This edited book presents scientific results of the International Semi-Virtual Workshop on Software Engineering in IoT, Big data, Cloud and Mobile Computing (SE-ICBM 2020) which was held on October 15, 2020, at Soongsil University, Seoul, Korea. The aim of this workshop was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users, and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Research results about all aspects (theory, applications and tools) of computer and information science, and to discuss the practical challenges encountered along the way and the solutions adopted to solve them. The workshop organizers selected the best papers from those papers accepted for presentation at the workshop. The papers were chosen based on review scores submitted by members of the program committee and underwent further rigorous rounds of review. From this second round of review, 17 of the conference’s most promising papers are then published in this Springer (SCI) book and not the conference proceedings. We impatiently await the important contributions that we know these authors will bring to the field of computer and information science.
Author(s): Haengkon Kim; Roger Lee
Series: Studies in Computational Intelligence, 930
Publisher: Springer
Year: 2021
Language: English
Pages: 205
City: Cham
Preface
Contents
Contributors
Variability Modeling in Software Product Line: A Systematic Literature Review
1 Introduction
2 Background and Related Work
3 Systematic Mapping Method
4 The Results
5 Discussion
6 Conclusion and Future Work
References
The Use of Big Data Analytics to Improve the Supply Chain Performance in Logistics Industry
1 Introduction
2 Literature Review
2.1 Big Data Analytics
2.2 Supply Chain Performance
2.3 Improved Forecasting
2.4 Supply Chain System Integration
2.5 Operational Efficiency
2.6 Human Capital
2.7 Risk and Security Governance
2.8 Partner Transparency
3 Research Methodology
3.1 Research Design
3.2 Data Collection
3.3 Factor Analysis
3.4 Reliability Analysis
3.5 Pearson’s Correlation Coefficient
4 Findings of the Study
5 Conclusion
References
Development of Smart U-Health Care Systems
1 Introduction
2 Related Literature
3 Background of the Study
3.1 Objectives of the Study
3.2 Research Survey
3.3 Embedded Software Development Life Cycle
4 Overall Architecture of Smart U-Health Care Systems
4.1 Use Case Diagram
4.2 Class Diagram
4.3 Sequence Diagram
5 Conclusion
References
An Implementation of a System for Video Translation Using OCR
1 Introduction
2 Translation System
2.1 Google Cloud Vision API
2.2 Neural Network-Based Machine Translation Model
2.3 Tesseract
2.4 WeOCR
3 System Structure
3.1 Translation Process
3.2 Main Function
4 Function Implementation and Evaluation
4.1 Translation Process
4.2 OCR Implementation
4.3 Implementation of Text Translation
4.4 Text Output Implementation
4.5 Interface Implementation
4.6 System Evaluation
5 Conclusion
References
Research on Predicting Ignition Factors Through Big Data Analysis of Fire Data
1 Introduction
2 Related Work
3 Fire Factor Prediction and Analysis
3.1 Dataset
3.2 Performance Index
3.3 Neural Network Algorithm for Unknown Analysis
4 Conclusion
References
Development of U-Health Care Systems Using Big Data
1 Introduction
2 Related Literature
3 Background of the Study
3.1 Objectives of the Study
3.2 Research Survey
3.3 Embedded Software Development Life Cycle
4 Overall Considerations
4.1 Overall Structure Design of U-Health Care Systems Using Big Data
5 Conclusion
References
Analyses on Psychological Steady State Variations Caused by Auditory Stimulation
1 Introduction
2 Experimental Design
2.1 Auditory Stimulus Sound Source
2.2 Experimental Design
2.3 Data Analysis
3 Results of Experiment
3.1 Quantitative Brainwave Analysis
3.2 Analysis Analyses of Changes in Psychological Steady State
4 Conclusion
References
Flipped Learning and Unplugged Activities for Data Structure and Algorithm Class
1 Introduction
2 Background
2.1 Computational Thinking
2.2 Algorithm Education
2.3 Flipped Learning
2.4 Unplugged Activities
3 Related Previous Works
4 Research Design and Methodology
4.1 Design of Research
4.2 Design of Course
4.3 Design of Evaluation
5 Research Results and Conclusion
References
Study on Agent Architecture for Context-Aware Services
1 Introduction
2 Related Literature
3 Background of the Study
3.1 Objectives of the Study
3.2 Research Survey
3.3 Embedded Software Development Life Cycle
4 Overall Architecture of Context-Aware Services
4.1 Use Case Diagram
4.2 Class Diagram
4.3 Sequence Diagram
4.4 Role of IoT
5 Conclusion
References
Secure Transactions Management Using Blockchain as a Service Software for the Internet of Things
1 Introduction
2 Related Work
3 Proposed Architecture
4 The Transaction Flow
4.1 Transaction Proposal
4.2 Endorsement
4.3 Order
4.4 Validate
5 Performance Evaluation
6 Conclusion
References
Plant Growth Measurement System Using Image Processing
1 Introduction
2 Background
2.1 Tomato Pest Management
2.2 Pest Prevention
2.3 Environmental Control Through Database
3 Plant Growth Measurement System
3.1 Control Device
3.2 Communication Method
3.3 IoT Sensors
3.4 DB Server
4 Plant Growth Measurement System Using Image Processing
5 Conclusions
References
Smart Cattle Shed Monitoring System in LoRa Network
1 Introduction
2 Related Research
2.1 Cattle Shed Monitoring Systems
2.2 IT Application in Livestock Industry
2.3 IoT Environmental Sensors
3 Design of an Efficient Data Collection System
3.1 IOT Node for LoRa
3.2 Optimum Growth Environment for Livestock
4 System Evaluation
4.1 Transmission of Sensor Information
4.2 Control System
5 Conclusions
References
The Triple Layered Business Model Canvas for Sustainability in Mobile Messenger Service
1 Introduction
2 Sustainability
2.1 Sustainability and Triple Bottom Line Model
2.2 Definition of Business Model
3 Triple Layered Business Model Canvas
4 Kakao’s Business Model Analysis
4.1 Kakao’s Economic Business Canvas
4.2 Kakao’s Environmental Business Model Canvas
4.3 Kakao’s Social Business Model Canvas
4.4 Horizontal and Vertical Linkage Analysis
5 Conclusion
References
The Effects of Product’s Visual Preview on Customer Attention and Sales Using Convolution Neural Networks
1 Introduction
2 Theoretical Background
2.1 Relationship Between Store Attributes and Customer Attention in Online Retailing
2.2 Customer’s Visual Information Processing on the Web and Product Visual Preview
3 Research Design
4 Empirical Data Analysis
4.1 Data Collection
4.2 Image Attributes Extraction
4.3 Data Preprocessing and Coding
4.4 Regression Analysis
5 Conclusions
5.1 Research Summary and Implication
5.2 Limitations
References
Implementation of Cloud Monitoring System Based on Open Source Monitoring Solution
1 Introduction
2 Related Research
3 Cloud Monitoring Systems
3.1 Cloud Monitoring
3.2 Open Source Monitoring Solution
4 Designing Cloud Monitoring Systems
4.1 Definition of Monitoring Targets
4.2 Integrated Operations Monitoring Screen Design
5 Implementation Environment
5.1 Advantages of Implementing Open Source Monitoring Services
6 Conclusion
References
A New Normal of Lifelong Education According to the Artificial Intelligence and EduTech Industry Trends and the Spread of the Untact Trend
1 Introduction
2 Explanation of Terms
3 The Fourth Industrial Revolution and Changes in Education
3.1 Fourth Industrial Revolution and the Spread of Untact Trends
3.2 Change in the Educational Environment
4 Education Industry Trends and Education Innovation Cases
4.1 Education Industry Trends
4.2 Examples of Innovation in School Education
5 Edutech Industry Trends
5.1 Edutech Technology Trend
5.2 Edutech Market Trend
6 New Normal of Lifelong Education According to the Spread of Untact Trend
7 Conclusion and Future Research
References
The Optimal Use of Public Cloud Service Provider When Transforming Microservice Architecture
1 Introduction
2 Literature Review
3 Comparative Analysis of CSP Characteristics When Transforming MSA
4 Conclusion
Reference
Author Index
