Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing 2022-Winter

Description

This edited book presents scientific results of the 24th ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2022-Summer) which was held on December 7–9, 2022, at Taichung, Taiwan. The aim of this conference 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. The conference 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, 15 of the most promising papers are then published in this Springer (SCI) book and not the conference proceedings.  Foreword Contents Contributors Automatic Piano Accompaniment Generation Method by Drum Rhythm Features with Selectable Difficulty Level 1 Introduction 2 Related Works 3 Proposed Method 3.1 Overview 3.2 Music Information Extraction Function 3.3 Sound Source Separation Function 3.4 Accompaniment Pattern 3.5 Optimal Pattern Extraction Function 3.6 Chord and Accompaniment Pattern Synthesis Function 4 Preliminary Experiments 4.1 Rhythm Vectorization of Accompaniment Patterns 4.2 Experimental Results 4.3 Discussion 5 Conclusion References Using Mixed Reality Technology for Teaching a New Language: A Study from Teachers’ Perspectives 1 Introduction 2 Literature Review 2.1 Use of MR Technology for Teaching New Languages 2.2 Human-Organization-Technology (HOT) Model 2.3 Self-Determination Theory (SDT) 3 Research Model and Propositions 3.1 Human Factors 3.2 Organization Factors 3.3 Technology Factors 3.4 Relatedness 3.5 Autonomy 3.6 Engagement 3.7 Attitude 4 Proposed Methodology and Future Work 5 Conclusion References Reinforcement Learning and Action Space Shaping for a Humanoid Agent in a Highly Dynamic Environment 1 Introduction 2 Methodology 2.1 Simulation Environment Setup 2.2 Reinforcement Learning 2.3 Action Space Shaping—Control Modes 2.4 Reward Function 3 Results 3.1 Experimental Evaluation 3.2 Analysis of the Control Modes 4 Conclusion References Color-SIFT Features for Histopathological Image Analysis 1 Introduction 2 Review of Histological Image Analysis Systems 2.1 Pre-processing Practices 2.2 Image Processing 3 Review of SIFT 3.1 SIFT Detector 3.2 SIFT Descriptor 4 Methodology 4.1 Pre-processing 4.2 Features Extraction by Color-SIFT 4.3 Features Vectors Encoding 4.4 BoF Classification Using SVM 5 Tests and Evaluation 5.1 Experimental Setup 5.2 Experiments Data 5.3 Results 5.4 Discussion 6 Conclusion References Time-Series Multidimensional Dialogue Feature Visualization Method for Group Work 1 Introduction 2 Related Works 2.1 Research About Divergent Thinking and Convergent Thinking 2.2 Related Research on Meeting Analysis Systems 3 Proposed Method 3.1 Transcription Decoder 3.2 Transcript Video Sync 3.3 Extracting Metadata 3.4 Filter 3.5 Segmentation 3.6 Extracting User Data 3.7 Extracting Statistics 3.8 Meeting Analysis Interface 4 Visualization Examples 4.1 Usage Environment 4.2 Consideration of Use Results 4.3 Discussion 5 Conclusion References A Study on the Usage Prediction Model of Demand Response Resource Using Machine Learning 1 Introduction 2 Related Study 2.1 Predicting Power Demand Based on Time Series Analysis 2.2 Forecasting Power Demand Based on Regression Analysis 2.3 Prediction of Electricity Demand Based on Artificial Neural Network Analysis 3 Research Model 3.1 Research Model Summary 3.2 Analysis on the Characteristics of the Data 4 Experiment and Result 4.1 Experiment Design 4.2 Deep Learning Model Experiment Results 4.3 ARIMA Model Experiment Result 4.4 Comparative Verification of Prediction Model 5 Conclusion References A Study on AI Profiling Technology of Malicious Code Meta Information 1 Introduction 2 Related Research 2.1 Types and Analysis of Malicious Code Detection Technology 2.2 Malicious Code Static Analysis Detection Technology 2.3 Dynamic Malicious Code Analysis Detection Technology 2.4 Malicious Code Analysis and the Comparison of Detection Techniques 2.5 MITRE ATT&CK Framework 2.6 Machine Learning Convergence Technology for Intelligent Malicious Code Detection 3 Research Model 3.1 Outline 3.2 OP-CODE Extraction and Data Processing Technology 3.3 OP-CODE Extraction and Data Processing Technology 3.4 Data Classification Modeling 3.5 Malicious Code Profiling Technology 3.6 OP-CODE TTP Matching Technology 4 Experiment and Result 4.1 Experiment Setting and Method 4.2 Experiment Result 5 Conclusion References A Study on the Influence of Smart Factory’s Intention to Continue to Use on the Management Effect of Enterprises 1 Introduction 2 Theoretical Background 2.1 Definition and Components of Smart Factories 2.2 Modified Information System Success Model 2.3 Relationships Between Perceived Usefulness and Ease of Use, Intention to Continue to Use, and Net Impacts 3 Research Method 4 Analysis and Results 5 Conclusions References Protecting the Rights and Legitimate Interests of the Parties in B2B Non-personal Data Sharing Transactions: Experiences from the UK and EU and Lessons Learnt for Vietnam 1 Introduction 2 Features of B2BNPDST 2.1 The Pricing of B2BNPDST 2.2 B2BNPDST from an Investment Perspective 2.3 Multi-layered Digital Business Ecosystem (MLDBE)15 2.4 Promptness 3 Legal Issues Related to B2BNPDST 3.1 The Legal Approach 3.2 The Technological Approach 4 A Comparative Study of the Legal Approaches of the UK and EU in Protecting Legitimate Rights and Interests of the Parties in B2BNPDST 5 Experiences for Vietnam 6 Conclusion References Capacitive Pressure Sensor Based on Interdigitated Capacitor for Applications in Smart Textiles 1 Introduction 2 Theoretical Background 2.1 Principle of Operation 2.2 Materials 3 Research Method 3.1 Result and Discussion 4 Conclusions References Author Index