Modern Management based on Big Data IV

Proceedings of MMBD 2023

A.J. Tallón-Ballesteros, Antonio J. Tallón-Ballesteros

• Publisher: SAGE Publications Ltd
• Year: 2023
• Print ISBN: 9781643684109
• eBook ISBN: 9781643684116
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

The concept of Big Data has become increasingly familiar in recent years, and it is already an indispensible tool in the management of everything from supply chains and transport to health and education. This book presents the proceedings of MMBD 2023, the 4th International Conference on Modern Management based on Big Data, held in Seoul, South Korea, from 1-4 August 2023. The 50 papers included here were selected from total of around 160 submissions after a rigorous review process. Papers delivered at the conference were divided into 3 main categories: Big Data, Modern Management, and a special session devoted to Big Data-driven manufacturing and service-industry supply-chain (SC) management, but in addition to these general topics, there were also a number of papers related to lifelong education. Topics covered in the book include innovation in online education management with big data; digital transformation in lifelong education; big data analysis in lifelong education management; green supply chain management; big data analytics in supply chains; policy and strategy for new energy and the environment; smart grid load and energy management; decision-making on sustainable transport policies; modern healthcare management; and social strategy to manage human relationships. Of particular interest are papers concerning big-data analysis and emerging applications. Presenting innovative original ideas and methods, together with significant results, and supported by clear and rigorous reasoning and compelling new evidence, the book will be of interest to all those who use Big Data to support their management strategies.

Table of contents

• Title Page
• Preface
• About the Conference
• Contents
• Research on Forecasting Sales of Products Based on Spatiotemporal Graph Neural Network
• ICT Framework for the Personal Learning Environment (PLE-ICT) in Higher Education: Results from Experts' Interview
• An Empirical Approach to the Utilization of Affective Decision Tree Models in Smart Teaching
• Undergraduates' Knowledge Attitude and Behavior (KAB) Towards the Disclosure of Personal Data Online in China
• From Social Presence to Virtual Presence: Insights into E-Commerce Consumer Behavior
• The History and Current Situation of China's Undergraduate Major Evaluation and the Prospect of Intelligent Education Evaluation Based on Big Data Technology
• A Probabilistic Guide for Domestic Stocks Delisting Risk from the Nature of Bayesian Matrix
• Sharing and Co-Construction of Library Alliance Driven by Big Data and Blockchain
• According the Date to Investigate and Analysis on the Current Situation of Preparations in Medical Institutions in Chongqing Based on Grounded Theory
• The Impact of Advertising Visibility on Consumers' Online Impulse Buying Behavior
• Research on Industrial Internet Talent Training Based on Enterprise Application Demand
• Research on the Influence of Tax Incentives on the Innovation Performance of Pharmaceutical Manufacturing Enterprises
• Dynamic Risk Measure for China's Short-Term International Capital Flows
• New Type of Chaotic Attractors and Their Applications
• A Study of the Impact of Excess Cash Holdings on Corporate Innovation
• Research on the Evaluation of Economic Responsibility Audit of State-Owned Enterprise Leaders from the Perspective of Green and Low Carbon
• Research on Location-Route Problem of New Energy Logistics Vehicle Distribution System
• Economic Responsibility Audit, Regional Innovation Capacity and Low Carbon Development
• Research on the Influencing Mechanism of Higher Education Quality in the Context of Big Data
• Multi-Criteria Decision-Making for Investment Portfolio Selection in Thailand's Stock Market
• An Empirical Study on the Development Routes of Library Under the Cultural Digitization Strategy
• Does the Development of the Digital Economy Benefit Urban Carbon Reduction? Evidence from the Yangtze River Delta Region
• Research on the Influence of Agricultural Products Brand Story on Consumers' Purchase Intention Under the Background of Social New Retail
• Research on the Construction of Evaluation Index System of Regional High-Quality Development Promoted by Intellectual Property Rights
• A Survey on the Status Quo of Sex Education for Left-Behind Children in Rural Areas: A Case Study of Rural Areas in Southern Hunan Province
• Performance Evaluation Framework for Emerging Statistical Index Based on Mutual Spectral Analysis
• Attitudes Towards Framed Communication of Political Parties in North Macedonia During Second Wave COVID 19 Through the Lenses of Supporters
• The Digital Intelligent Application of Experiment Teaching Based on SVM-Adaboost Algorithm
• Research on the Influence of Intelligent Manufacturing on R&D Efficiency of Manufacturing Enterprises-Based on the Quasi-Natural Experiment of China's Intelligent Manufacturing Demonstration Project
• Artificial Intelligence-Based Hybrid Recommendation Algorithm for Learning Resources
• A Study of Current Situation of Knowledge, Attitude, Beliefs and Practices of "Double Reduction" Policy Among Primary and Secondary School Teachers in Chenzhou City
• Advantages and Strategies of Ideological Education in University Physics Course
• A Corpus and Computer-Assisted Translation-Based Study on English Translation of Intangible Cultural Heritage Terms
• International Academic Influence of Sport Science Based on Scientometrics and Visualization
• Path Exploration of Machine Translation Post-Editing Curriculum Construction in Vocational Undergraduate Education
• Influence of the Targeted Poverty Alleviation Policy on the Livelihood of Poor Farmers in Western China
• The Influence of Tax Incentive Policy on the Development of Alternative Fuel Vehicle Enterprises--Taking Chinese Companies as an Example
• Study on the Influence of Ash Accumulation on Radiation Quantity of Photovoltaic Modules
• Prediction of Litter Size of Sows Based on PSO Optimized RBF Neural Network
• Research on Storage Life Prediction of Fuze Based on Accelerated Life Tests
• Analysis and Modeling of Mid- and Long-Term Output Characteristics of Photovoltaic Power Plants
• Government Thoughts on Environmental Cost Control
• Research on Innovative Strategies for Online Education Management in Universities in the Era of Big Data
• Difficulties and Strategies of Digital Transformation of Lifelong Education
• Effects of Multi-Factors on Biomass Gasification Based on Big Data
• A Two-Dimensional Numerical Model for Surface Flows with Flexible Vegetation
• Neural Network Prediction of Dynamic Characteristics of Soft Soil Disturbance
• Numerical Investigation on Geomechanical Response and Well Performance in Shale Condensate Gas Reservoirs
• Spoken Word List Development for Children's Second Language Study Based on Expression Category
• Exploring the National First-Class Specialty Construction of Pharmaceutical Engineering Under the Background of "New Engineering" Project
• Subject Index
• Author Index