Modern Management based on Big Data III

Proceedings of MMBD 2022

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

• Publisher: SAGE Publications Ltd
• Year: 2022
• Print ISBN: 9781643683003
• eBook ISBN: 9781643683010
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Data is the basic ingredient of all Big Data applications, and Big Data technologies are constantly deploying new strategies to maximise efficiency and reduce the time taken to process information. This book presents the proceedings of MMBD2022, the third edition of the conference series Modern Management based on Big Data (MMBD). The conference was originally scheduled to take place from 15 to 18 August 2022 in Seoul, South Korea, but was changed to a virtual event on the same dates. Some 200 submissions were received for presentation at the conference, 52 of which were ultimately accepted after exhaustive review by members of the programme committee and peer-reviewers, who took into account the breadth and depth of the research topics and the scope of MMBD. Topics covered include data analytics, modelling, technologies and visualization, architectures for parallel processing systems, data mining tools and techniques, machine learning algorithms, and big data for engineering applications. There are also papers covering modern management, including topics such as strategy, decision making, manufacturing and logistics-based systems, engineering economy, information systems and law-based information treatment, and papers from a special session covering big data in manufacturing, retail, healthcare, accounting, banking, education, global trading, and e-commerce. Big data analysis and emerging applications were popular topics. The book includes many innovative and original ideas, as well as results of general significance, all supported by clear and rigorous reasoning and compelling evidence and methods, and will be of interest to all those working with Big Data.

Table of contents

• Title Page
• Preface
• About the Conference
• Contents
• Elastic Trust Management in Decentralized Computing Environments
• Nonparametric Estimation of the Production Frontier Using a Data-Fitting Technique
• Implementation of a Driving Simulator for the Collection of Data on Human Behavior in Vehicular Traffic
• Gender Differences of Public Attitude to Government Guidance of COVID-19 Pandemic
• Technological Innovation and Enterprise Capacity Utilization
• Digital Information Mobility Schema: A Data-Flow Model Featuring Risk-Resilient Approach Towards Effective Construction Worksite Synergy Utilizing Fuzzy-Analytic Hierarchy Process
• Forecasting Construction Cost Using Artificial Neural Network for Road Projects in the Department of Public Works and Highways Region XI
• A Lightweight Meter Detection Method Based on Yolov5
• Applications of GMM-HMM Acoustic Model in the Immersive Foreign Language Learning
• Traditional Chinese Medicine Information System Using Classification and Clustering Algorithms
• Impact of Fintech on Islamic Bank Performance in Malaysia: Descriptive Study on Fintech
• Intelligent Coking Diagnosis Method of Ethylene Cracking Furnace Tube with Data Mining Techniques
• Construction and Analysis of Enterprise Innovation Capability Evaluation Model - A Case Study of 30 Listed Companies in Gansu Province
• Collaborative Filtering Algorithm Based on Item Popularity and Dynamic Changes of Interest
• Intellectual Capital and Information: Examples About Some Relationships
• Investment Approach by Alpha Value: Case of Firms Listed on the Stock Market in Vietnam Period Before and After the Covid-19 Pandemic
• Multivariate Research on Satisfaction Influencing Factors of Flipped Classroom Teaching Mode
• The Exploration of Blending Teaching of Engineering Cost Training Lesson in Private Vocational School
• Investigation and Analysis for Self-Directed Learning of Backbone Teachers in Primary and Middle Schools
• The Application of Formative Evaluation to Online Teaching of "Doctor-Patient Communication Skills"
• A Survey on the Status Quo of Dormitory Equally Shared Fee at Universities: A Case Study of Xiangnan University
• Re-Engineering Approach on Human Resources Management Practices (HRMP) Towards Chinese Teaching System in Nursing Programs
• The Application of Interactive Case-Based Teaching Method in the Implementation of "International Law"
• Research on the Application of Big Data in Teaching Quality Monitoring Platform of Local Colleges and Universities
• Research on Teaching Reform of Financial Management Major in Applied Universities
• Immersive ERP Experiment Based on 3D-Reconstruction Model of Panoramic Images
• Mining Maximal Fuzzy Colocation Patterns
• Investigation of the Educational Practice of Normal College Students Based on the "Double Tutor System"
• Research on the Transformation of Enterprise Financial Personnel in the Era of Big Data
• Review of Li-Li Mixture XOR Algorithm
• Detection Method of Computer Room Personnel Based on Improved Swin Transformer
• The Exploration of the Teaching Reform in the Course of "Drawings Recognition in Construction Engineering" for the Veterans Under the Background of "1+X" Certificate System: Take a Private University in Hainan Province as an Example
• Improvement in Organizational Effectiveness Under the Background of Reform of State-Owned Enterprises: A Pilot Work of Assessment of Institutional Effectiveness of the State Grid Corporation of China
• Analysis of Risk Factors of Fresh Agricultural Product Supply Chain Based on Grey Correlation Degree - Take Chengdu as an Example
• Development Status and Trend Analysis of Internet of Medical Things Industry in China
• A Multiprocessing Framework for Heterogeneous Biomedical Embedded Systems with the Proposal of a Finite State Machine-Based Architecture
• A Comparative Study of Intercultural Communication in China and Japan
• Research on Comprehensive Reform of Education Mode of Computer Specialty in Colleges and Universities in the New Engineering Era
• Collaborative Control of Multi-Region Urban Traffic Boundary Based on the MFD
• Solar Powered Ice Maker System in Karimunjawa Island, Indonesia
• Lightweight Gesture Pose Estimation Based on CPM Algorithm
• Analysis of the Wear Mechanism of High-Speed Transmission and the Prediction Model
• Optimization of Maritime Search and Rescue Resources Selection Based on Response Threshold Ant Colony Algorithm
• Game Analysis of Individual Environmental Law-Abiding from the Perspective of Law and Economics
• Ecological Risk Assessment of Antibiotics Distribution Characteristics on Urban Lakes of Xi'an-China
• Restoration Effect Evaluation of Artificial Reefs Based on Bayesian Networks
• The Study on Characteristics of Precipitation and Its Return Period Calculation in Wuhan in Recent 30 Years Based on Data Analysis
• Three-Dimensional Simulation of the Effect of Operating Conditions on the Performance of the Air Ejector
• Numerical Simulation Study of Dust Transport of Comprehensive Mining Working Surface
• CFD-Based Spherical Fiber Filter Structure Performance Simulation Research
• Deep Learning Based Thermal Stress and Deformation Analysis of Satellites
• Construction Strategy of Informatization of Rural Ethnic Cultural Archives Based on Big Data
• Subject Index
• Author Index