Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (Studies in Computational Intelligence Book 790)

This edited book presents the scientific outcomes of the 19th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2018), which was held in Busan, Korea on June 27–29, 2018. 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 book includes research findings on all aspects (theory, applications and tools) of computer and information science and discusses the practical challenges encountered along the way and the solutions adopted to respond to them. The book includes 13 of the conference’s most promising papers. Foreword 6 Contents 8 List of Contributors 10 Impact of Transactive Memory Systems on Team Performance and the Moderating Effect of Joint Decision Making 12 Abstract 12 1 Introduction 12 2 Literature Review and Hypothesis Development 13 2.1 Transactive Memory Systems 13 2.2 Technology Complexity and TMS 13 2.3 TMS and Team Performance 14 2.4 Moderating Effect of Joint Decision Making 15 3 Research Methodology 16 3.1 Sampling and Measurement Model 16 3.2 Hypothesis Testing 17 4 Discussion and Conclusion 21 References 22 Customers’ Continuous Usage Intention of Virtual Reality (VR) Product 25 Abstract 25 1 Introduction 25 2 Literature Review 26 2.1 Virtual Reality 26 2.2 Motivation Theory 27 3 Research Model and Hypotheses 28 3.1 Research Model 28 3.2 Research Hypotheses 29 4 Research Design and Analysis 31 4.1 Operational Definition and Measurement 31 4.2 Sampling Design and Data Collection 32 4.3 Demographic Characteristics 32 4.4 Reliability and Validity 33 4.5 Hypothesis Test 34 5 Conclusion 35 5.1 Discussion and Implications 35 5.2 Limitations and Future Research 35 References 36 A Study on the Method of Removing Code Duplication Using Code Template 38 1 Introduction 38 2 Background and Related Work 39 3 System Model for Refactoring 40 4 Refactoring Method and Implementation 46 5 Case Studies 48 6 Conclusion 49 References 50 ICBM-Based Smart Farm Environment Management System 53 Abstract 53 1 Introduction 53 2 Background 54 2.1 IoT Technology 54 2.2 Cloud Technology 55 2.3 Big Data 55 2.4 Mobile Technology 56 3 Smart Farm Environment Management System 57 3.1 Environmental Information Collection Unit 57 3.2 Facility Control Unit 58 3.3 SFEMS Platform 59 3.4 Dual Stack Gateway 60 3.5 Network Coupling 61 3.6 Protocol Design 62 4 System Implementation 62 4.1 Hardware Implementation 63 4.2 Protocol Performance Evaluation 63 4.3 Big Data Environmental Analysis in Smart Farm 64 5 Conclusions 65 Acknowledgments 65 References 66 Design of I-beacon Based Distribution Route Management System to Prevent the Spread of Livestock Disease 68 Abstract 68 1 Introduction 68 2 Related Research 69 2.1 Data Structure of I-beacon 70 3 System Design 72 3.1 I-beacon-based Distribution System Overview 72 3.2 I-beacon Based Distribution Management System Design 73 4 Conclusion 75 Acknowledgements 75 References 75 Optimal Energy Management System Design for Smart Cattle Shed 77 Abstract 77 1 Introduction 77 2 Smart Cattle Shed Summary 78 3 Related Research 78 3.1 IoT and Sensor Technology 79 3.2 Cloud Technology 79 3.3 Big Data Technology 79 3.4 Mobile Technology 80 4 Design 80 4.1 Data Collection and Storage 81 4.2 Data Analysis 82 4.3 Optimize System Control 82 4.4 Optimize System Control 83 5 Conclusion 85 Acknowledgements 85 References 85 A New Polynomial Algorithm for Cluster Deletion Problem 87 1 Introduction 87 2 Definitions and Notations 90 3 (butterfly,diamond)-Free CD Is Polynomially Solvable 91 4 Recognition of (butterfly,diamond)-Free Graphs 96 5 Conclusion 98 References 98 A Study on the Lie Detection of Telephone Voices Using Support Vector Machine 100 Abstract 100 1 Introduction 101 2 Related Works and Basic Algorithm Reviews 103 2.1 Speech Analysis 103 2.2 Support Vector Machine 105 2.3 Finance and ICT Technology 105 3 Telephone Voice Discrimination of Propose Methods 106 4 Experiment and Results 107 5 Conclusion 108 References 109 A Study on the Factors Affecting a Switch to Centralized Cloud Computing for Local Government Information System 111 Abstract 111 1 Introduction 112 2 Theoretical Background 113 2.1 Overview on Local Government Information System 113 2.2 Concept of Cloud Computing 115 2.3 Migration Theory and PPM (Push-Pull-Mooring) Model 117 2.3.1 Migration Theory 117 2.3.2 PPM Model 118 2.3.3 Precedent Study Related to PPM Model 119 3 Setting Research Model and Hypothesis 120 3.1 Research Model 120 3.2 Setting Hypothesis 120 4 Empirical Testing 121 4.1 Material Collection and Analysis Method 121 4.2 Characteristics of Sample 122 4.3 Exploratory Factor Analysis and Reliability Analysis 123 4.4 Confirmatory Factor Analysis 125 4.4.1 Model Compatibility Analysis 125 4.4.2 Reliability Analysis 125 4.4.3 Discriminant Validity Analysis 126 4.5 Hypothesis Testing 126 4.5.1 Result of Hypothesis Testing 126 4.5.2 Analysis of Hypothesis Verification Result 126 4.5.3 Verification of Control Effect 129 5 Conclusion 130 5.1 Research Result and Implication 130 5.2 Limitations of the Research and Future Research Direction 131 References 132 Customer Prediction on Parking Logs Using Recurrent Neural Network 134 1 Introduction 134 2 Related Work 136 3 Proposed Methodology 138 4 Experimental Results 143 5 Conclusion 146 References 146 Identifying Topics: Analysis of Crowdfunding Comments in Scam Campaigns 148 Abstract 148 1 Introduction 148 2 Research Questions and Dataset 149 3 Related Work 151 4 Latent Dirichlet Allocation (LDA) 152 5 Analyzing Comments 153 5.1 Comments Selection 153 5.2 Data Cleaning 153 5.3 Applying LDA 153 5.4 Types of Comments 154 6 Conclusion 158 Acknowledgement 158 References 158 Security Monitoring Technological Approach for Spear Phishing Detection 160 Abstract 160 1 Purpose of the Research 160 2 Current Status and Problems 161 2.1 Hacking Mail Distribution Status 161 2.2 Characteristics of Hacking Mail 162 2.3 Current Status and Problems of Hacking Mail Response 163 3 Research Model 166 3.1 E-mail Security Control Model 166 3.2 Presenting a Link Extractor Model 168 4 Link Extraction Model Verification 171 5 Conclusion and Suggestions 173 References 173 An Efficient Technique of Detecting Program Plagiarism Through Program Slicing 175 1 Introduction 175 2 Detection of Program Plagiarism by Program Dependence Graph 176 3 Plagiarism Detection Through Program Slice 177 4 Example 177 5 Experiments 182 5.1 Setup for Experiments 182 5.2 Programs for Experiments 182 5.3 Plagiarized Programs 183 5.4 PDG Comparison 183 5.5 Accuracy 185 5.6 Efficiency 185 6 Conclusion 186 References 186 Author Index 187 Front Matter ....Pages i-x Impact of Transactive Memory Systems on Team Performance and the Moderating Effect of Joint Decision Making (Donghui Kim, Huimin Mu, Taesoo Moon)....Pages 1-13 Customers’ Continuous Usage Intention of Virtual Reality (VR) Product (Yucheng Hou, Sungbae Kang, Taesoo Moon)....Pages 14-26 A Study on the Method of Removing Code Duplication Using Code Template (Woochang Shin)....Pages 27-41 ICBM-Based Smart Farm Environment Management System (Meonghun Lee, Haengkon Kim, Hyun Yoe)....Pages 42-56 Design of I-beacon Based Distribution Route Management System to Prevent the Spread of Livestock Disease (Hojin Yang, Hyun Yoe)....Pages 57-65 Optimal Energy Management System Design for Smart Cattle Shed (Hyeono Choe, Hyun Yoe)....Pages 66-75 A New Polynomial Algorithm for Cluster Deletion Problem (Sabrine Malek, Wady Naanaa)....Pages 76-88 A Study on the Lie Detection of Telephone Voices Using Support Vector Machine (Hyungwoo Park, Jong-Bae Kim, Seong-Geon Bae, Myung-Sook Kim)....Pages 89-99 A Study on the Factors Affecting a Switch to Centralized Cloud Computing for Local Government Information System (Lee Ki Bum, Lee Hyung Taek, Kim Jong Yoon, Gim Gwang Yong)....Pages 100-122 Customer Prediction on Parking Logs Using Recurrent Neural Network (Liaq Mudassar, Yungcheol Byun)....Pages 123-136 Identifying Topics: Analysis of Crowdfunding Comments in Scam Campaigns (Wafa Shafqat, Yungcheol Byun)....Pages 137-148 Security Monitoring Technological Approach for Spear Phishing Detection (HooKi Lee, HyunHo Jang, SungHwa Han, GwangYong Gim)....Pages 149-163 An Efficient Technique of Detecting Program Plagiarism Through Program Slicing (Junhyun Park, Hwanchul Jung, Jongseok Lee, Jangwu Jo)....Pages 164-175 Back Matter ....Pages 177-177 This edited book presents scientific results of the 14th ACIS/IEEE International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2013), held in Honolulu, Hawaii, USA on July 1-3, 2013. The aim of this conference was to bring together scientists, engineers, computer users, and students to share their experiences and exchange new ideas, 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 conference organizers selected the 17 outstanding papers from those papers accepted for presentation at the conference.