, China ...... 638 Rong Zhao, Yu Song, Peng Ge, and Peiyu Ren Research on the Impact Factors of the Operating Efficiency of the Advanced Manufacturing Innovation Ecosystem Based on the Symbiosis Theory-Evidence from Chengdu, Sichuan Province ..... 655 Changyi Zhao, Ruihan Tao, and Yucheng Zeng Research on Order Strategy Considering Consumer’s Return Behavior Under Inventory Sharing ...... 669 Ke Wan and Chunxiang Guo Fuzzy Comprehensive Evaluation of the Lean Logistics System of Commodity Circulation Enterprise Based on EWM-AHP: A Case Study ...... 682 Limei Ou, Weihao Zheng, Ling Yuan, Fengchun Fan, and Ying Wei xviii Contents

Research on the Influencing Factors of Consumers’ Purchase Intention in Tmall Global Based on TAM Model ...... 696 Fumin Deng, Junzhuang Chen, and Xuedong Liang A Novel Multi-objective Optimization Model for Level of Repair Analysis (LORA) Problem in Performance-Based Logistics (PBL) ..... 706 Cem Malyemez and Ömer Faruk Baykoç The Influence of Post-90s Employees’ Work Value Realization Degree on Job Burnout: The Intermediary Role of Psychological Capital ..... 719 Qingsong Zhu, Kanghua Liu, and Yujia Wang A Research on the Target Customer Mining of Investment Advisory Products—A Case Study of a Securities Company ...... 731 Dan Zhang, Litao Wang, Jinxiu Tan, Yue He, and Dong Xu The Influence of Brand Stories on Customers’ Purchase Intention .... 744 Mo Chen, Jingdong Chen, Yuezhen Wan, and Jiawei Liu Research on the Influence of Employee Stock Ownership Plan on Employee Innovation Behavior from the Perspective of Psychological Ownership ...... 758 Ping Huang, Yinghui Wang, and Jiahui Peng Stock Market Reaction to the Announcements of Perpetual Bond Issues – An Empirical Study Based on Chinese Listed Companies .... 774 Jun Wang and Ting Xu Assessment of Joint Maintenance and Inventory Management Policies ...... 789 Jesús M. Pinar-Pérez, Diego Ruiz-Hernández, and Alberto Pliego Marugán Research on the Impact of E-Commerce Live Broadcast on Customers’ Impulse Purchase Intention from the Perspective of Social Presence ...... 799 Jingdong Chen, Zhihu Li, and Mo Chen Research on the Importance of Functional Management in the Process of New Product Development ...... 812 Hua Wen Analysis of County Consumers’ Housing Purchase Intention and Influencing Factors-Based on the Investigation of Anyue County ..... 820 Jiaxin Jiang and Jin Zhang The Effects of Big-Five Personality Traits on Job Performance: An Empirical Research from Supervisor-Clerk Dyads in Retail Industry ...... 835 Sophie Xin Yang, Shanshan Hu, and Adrian Kok Zun Lee Contents xix

Data Mining and Information Technology in Transportation— A Review ...... 849 Jayanthi Ganapathy and Fausto Pedro GarcíaMárquez

Author Index...... 857