Note: Intro -- Preface -- Acknowledgments -- Contents -- Autonomous Systems -- Testing Paper Optimization Based on Improved Particle Swarm Optimization -- Abstract -- 1 Introduction -- 2 Background and Relative Researches -- 3 Testing Paper Optimization -- 3.1 Particle Swarm Optimization (PSO) -- 3.2 Parameter Initialization -- 3.3 Evaluation Function of the TPOPSO -- 3.4 The Global and Local Optimum -- 4 Experiment and Discussion -- 4.1 Examination Question Database -- 4.2 The Performance of the TPOPSO -- 5 Conclusion -- References -- The Null Space Pursuit Algorithm Based on an Arbitrary Order Differential Operator -- Abstract -- 1 Introduction -- 2 The Null Space Pursuit Algorithm Based on an Arbitrary Order Differential Operator -- 3 Experiment Result and Analysis -- 4 Summary -- Acknowledgement -- References -- Parameters Estimation of Regression Model Based on the Improved AFSA -- Abstract -- 1 Introduction -- 2 Multiple Linear Regression Model -- 3 AFSA -- 4 The Improved AFSA -- 4.1 The Improvement of Algorithm Parameters -- 4.2 The Improved Swarming Behavior -- 4.3 The Definition of Artificial Fish Individuals and Fitness Function -- 4.4 The Process of the Improved AFSA -- 5 Results and Conclusion -- Acknowledgment -- References -- Research on Hysteresis Modeling for Piezoelectric Displacement Actuators -- Abstract -- 1 Introduction -- 2 The Symmetry and Features of Hysteretic Loop Curves for a PZT Patch -- 2.1 Hysteretic Loop and Central Symmetry -- 2.2 Foldback Point and Centrosymmetric Center -- 2.3 The Variation of Loops, Their Upgrading/Degrading and Emerging/Vanishing -- 3 Mathematic Model -- 4 Experimental Results -- 5 Conclusions -- Acknowledgements -- References -- An Iterative Method for the Least Squares Anti-bisymmetric Solution of the Matrix Equation -- Abstract -- 1 Introduction -- 2 An Iterative Method for Solving Problem I. , 3 The Solution for Problem II -- References -- Parallelization of the Conical Area Evolutionary Algorithm on Message-Passing Clusters -- Abstract -- 1 Introduction -- 2 Partially Evolved Parallelization of CAEA -- 2.1 Partially Evolved Island Model -- 2.2 Elitist Migration Among Islands -- 2.3 Dynamic Directional Migration Topology -- 2.4 Procedure of PeCAEA -- 3 Experimental Results and Analysis -- 4 Conclusions -- Acknowledgments -- References -- Design of Heat Preservation Bathtub with Water Saving -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 The Model -- 3.1 Analysis of Bath Process -- 3.2 Analysis of Heat Gain and Loss -- 3.3 A Double Multi-objective Optimization Model -- 3.4 Effect of Bubble Bath Agent -- 4 Sensitivity Analysis -- 5 Conclusion -- References -- A Label-Correlated Multi-label Classification Algorithm Based on Spearman Rank Correlation Coefficient -- Abstract -- 1 Introduction -- 2 An Introduction to Related Algorithms -- 2.1 Spearman Rank Correlation Coefficient -- 2.2 Confidence and Confidence Interval -- 2.3 Multi-label Classification Strategy of Adaboost-SVM -- 3 Label-Correlated Multi-label Classification Model Algorithm (LC-ASVM) -- 3.1 General Design -- 3.2 Correlation Analysis of Characteristics -- 3.3 Confidence Form Multi-label SVM -- 3.4 Build LC-ASVM Model -- 4 Experiment and Analysis -- 4.1 Experimental Datasets -- 4.2 Experimental Results and Analysis -- 5 Conclusions -- References -- Effect of Film Thickness on Load-Carrying Property of Seawater Dynamic-Hydrostatic Hybrid Thrust Bearing -- Abstract -- 1 Introduction -- 2 Brief of Seawater-Lubricated Hydrostatic-Dynamic Thrust Bearing -- 2.1 Lubricate Flow Through the Channel in the Sector Opposed Supporting Ladder-Cavity -- 2.2 Supporting Mechanism for Opposed Supporting Ladder-Cavity -- 2.3 Initial Design Parameters of the Thrust Bearing. , 3 Property Index of the Thrust Bearing -- 3.1 Static Property Index -- 3.2 Dynamic Property Index -- 3.3 Vibration Property Index -- 4 Influence of Shallow Cavity Depth on Static Performance -- 5 Influence of Film Thickness on Dynamic Property Index -- 6 Influence of Film Thickness on Vibration Property Index -- 7 Conclusion -- Acknowledgement -- References -- Research on Static Performance of Water-Lubricated Hybrid Bearing with Constant Flow Supply -- Abstract -- 1 Introduction -- 2 Static Performance Analysis -- 2.1 Flow Condition -- 2.2 Bearing Force Calculation -- 2.3 Static Performance Indexes -- 2.4 Influence of Parameter on Static Index -- 3 Conclusion -- Acknowledgement -- References -- A New Method for Desiccant Package Quality Check -- Abstract -- 1 Introduction -- 2 The Proposed Method -- 2.1 Correct the Captured Image -- 2.2 Wipe Out the Contaminated Samples -- 2.3 Detect the Integrity of the Packaging -- 3 Experiment Result -- 4 Conclusion -- Acknowledgments -- References -- A Novel Algorithm for Laser Spot Detection Based on Quaternion Discrete Cosine Transform -- Abstract -- 1 Introduction -- 2 The Quaternion Discrete Cosine Transform Based Laser Spot Detection -- 2.1 Quaternion Discrete Cosine Transform -- 2.2 Image Moment Method (IMM) -- 3 Experiment -- 4 Conclusions -- References -- Natural Frequency Modification Using Frequency-Shift Combined Approximations Algorithm -- Abstract -- 1 Introduction -- 2 Formulation and Solution -- 2.1 Natural Frequency Sensitivity Analysis Using FSCA Method -- 2.2 Natural Frequency Modification Based on Taylor Series Expansion -- 3 Numerical Example -- 4 Conclusion -- Acknowledgements -- References -- Adaptive Stochastic Ranking Schemes for Constrained Evolutionary Optimization -- Abstract -- 1 Introduction -- 2 Theoretical Analysis and Proposed Approach -- 3 Experimental Results -- 4 Conclusion. , Acknowledgments -- References -- A Case-Based Reasoning Method with Relative Entropy and TOPSIS Integration -- Abstract -- 1 Introduction -- 2 Related Work -- 3 CBR Framwork with Relative Entropy and TOPSIS -- 3.1 Similarity Measure -- 3.2 A New Ensemble Measure -- 4 RTCBR Algorithm -- 5 Experiment Study and Analysis -- 5.1 Experiment Design -- 5.2 Result Analysis -- 6 Conclusion -- Acknowledgment -- References -- An Algorithm Design for Electrical Impedance Tomography Based on Levenberg Method -- Abstract -- 1 Introduction -- 2 Levenberg-Marpuardt Algorithm (L-Algorithm) -- 3 Construct Differential Matrix in L-Algorithm -- 4 Construction of Improved Algorithm for Electrical Impedance Tomography -- 5 Proposed Algorithm and Further Considerations -- 6 Conclusion -- References -- A Return-Value-Unchecked Vulnerability Detection Method Based on Property Graph -- Abstract -- 1 Introduction -- 2 System Design -- 3 Property Graph Representation for Binary Software -- 3.1 Intermediate Representation -- 3.2 Static Analysis Based on Intermediate Representation -- 3.3 Property Graph Generation -- 4 Vulnerability Model and Detect Based on Property Graph -- 4.1 Vulnerability Model -- 4.2 Vulnerability Detection -- 5 Implementation and Evaluation -- 5.1 Implementation -- 5.2 Evaluation -- 6 Summary -- References -- GA Based Optimization of Sign Regressor FLANN Model for Channel Equalization -- Abstract -- 1 Introduction -- 2 Channel Equalization Model -- 2.1 FLANN Model -- 2.2 Optimization Using GA -- 3 Result and Discussion -- 4 Conclusion -- References -- Research of Chemical Fabric Style Prediction System Based on Integrated Neural Network -- Abstract -- 1 Introduction -- 2 Processing of the Samples Data -- 2.1 Preprocessing of Fabric Structure Parameters -- 2.2 Introduction of Fabric Structure Complexity Factor -- 2.3 Method for Dividing Fabric Subset. , 3 Comparison of Two Predictive Methods -- 3.1 Single BP Neural Network Prediction -- 3.2 Integrated Neural Network Prediction -- 4 Conclusion -- Acknowledgements -- References -- Internet and Cloud Computing -- The Influencing Factor Analysis of Micro-blog User Adding Attend Object -- Abstract -- 1 Introduction -- 2 Relationship Between User Intimacy and Attended Objects -- 2.1 Influence Factors of Intimacy and the Representation -- 2.1.1 Basic Factors -- 2.1.2 Considering Factors -- 2.1.3 Influent Factors -- 2.2 The Definition and Computation of Intimation -- 2.3 The Relationship Between User Intimacy and the Attended Object -- 3 The Relationship Between User's Interest Degree and Attended Object -- 3.1 Interest Similarity Calculation -- 3.2 Recommendation Based on Interest Similarity Relationship -- 4 Experiment and Analyzing -- 4.1 Experimental Environment -- 4.2 Evalution Index of Result -- 4.3 Experimental Results -- 5 Conclusion -- Acknowledgement -- References -- History Path Reconstruction Analysis of Topic Diffusion on Microblog -- Abstract -- 1 Introduction -- 2 Problem Formulation -- 2.1 Basic Definition -- 2.2 Topic Detection -- 2.3 Probabilistic Score Based Diffusion Model -- 3 Experiment Results and Discussion -- 3.1 Experiment Realization -- 3.2 Experimental Results and Analysis -- 4 Conclusion -- Acknowledgements -- References -- A Novel Session Identification Scheme with Tabbed Browsing -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Traditional Browsing and Tabbed Browsing -- 2.2 Survey of Users' Browsing Modes -- 2.3 Tabbed Browsing and Session Identification -- 3 Fixed Threshold Session Identification Scheme -- 4 Novel Session Identification Scheme -- 5 Experiment and Evaluation -- 5.1 Date Preprocessing -- 5.2 Metrics -- 5.3 Performance Evaluation -- 6 Conclusion -- Acknowledgement -- References. , Research of Optimizing the System Partition in Android System.

Note: Intro -- Welcome Message of EIDWT-2018 International Conference Organizers -- EIDWT-2018 International Conference Organizers -- EIDWT-2018 Steering Committee Co-chairs -- EIDWT-2018 General Co-chairs -- EIDWT-2018 Program Committee Co-chairs -- EIDWT-2018 Organizing Committee -- Honorary Chair -- General Co-chairs -- Program Co-chairs -- International Advisory Committee -- Publicity Co-chairs -- International Liaison Co-chairs -- Local Organizing Co-chairs -- Web Administrators -- Finance Chair -- Steering Committee Co-chairs -- Track Area Chairs -- 1. Databases, Knowledge Discovery, Semantics, and Mining -- Track Chairs -- PC Members -- 2. Ontologies, Metadata Representation, and Digital Libraries -- Track Chairs -- PC Members -- 3. P2P, Grid, and Cloud Computing -- Track Chairs -- PC Members -- 4. Parallel and Distributed Systems -- Track Chairs -- PC Members -- 5. Networked Data Centers, IT Virtualization Technologies, and Clouds -- Track Chairs -- PC Members -- 6. Network Protocols, Modeling, Optimization and Performance Evaluation -- Track Chairs -- PC Members -- 7. Data Security, Trust and Reputation -- Track Chairs -- PC Members -- 8. Web Science, Learning and Business Intelligence -- Track Chairs -- PC Members -- 9. Data Analytics for Learning and Virtual Organisations -- Track Chairs -- PC Members -- 10. Data Management and Information Retrieval -- Track Chairs -- PC Members -- 11. Massive Processing and Machine Learning on Large Data Sets -- Track Chairs -- PC Members -- 12. Data Modeling, Visualization and Representation Tools -- Track Chairs -- PC Members -- 13. IoT and Fog Computing -- Track Chairs -- PC Members -- 14. Mobile and Wireless Networks -- Track Chairs -- PC Members -- 15. Big Data Management and Scalable Storage Technologies -- Track Chairs -- PC Members -- 16. Energy-Aware and Green Computing Systems -- Track Chairs. , PC Members -- 17. Multimedia Networking and Medical Applications -- Track Chairs -- PC Members -- 18. Applied Cryptography and Cloud Security -- Track Chairs -- PC Members -- EIDWT-2018 Reviewers -- EIDWT-2018 Keynote Talks -- Smart Cities and Safe Cities by Situational Awareness and Computational Intelligence -- Cyber-Human Partnerships-Toward a Resilient Ecosystem in Smart Cities -- Contents -- Implementation of a New Function for Preventing Short Reconnection in a WLAN Triage System -- 1 Introduction -- 2 CSMA/CA -- 3 Application of Fuzzy Logic for Control -- 3.1 FC -- 3.2 FC Rules -- 3.3 Control Knowledge Base -- 3.4 Defuzzification Methods -- 4 Implemented Testbed -- 4.1 FACS -- 4.2 Testbed Structure -- 4.3 CCM -- 4.4 Congestion Process Phases -- 5 Experimental Results -- 6 Conclusions -- References -- A Web-Based English Listening System for Learning Different Pronunciations in Various Countries -- Abstract -- 1 Introduction -- 2 Motivation -- 3 Proposed System -- 3.1 English Speech Database -- 3.2 A Function of Extracting Regions Based on Easiness in English Speech Hearing -- 4 Prototype System -- 4.1 A Function of Generating Cloze Tests -- 4.2 A Function of Calculating Correct Answer Rates -- 4.3 A Function of Calculating Correct Answer Rates for Regions -- 4.4 A Function of Balancing Number of Questions for Each Region -- 5 Experiment -- 6 Conclusion -- Acknowledgments -- References -- FOG Computing and Low Latency Context-Aware Health Monitoring in Smart Interconnected Environments -- 1 Background -- 2 Smart Environments -- 3 Latency -- 4 The FOG Health Monitoring Model -- 5 Communications and Networking -- 6 Illustrative Scenarios -- 7 Discussion and Concluding Observations -- References -- Application of Fuzzy Logic for Improving Human Sleeping Conditions in an Ambient Intelligence Testbed -- 1 Introduction -- 2 Ambient Intelligence (AmI). , 3 Application of Fuzzy Logic for Control -- 3.1 FC -- 3.2 Linguistic Variables -- 3.3 FC Rules -- 3.4 Control Knowledge Base -- 3.5 Defuzzification Methods -- 4 Proposed Fuzzy-Based System -- 5 Simulation Results -- 6 Conclusions -- References -- Performance Evaluation of WMN-PSOSA Considering Four Different Replacement Methods -- 1 Introduction -- 2 Node Placement Problem in WMNs -- 3 Proposed and Implemented Simulation System -- 3.1 PSO Algorithm -- 3.2 Simulated Annealing -- 3.3 WMN-PSOSA Hybrid Simulation System -- 4 Simulation Results -- 5 Conclusions -- References -- Improving Team Collaboration in MobilePeerDroid Mobile System: A Fuzzy-Based Approach Considering Four Input Parameters -- 1 Introduction -- 2 Scenarios of Collaborative Teamwork -- 2.1 Collaborative Teamwork and Virtual Campuses -- 2.2 Mobile Ad hoc Networks (MANETs) -- 3 Group Activity Awareness Model -- 4 Application of Fuzzy Logic for Control -- 4.1 FC -- 4.2 Linguistic Variables -- 4.3 FC Rules -- 4.4 Control Knowledge Base -- 4.5 Defuzzification Methods -- 5 Proposed Fuzzy-Based System for Peer Task Accomplishment -- 6 Simulation Results -- 7 Conclusions and Future Work -- References -- Design and Implementation of a Hybrid Intelligent System Based on Particle Swarm Optimization and Distributed Genetic Algorithm -- 1 Introduction -- 2 Node Placement Problem in WMNs -- 3 Proposed and Implemented Simulation System -- 3.1 Particle Swarm Optimization -- 3.2 Distributed Genetic Algorithm -- 3.3 WMN-PSODGA Hybrid Simulation System -- 3.4 WMN-PSODGA Web GUI Tool and Pseudo Code -- 4 Simulation Results -- 5 Conclusions -- References -- A Fuzzy-Based System for Selection of IoT Devices in Opportunistic Networks Considering IoT Device Storage, Waiting Time and Security Parameters -- 1 Introduction -- 2 IoT -- 2.1 IoT Architecture -- 2.2 IoT Protocols -- 3 Opportunistic Networks. , 3.1 Opportunistic Networks Challenges -- 3.2 Opportunistic Networks Architectures -- 4 Proposed System -- 4.1 System Parameters -- 4.2 System Implementation -- 4.3 Description of FLC -- 5 Simulation Results -- 6 Conclusions and Future Work -- References -- Selection of Actor Nodes in Wireless Sensor and Actor Networks Considering Failure of Assigned Task as New Parameter -- 1 Introduction -- 2 WSAN -- 2.1 WSAN Challenges -- 2.2 WSAN Architecture -- 3 Proposed System Model -- 3.1 Problem Description -- 3.2 System Parameters -- 3.3 System Implementation -- 3.4 Description of FLC -- 4 Simulation Results -- 5 Conclusions and Future Work -- References -- Malicious Information Flow in P2PPS Systems -- 1 Introduction -- 2 Information Flow in the TBAC Model -- 2.1 TBAC Model -- 2.2 Information Flow Relations -- 3 Synchronization Protocols for Hidden Topics -- 4 Malicious Information Flow -- 5 Concluding Remarks -- References -- Eco Migration Algorithms of Processes with Virtual Machines in a Server Cluster -- 1 Introduction -- 2 System Model -- 3 Energy-Efficient Migration of Virtual Machines -- 3.1 Estimation Model -- 3.2 VM Selection (VMS) Algorithm -- 3.3 VM Migration (VMM) Algorithm -- 4 Evaluation -- 5 Concluding Remarks -- References -- Collision Avoidance for Omnidirectional Automated Transportation Robots Considering Entropy Approach -- 1 Introduction -- 2 Related Work -- 3 Proposed System -- 3.1 Omnidirectional Automated Transportation Robot -- 3.2 Kinematics -- 3.3 Control System of the Proposed Omnidirectional Automated Transportation Robot -- 3.4 Collision Avoidance Method Considering Position Entropy -- 4 Conclusions and Future Work -- References -- Performance Evaluation of an Active Learning System Using Smartphone: A Case Study for High Level Class -- Abstract -- 1 Introduction -- 2 Active Learning System with Interactive Lecture. , 3 Flow of Group Discussion for High Level Class -- 4 Performance Evaluation of ALS for High Level Class -- 5 Conclusions -- References -- Performance Evaluation of an Enhanced Message Suppression Controller Considering Delayed Ack Using Different Road Traffic Conditions -- 1 Introduction -- 2 DTN -- 3 Delayed Ack for EMSC -- 3.1 Overview -- 3.2 Control Messages -- 3.3 Message Suppression Time -- 4 System Design -- 4.1 Simulation Scenario -- 4.2 Application Setting -- 5 Simulation Results -- 6 Conclusions -- References -- Improved Energy-Efficient Quorum Selection Algorithm by Omitting Meaningless Methods -- 1 Introduction -- 2 System Model -- 2.1 Objects and Transactions -- 2.2 Quorum-Based Locking Protocol -- 2.3 Data Access Model -- 2.4 Power Consumption Model of a Server -- 3 Improved EEQS (IEEQS) Algorithm -- 3.1 Quorum Selection -- 3.2 Meaningless Methods -- 3.3 Omitting Meaningless Methods -- 4 Evaluation -- 4.1 Environment -- 4.2 Average Execution Time of Each Transaction -- 4.3 Average Number of Aborted Transaction Instances -- 4.4 Average Total Energy Consumption of a Server Cluster -- 5 Concluding Remarks -- References -- Improving Data Loss Prevention Using Classification -- Abstract -- 1 Introduction -- 2 The Proposal Method -- 3 The Classification Criteria -- 4 Implementation of the Specific Rights -- 5 Conclusion -- References -- Integrated Model of the Wavelet Neural Network Based on the Most Similar Interpolation Algorithm and Pearson Coefficient -- 1 Introduction -- 2 Related Work -- 2.1 Wavelet Neural Network -- 2.2 Bootstrap Algorithm -- 3 SIM-PB-Wavelet Model -- 3.1 Most Similar Interpolation Algorithm -- 3.2 Weight of Each Model -- 3.3 Training of the Wavelet Neural Network -- 4 Modeling and Methods -- 4.1 SIM-Wavelet Model -- 4.2 SIM-P-Wavelet Model -- 4.3 SIM-PB-Wavelet Model -- 5 Experiments -- 5.1 Data. , 5.2 Results and Discussions.

Note: Intro -- Preface by Editors -- Contents -- List of Contributors -- Exploring the Hamming Distance in Distributed Infrastructures for Similarity Search -- 1 Introduction -- 2 Background -- 2.1 Vector Space Model -- 2.2 Random Hyperplane Hashing and Hamming Similarity -- 3 Literature Review -- 4 Similarity Search Based on Hamming Distance -- 4.1 Hamming DHT -- 4.2 HCube -- 5 Evaluations -- 5.1 Hamming Similarity -- 5.2 Hamming DHT -- 5.3 HCube -- 6 Conclusions and Further Research Issues -- References -- Data Modeling for Socially Based Routing in Opportunistic Networks -- 1 Introduction -- 2 Opportunistic Networks -- 2.1 Definition -- 2.2 Challenges -- 2.3 Use Cases -- 3 Data Routing and Dissemination -- 3.1 Basic Algorithms -- 3.2 Socially Based Algorithms -- 3.3 History-and Prediction-Based Algorithms -- 4 Potential Solutions -- 4.1 SPRINT -- 4.2 SENSE -- 5 Future Trends -- 6 Conclusions -- Decision Tree Induction Methods and Their Application to Big Data -- 1 Introduction -- 2 Preliminary Concepts and Background -- 3 Subtasks and Design Criteria for Decision Tree Induction -- 4 Attribute Selection Criteria -- 4.1 Information Gain Criterion and Gain Ratio -- 4.2 Gini Function -- 5 Discretization of Attribute Values -- 5.1 Binary Discretization -- 5.2 Multi-interval Discretization -- 5.3 Discretization of Categorical or Symbolical Attributes -- 6 Pruning -- 6.1 Overview about Pruning Methods -- 6.2 An Example of a Pruning Method - Cost-Complexity Pruning -- 7 Fitting Expert Knowledge into the Decision Tree Model, Improvement of Classification Performance, and Feature Subset Selection -- 8 How to Interpret a Learnt Decision Tree? -- 8.1 Quantitative Measures for the Quality of the Decision Tree Model -- 8.2 Comparison of Two Decision Trees -- 9 Conclusions -- References. , Sensory Data Gathering for Road Traffic Monitoring: Energy Efficiency, Reliability, and Fault Tolerance -- 1 Introduction -- 2 Literature Survey -- 3 Convergecast Tree Management Scheme -- 3.1 System Model and Assumptions -- 3.2 Initialization -- 3.3 Tree Maintenance -- 3.4 Convergecast Controller -- 4 Simulation Result -- 5 Conclusion and Future Directions of Research -- References -- Data Aggregation and Forwarding Route Control for Efficient Data Gathering in Dense Mobile Wireless Sensor Networks -- 1 Introduction -- 2 Assumptions -- 2.1 System Environment -- 2.2 Geo-Routing -- 3 Related Work -- 3.1 Location-Based DataManagement in Dense MANETs -- 3.2 Data Gathering Utilizing Correlation of Data in Wireless Sensor Networks -- 4 DGUMA: Our Previous Method -- 4.1 Mobile Agent -- 4.2 Deployment of Mobile Agents -- 4.3 Movement of Mobile Agent -- 4.4 Transmission of Sensor Data -- 5 DGUMA/DA: The Extended Method -- 5.1 Outline -- 5.2 Timer Setting -- 5.3 Transmission of Sensor Data -- 5.4 Forwarding Route Control -- 5.5 Restoring Sensor Readings at the Sink -- 6 Discussion -- 6.1 Overhead Generated by the Forwarding Route Control -- 6.2 Traffic for Data Gathering Using Lengthwise Tree in the Lengthwise Distribution -- 6.3 Traffic for Data Gathering Using Crosswise Tree in the Crosswise Distribution -- 6.4 Traffic Generated by Data Gathering Using Lengthwise Tree in the Crosswise Distribution -- 6.5 The Relation between the Performance Gain and the Overhead Generated by the Forwarding Route Control -- 7 Simulation Experiments -- 7.1 Simulation Model -- 7.2 Validation of the Discussion in Section 6 -- 7.3 Performance Evaluation of DGUMA/DA -- 8 Conclusion -- References -- P2P Data Replication: Techniques and Applications -- 1 Introduction -- 2 P2PSystems -- 3 Data Replication and Update Management in P2P Systems -- 3.1 Data Replication Update Management. , 3.2 Data Replication Techniques in P2P -- 4 Replication Requirements and Solutions for Different Applications -- 4.1 Consistency and Limits to Replication -- 4.2 Context and Uses of Data Replication -- 5 A Fuzzy-Based System for Evaluating Data Replication Factor -- 5.1 Fuzzy Logic -- 5.2 Proposed System -- 5.3 Simulation Results -- 6 Discussion and Analysis -- 6.1 Setting Up a Replication Plan -- 7 Conclusions -- References -- Leveraging High-Performance Computing Infrastructures to Web Data Analytic Applications by Means of Message-Passing Interface -- 1 Introduction -- 2 Data-Centric Parallelisation with MPI -- 3 OMPIJava - Java Bindings for Open MPI -- 4 OMPIJava Performance Evaluation -- 5 Parallelisation of Random Indexing with MPI -- 6 Performance Analysis Tools -- 7 Conclusion and Future Directions -- References -- ReHRS: A Hybrid Redundant System for Improving MapReduce Reliability and Availability -- 1 Introduction -- 2 Background and Related Work -- 2.1 Background -- 2.2 Related Work -- 3 The Proposed System -- 3.1 Metadata -- 3.2 State/Metadata Synchronization -- 3.3 Periodical P-Metadata Backup/Update -- 3.4 Failure Detection -- 3.5 Dynamic Warmup Mechanism -- 3.6 Takeover Process -- 4 Performance Evaluation -- 4.1 Takeover Delays Evaluation -- 4.2 Warmup Performance Evaluation -- 5 Conclusion and Future Work -- References -- Analysis and Visualization of Large-Scale Time Series Network Data -- 1 Introduction -- 2 Big Data Applications -- 2.1 Environmental Sustainability -- 2.2 Data Mining for Trend Identification -- 2.3 Sensor Networks and Visualization -- 2.4 Network Application Design -- 2.5 Big Data Analysis for Environmental Sustainability -- 3 Visualization and Pattern Identification in Big Data -- 3.1 Large-Scale Data for Visualization -- 3.2 Time Series Data Analysis -- 3.3 Methodology -- 4 Preparing Big D Data for Analysis. , 5 RapidMiner vs. Weka vs. Orange -- 6 Mining the Data -- 7 Visual Inspectio on of Raw Data -- 8 Visualization an nd Presentation in Context -- 9 Conclusions -- References -- Parallel Coordinates Version of Time-Tunnel (PCTT) and Its Combinatorial Use for Macro to Micro Level Visual Analytics of Multidimensional Data -- 1 Introduction -- 2 Related Work -- 3 Essential Mechanisms of IntelligentBox -- 3.1 Model-Display Object (MD) Structure -- 3.2 Message-Sending Protocol for Slot-Connections -- 4 Time-Tunnel and Its Parallel Coordinates Version -- 4.1 System Configuration -- 4.2 Parallel Coordinates Version of Time-Tunnel (PCTT) -- 4.3 2Dto2D Visualization Functionality -- 5 Network Data Visualization Using PCTT with 2Dto2D Visualization -- 5.1 IP Packet Data -- 5.2 PCTT with 2Dto2D Visualization for IP Packet Data -- 5.3 Intrusion Detection -- 6 Combinatorial Use of PCTT for Macro Level to Micro Level Visual Analytics -- 7 Other Visualization Examples -- 8 Conclusion and Remarks -- References -- Towards a Big Data Analytics Framework for IoT and Smart City Applications -- 1 Introduction -- 2 Background: Big Data and the Internet of Things -- 2.1 The Various Faces of Big Data -- 2.2 Internet of Things -- 3 State of the Art -- 3.1 Big Data -- 3.2 Batch Processing -- 3.3 Real-Time Analytics -- 4 The Big Smart City Integration Challenges -- 4.1 Integration of Batch and Stream Processing -- 4.2 Integration of Heterogeneous Data Sources -- 4.3 Natural Text and Social Media Analysis -- 5 Case Study: Smart Grid Analytics -- 5.1 Power Quality Analytics -- 5.2 Real-Time Grid Monitoring -- 5.3 Forecasting Energy Demand -- 5.4 Lessons Learned -- 6 Unified Big Data Processing -- 6.1 Model Learning in the Batch Layer -- 6.2 Viewing Data Patterns in the Serving Layer -- 6.3 In-Stream Analytics in the Streaming Layer -- 6.4 Accessing the Data in the Application Layer. , 7 Further Research Directions -- 8 Conclusions -- References -- How the Big Data Is Leading the Evolution of ICT Technologies and Processes -- 1 Introduction -- 2 What Is the Big Data -- 2.1 Telecommunication Services -- 2.2 The Social Wave -- 2.3 Science and Research -- 2.4 Government and Public Sector -- 2.5 Internet of Things -- 2.6 Clouds -- 3 The Big Data Opportunity -- 3.1 Bringing Value -- 3.2 The Big Data Value across Sectors -- 4 The Impact of Big Data on Technologies -- 4.1 Big Data and Technologies -- 4.2 Storage Costs and Efficiency -- 5 Big Data Management and Analytics -- 5.1 Database Architectures for Big Data Processing -- 5.2 The MapReduce Paradigm -- 5.3 Hybrid Solutions -- 5.4 The Hadoop Processing Framework -- 5.5 Big Data Analytics -- 5.6 Results Visualization -- 6 Big Data Models -- 7 Conclusion -- References -- Big Data, Unstructured Data, and the Cloud: Perspectives on Internal Controls -- 1 Introduction -- 2 Preliminary Concepts and Definitions -- 3 State of the Art -- 3.1 The Advantages of Cloud Services -- 3.2 The Disadvantages of Cloud Services -- 3.3 Data Storage and the Cloud -- 3.4 The Use and Frequency of Unstructured Data -- 4 Problems, Issues, and Challenges -- 4.1 Self-performed Audit Procedures -- 4.2 Third-Party (Service) Audit Procedures -- 4.3 Other Procedures -- 4.4 Timescales and Logistical Concerns -- 5 Proposed Approach and Solutions -- 5.1 Background to the Survey -- 5.2 The Survey -- 5.3 Survey Results -- 5.4 Interpretation and Analysis of the Results -- 6 Summary Evaluations and Lessons Learned -- 7 Further Research Issues -- 8 Conclusion -- References -- Future Human-Centric Smart Environments -- 1 Introduction -- 2 Main Challenges for Achieving Livable Smart Cities -- 2.1 IoT Technologies -- 2.2 Trusted IoT -- 2.3 Smart City Management and Services -- 2.4 User Involvement -- 3 User Centric IoT Systems. , 3.1 Human Centered Perspective.

Note: Intro -- Preface -- Transactions on Computational Collective Intelligence -- Contents -- Management and Computer Science Synergies: A Theoretical Framework for Context Sensitive Simulation Environment -- 1 Introduction -- 2 The Proposition of a Theoretical Model -- 2.1 A Review of the Literature -- 2.2 The Model and Research Hypotheses -- 3 Hypotheses Validation Methodology of the Proposed Model: SEM -- 4 Methodology to Build Context Sensitive Simulation Environment: Fuzzy Data Analysis -- 4.1 Fuzzy Clustering -- 4.2 Fuzzy Rules Extraction -- 5 The Simulation Environment -- 6 Related Works -- 7 Conclusions and Future Works -- References -- Improved Recommendation System Using Friend Relationship in SNS -- Abstract -- 1 Introduction -- 2 Recommended Types of Social Networks -- 2.1 The Representation and the Characteristics of Social Network Data -- 2.2 Recommended Items Based on Social Networks -- 2.3 Recommend of SNS Friends -- 3 Improved Recommendation of SNS Friends: Matrix Decomposition Model on Context -- 3.1 The Introduction of Matrix Decomposition Model -- 3.2 Improved Model -- 4 Experiment and Analysis -- 4.1 A Set of Training Data -- 4.2 Evaluation Standards -- 4.3 The Results of Experiment -- 5 Summary -- References -- Bidirectional Analysis Method of Static XSS Defect Detection Technique Based On Database Query Language -- 1 Introduction -- 2 Reverse XSS Defect Detection Theory -- 2.1 Domains of XSS Defect Description -- 2.2 Relations of XSS Defect Detection -- 2.3 Reverse Semantic Analysis Rules of XSS Defect Detection -- 2.4 Bidirectional Taint Propagation Analysis Approach -- 3 Implementation of Reverse Static Detection on XSS Defect -- 3.1 Pre-processing Program -- 3.2 Call Information Analysis of the Source Code -- 3.3 Program Information Analysis -- 3.4 Defect Rules Matching Analysis -- 4 The Results and Analysis of Experiments. , 4.1 Comparing Results of Forward Analysis, Reverse Analysis and Bidirectional Analysis -- 5 Conclusion and Future Work -- References -- A Multilevel Security Model for Search Engine Over Integrated Data -- 1 Introduction -- 2 Related Work -- 2.1 Data Integration and Secure Search -- 2.2 Multi Level Security -- 2.3 Integration of Security Policies -- 3 Scenarios and Systems -- 3.1 Search Systems -- 3.2 The Integration Architecture -- 3.3 Formal Model -- 4 Access Policy Integration -- 4.1 Integration Sequence -- 4.2 Lattice Integration -- 4.3 Mapping Function Translation -- 4.4 Matrix Integration -- 5 Security Analysis and Proof -- 6 Conclusions -- 6.1 Work Summary -- 6.2 Contributions -- 6.3 Future Work -- References -- Security Analysis of Two Identity Based Proxy Re-encryption Schemes in Multi-user Networks -- 1 Introduction -- 1.1 Our Contribution -- 1.2 Organization -- 2 Review of a Multi-use CCA-secure IBPRE Scheme -- 2.1 Definition and Security Model -- 2.2 The Wang et al.'s IBPRE Scheme -- 3 Our Attack -- 3.1 Attack I -- 3.2 Attack II -- 3.3 On Collusion Resistance -- 4 Review of Another IBPRE Scheme -- 4.1 Definition of Single-Hop Unidirectional IBPRE -- 4.2 Security Model for Single-Hop Unidirectional IBPRE -- 4.3 Luo et al.'s IBPRE Scheme -- 5 Security Analysis -- 5.1 Attack by Using the Insecure ReKeyGen Algorithm -- 5.2 On the Transitivity Property -- 6 Conclusion -- References -- Enabling Vehicular Data with Distributed Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Application of ML Algorithms on Traffic Data -- 4 Distributing k-Nearest Neighbors -- 5 Discussion -- 6 Conclusion -- References -- Adapting Distributed Evolutionary Algorithms to Heterogeneous Hardware -- 1 Introduction -- 2 Background -- 3 The HAPA Methodology -- 4 Experimental Setup -- 4.1 The Knapsack Problem -- 4.2 Parameters. , 5 HAPA Phase 1: Know Your Platform -- 5.1 Hardware Description -- 5.2 Ranking Using Standard Benchmark Software -- 5.3 Ranking Using Traditional dGAs -- 5.4 Mathematical Approximation of Running Times -- 6 HAPA Phase 2: Design Your Algorithm -- 6.1 DGA_HAPA: A First Algorithm Derived from HAPA -- 6.2 DGA_HAPA-FM: A Second dGA Derived from HAPA -- 7 HAPA Phase 3: Obtaining the Results -- 7.1 Hit Rate Analysis -- 7.2 Numerical Effort Analysis -- 7.3 Runtime Analysis -- 7.4 Search Diversity Analysis -- 8 Conclusions and Future Research -- References -- Eroca: A Framework for Efficiently Recovering Outsourced Ciphertexts for Autonomous Vehicles -- 1 Introduction -- 1.1 5G Telecommunication Network and Autonomous Vehicle System -- 1.2 Attribute Based Encryption for Sharing Real-Time Traffic Information -- 1.3 Motivation and Contribution -- 1.4 Organization -- 2 Definition and Security Model for KP-ABE-SR -- 3 A Concrete KP-ABE-RS Scheme and Its Security Analysis -- 3.1 Access Tree -- 3.2 The Concrete KP-ABE-RS Scheme -- 3.3 Security Proof -- 4 The Eroca System -- 5 Performance Evaluation -- 6 Conclusion -- References -- Coarser-Grained Multi-user Searchable Encryption in Hybrid Cloud -- 1 Introduction -- 1.1 Related Works -- 1.2 Key Problems -- 1.3 Contributions -- 2 Preliminaries -- 2.1 Broadcast Encryption -- 2.2 Single-User Searchable Encryption -- 2.3 Multi-user Searchable Encryption -- 3 System Model -- 3.1 Basic Model -- 3.2 Data Flows -- 3.3 Coarse-Grained Access Control -- 4 Multi-user Searchable Encryption for Data Sharing -- 4.1 Our Construction -- 4.2 Security Analysis -- 4.3 Comparison -- 5 Implementation -- 5.1 Access Control Implementation -- 5.2 SUSE Scheme Supporting Two-Phase Operation -- 6 Conclusion -- References -- Quantum Information Splitting Based on Entangled States -- 1 Introduction -- 2 Preliminary. , 2.1 For the First MQIS Protocol -- 2.2 For the Second QIS Protocol -- 3 MQIS Protocol Based on ES of Bell States -- 3.1 (2,2) Protocol -- 3.2 (3,3) Protocol -- 3.3 (n,n) Protocol -- 4 QIS Protocol Based on Four-Particle Cluster States -- 5 Protocol Analysis -- 5.1 Security Analysis -- 5.2 Efficiency Analysis -- 6 Conclusion -- References -- Zero-Tree Wavelet Algorithm Joint with Huffman Encoding for Image Compression -- 1 Introduction -- 2 Description of EZW Algorithm -- 3 The Analysis of EZW Performance -- 4 EZW Joint with Huffman Coding Scheme -- 4.1 The Thought of Joint Coding -- 4.2 Joint Coding Simulation Results and Performance Analysis -- 5 Conclusions -- References -- Author Index.

Note: Title Page -- Preface -- Acknowledgements -- Contents -- User-Centred Evaluation and Organisational Acceptability of a Distributed Repository to Support Communities of Learners -- Introduction -- Background -- Context -- Related Work -- Introduction to EERN and DELTA -- Methodological Background -- EERN/DELTA Goals -- DELTA/EERN Architecture -- DELTA's User Interface -- Methods Used in Phase 1 and Phase 2 -- Phase 1: EERN Evaluation and Analysis -- Phase 2: UBERN Evaluation and Analysis -- Results and Discussion -- Phase 1: EERN -- Phase 2: UBERN -- Towards a Fully Decentralized Learning Repository -- Summative Evaluation and Conclusions -- Future Work -- References -- Facebook as a Collaborative Platform in Higher Education: The Case Study of the Universitat Oberta de Catalunya -- Introduction -- State of the Art -- Open Social Learning and 2.0 Social Networks -- Uses of Facebook in Higher Education: Background -- Objectives -- The Learning Methodology -- Assessment Methodologies -- Analysis of the Experience at a Quantitative Level -- Qualitative Approach: A Virtual Ethnography in the Facebook Context -- Results -- Conclusions -- References -- Development and Implementation of an Enterprise Learning Architecture for Collaborative Learning -- Introduction -- E-Warehouse: A Framework For Learning -- Implementation of Collaborative Environment -- Curriculum Development -- Pedagogical Materials and Data Warehouse -- Assessment of Student Learning -- Sample Learning Context -- Learning Pillars -- Description of the SCM Pillar -- Description of the PLM Pillar -- Integration with Other Learning Pillars: E-Warehouse Roof: SCM / PLM Integration -- Management Environment for E-Warehouse -- Design -- Creating a Learning Pillar Using AdminTool -- Future Work -- Conclusions -- References. , A Rational Framework for Student Interactions with Collaborative Educational Systems -- Introduction -- A Rational Model of Procrastination -- The Impact of Procrastination on Collaboration -- Data -- Measurement -- Results -- Increased Activity -- Diminished Performance -- Efforts to Overcome Low Performance -- A Few Illustrative Cases -- Discussion and Conclusions -- References -- Interaction Analysis as a Tool for Supporting Collaboration: An Overview -- Introduction -- Analysis and Evaluation for the Support of Collaborative Learning Activities -- A Framework for Interaction Analysis and Evaluation Techniques -- Top-Down Automatic Interaction Analysis Techniques -- Automated Interaction Analysis Based on Event Logs -- Automated Interaction Analysis Based on Event Logs and a Priori Annotations of Verbal Content -- Interaction Analysis Techniques with the Aid of Human Evaluators -- Coding schemes -- Rating schemes -- Trained Automatic Interaction Analysis Based on Human Evaluations -- Automated Interaction Analysis Trained on Coded Data -- Automated Interaction Analysis Trained on Rated Data -- Conclusions -- References -- CLFP Intrinsic Constraints-Based Group Management of Blended Learning Situations -- Introduction -- Flexible Solutions for Supporting CSCL Scripts -- Flexibility as Disjunction of Intrinsic and Extrinsic Constraints -- Limitations in Supporting Group Management in Collaborative Blended Learning Scenarios -- Considering the Intrinsic Constraints of Two IMS LD CLFPs -- Flexibility Constraints for TAPPS and Jigsaw -- Jigsaw and TAPPS CLFPs -- Representing the Intrinsic Constraints with IMS LD -- Supporting Flexibility for Group Management: A Web-Based Tool -- A Web-Based Application -- The Architecture -- Preliminary User Study Evaluation -- Description of the User Study -- Results -- Future Developments. , Conclusion and Future Work -- References -- A Pedagogical Approach for Collaborative Ontologies Building -- Introduction to Collaborative Learning Ontology -- About Collaborative Building of Ontologies -- Collaborative Ontology Authoring Tools -- Social Space for Ontology Maturing and Nurturing -- A CSCL Driven Model for Collaborative Ontology Construction and Maturing -- Top Down Approach for the Collaborative Ontology Construction: To Increase the Value of Teachers' Contribution -- Collaborative Ontology Construction Scenarios -- A Tool for the Collaborative Building of Ontologies -- Bottom Up Collaborative Ontologies Building: To Increase the Value of Students' Contribution -- Ontology Extraction and Validation from a Semantic Space -- Assessment of the Contribution Derived by Group Activities over Terms and Concepts Defined in Educational Ontology -- Text Analysis, Network Text Analysis and Ontology Comparison -- Conclusions -- References -- A Model-Based Approach to Designing Educational Multiplayer Video Games -- Introduction -- The VGSCL System -- Goals -- Tasks -- Interaction -- Modeling the VGSCL System -- Models of Educational Content -- Models for Recreational Content -- Model to Relate Educational and Recreational Contents: The General Tasks and Goals Model -- User Modeling -- Recording Information in the Models -- Conclusions and Further Work -- References -- A Framework to Foster Collaboration between Students through a Computer Supported Collaborative Learning Environment -- Introduction -- On Adapting Collaborative Frameworks -- Component-Based Adaptive Framework -- Adaptation to Foreseeable Situations -- Adaptation for Unforeseen Situations -- From the Framework to a Prototype -- Framework Components Mapping -- Implementation Details for the Prototype -- Formative Evaluation of the Prototype -- Experience Description. , Information Obtained from the Questionnaires -- Conclusions and Future Work -- References -- Apt to Adapt: Micro- and Macro-Level Adaptation in Educational Games -- Introduction -- Around an Inspiring Virtual Learning World -- Micro Level Assessment -- Micro Level Interventions -- Meta-cognitive Interventions -- Cognitive Interventions -- Motivational Interventions -- Adaptation by Interactive Storytelling -- Collaborative Learning -- Conclusions and Outlook -- References -- A Collaborative and Adaptive Design Pattern of the Jigsaw Method within Learning Design-Based E-Learning Systems -- Introduction -- The Rationale -- LAMS -- The Jigsaw Collaborative Method -- Adaptation -- Design of the Jigsaw Adaptive Online Learning Activity -- Summary and Future Research Plans -- References -- Recommendation of Learning Material through Students´ Collaboration and User Modeling in an Adaptive E-Learning Environment -- Introduction -- Related Works -- AdaptWeb® Environment -- Integrating Recommendation Mechanism to AdaptWeb® -- Multi-Criteria Ontology for Learning Materials -- The Collaboration Process -- Scenario of Use -- Conclusions -- References -- Modeling Adaptation Patterns in the Context of Collaborative Learning: Case Studies of IMS-LD Based Implementation -- Introduction -- Background -- Adaptation Patterns: Adaptivity in Systems for Collaborative Learning -- Modeling Adaptation Patterns -- The Basics of LD: Adaptivity Capabilities and Limitations -- IMS-LD and APs Case Studies: APs Expressed in IMS-LD -- Advance the Advanced -- Lack of Confidence -- Group Heterogeneity Based on Prior Domain Knowledge -- Discussion and Future Work -- Conclusion -- References -- Author Index.

Note: Intro -- 4th International Conference on Intelligent and Interactive Systems and Applications (IISA2019) -- Editorial -- Acknowledgements -- Contents -- Intelligent Systems -- Recognition of Voiceprint Using Deep Neural Network Combined with Support Vector Machine -- Abstract -- 1 Introduction -- 2 Methods -- 3 Voiceprint Recognition Based on DBN-SVM -- 3.1 Experimental Procedures and Processes -- 3.2 Corpus Description and MFCC Extraction -- 3.3 DBN Training and Deep Feature Extraction -- 3.4 Experimental Result and Analysis -- 4 Conclusion -- Acknowledgments -- References -- Research on Intelligent Patent Classification Scheme Based on Title Analysis -- Abstract -- 1 Introduction -- 2 Topic-Based Patent Classification Scheme -- 2.1 The Process of Topic-Based Patent Classification Scheme -- 2.2 Results and Discussion -- 3 Title Word-Frequency-Based Patent Classification Scheme -- 3.1 The Process of Title Word-Frequency-based Patent Classification Scheme -- 3.2 Results and Discussion -- 4 Conclusions -- References -- Study on Intelligent Recognition Matching and Fusion Interaction Technology of Electrical Equipment Model -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Purpose and Significance -- 1.3 Overseas Research Levels -- 1.4 Domestic Research Levels -- 2 Solutions and Key Technologies -- 2.1 Power Equipment Model Identification -- 2.2 Panoramic Model and Background Real-Time Monitoring Data Fusion Interaction -- 2.3 Physical Device Model Overlay and Virtual Integration -- 2.4 Model Control Interaction -- 3 Conclusion -- Acknowledgments -- References -- Deep Knowledge Tracing Based on Bayesian Neural Network -- Abstract -- 1 Introduction -- 2 Related Works -- 3 BDKT -- 3.1 BDKT Input Data -- 3.2 BDKT Model Structure -- 3.3 BDKT Parameter Learning -- 4 Results and Discussion -- 4.1 BDKT Vs DKT. , 4.2 BDKT Parameter Randomness and Model Uncertainty -- 4.3 Relationship Between the Students' Behaviors -- 5 Conclusion -- Acknowledgment -- References -- Co-simulation of Sub-frame of the Intelligent Fire Truck Based on SolidWorks and ANSYS Workbench -- Abstract -- 1 Introduction -- 2 Main Technical Difficulties -- 2.1 The Connection Problem -- 2.2 Contact Settings -- 2.3 Meshing -- 3 Load Loading -- 4 Simulation Results -- 4.1 Static Simulation Without Impact Force -- 4.2 Static Simulation with Impact Force -- 4.3 Modal Analysis of the Overall Structure -- 5 Conclusion -- Acknowledgments -- References -- Design of Framework on Intelligent Simulation and Test Platform for High Power Microwave Sources -- Abstract -- 1 Introduction -- 2 Requirement Analyses -- 2.1 User Requirements -- 2.2 Functional Requirements -- 2.3 Interface Requirements -- 3 Frame Design -- 3.1 Development Language Selection -- 3.2 Design Model -- 3.3 Design Method -- 3.4 Computing Model -- 4 Technical Support -- Acknowledgments -- References -- Design of Intelligent Meter Life Cycle Management System Based on RFID -- Abstract -- 1 Introduction -- 2 Anti-collision Algorithm Processing of RFID Signal -- 3 Composition of the Life Cycle Management System -- 3.1 Cloud Platform Management System -- 3.2 RFID Intelligent Meter Storage System -- 3.3 RFID Smart Meter On-Site Data Copying System -- 4 Design of RFID Electronic Tag Antenna -- 5 Conclusion -- Acknowledgements -- References -- Design of Single-Phase Intelligent Meter Based on RFID Semi Active Technology -- Abstract -- 1 Introduction -- 2 Overall Design of Smart Meter -- 3 Hardware Design of Smart Meter -- 3.1 CPU Module -- 3.2 Metering Module -- 3.3 Communication Module -- 3.4 Clock and Storage Module -- 4 Software Design -- 4.1 Overall Structure of the Software -- 4.2 RFID Interface Design Based on Three-Tier Architecture. , 5 System Debugging -- 6 Conclusion -- Acknowledgements -- References -- Research on Anti-fall Algorithms of Substation Intelligent Inspection Robot -- Abstract -- 1 Introduction -- 2 Design of Inspection Platform -- 3 Ranging Principle of Binocular Camera -- 4 Application Principle of Anti-falling -- 5 Design and Analysis of Algorithms -- 6 Conclusion -- References -- Research and Application of Process Object Modeling Method Based on Deep Learning -- Abstract -- 1 Introduction -- 2 DNN Deep Learning Algorithms -- 3 Modeling of DNN Deep Learning Network -- 3.1 Open-Loop Modeling Method Based on Multiple Inertial Filters -- 3.2 Closed-Loop Modeling Method Based on Two DNN Models -- 4 Conclusion -- References -- Performance Assessment of Smart Electricity Meters Based on Max Margin Bayesian Classifiers -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Feature Selection Based on Genetic Algorithm -- 2.2 Learning Max-Margin Bayesian Classifiers Based on Bagging Ensemble -- 2.3 Selecting Max Margin Bayesian Classifiers Subset Based on Clustering Algorithm -- 3 Experimental Results and Analysis -- 4 Conclusions and Future Works -- References -- Operating Performance Assessment of Smart Meters Based on Bayesian Networks and Convex Evidence Theory -- Abstract -- 1 Introduction -- 2 The Proposed Methodology -- 2.1 Discretization -- 2.2 Training of Bayesian Networks from Historical Data of Smart Electricity Meters -- 2.3 Using the Convex Evidence Theory to Integrate the Assessment Results of Bayesian Networks -- 3 Experimental Results and Analysis -- 4 Conclusions and Future Works -- Acknowledgments -- References -- Research on Object-Oriented Design Defect Detection Method Based on Machine Learning -- Abstract -- 1 Introduction -- 1.1 Motivation -- 1.2 Related Work -- 2 Software Design Defects -- 2.1 Related Concepts -- 2.2 Related Definition. , 3 Design Defect Detection Method -- 3.1 Design Defect Detection -- 3.2 Feature Extraction -- 3.3 Design Defect Classifier Algorithms -- 3.4 Design Defect Detection Algorithms -- 4 Experiment and Evaluation -- 4.1 Experiment -- 4.2 Result Analysis -- Acknowledgments -- References -- Design of Electromagnetic Energy-Saving Intelligent Vehicle -- Abstract -- 1 Introduction -- 2 Principles of Operation -- 3 Test Results -- 4 Conclusion -- Acknowledgments -- References -- New Energy Vehicle Reliability Research by Large Data -- Abstract -- 1 Introduction -- 2 Reliability Analysis Theory -- 3 Acquisition of Automobile Fault Data -- 4 Calculation of Equivalent Fault Number Change Curve of Automobile in Different Mileage Ranges -- 4.1 Establishing the Curve of Vehicle Type Changing with the Number of Mileage Faults -- 4.2 Classification of Fault Hazard Degree -- 4.3 Calculation of Equivalent Fault Number Change Curve of Automobile in Different Mileage Ranges -- 5 Calculation of Reliability Evaluation Index of Vehicle Type -- 6 Establishment of Comprehensive Evaluation Model of Vehicle Type Reliability -- 7 Conclusion -- References -- One-Step Prediction for GM(1,1) with a Sliding Data Window -- Abstract -- 1 Introduction -- 2 The GM(1,1) Model -- 3 Introducing the Sliding Data Window to GM(1,1) -- 4 The Requirements of Data Samples for GM(1,1) -- 5 Experimental Results -- 6 Conclusions -- Acknowledgement -- References -- Evaluation on Well-Canal Combined Irrigation Modes for Cotton Fields in the South of Xinjiang, China Based on an Algorithm of Fuzzy Neutral Network -- Abstract -- 1 Background -- 2 Flow and Steps of the Algorithm -- 2.1 Flow of Algorithm for Fuzzy Neural Network -- 2.2 Steps of the Algorithm -- 3 Mathematical Principles of the Algorithm -- 3.1 Principles of Fuzzy Mathematics and FNN -- 3.2 Fuzzy Function and FNN -- 4 Empirical Analysis. , 4.1 Prediction Image of Training Data Based on FNN Algorithm -- 4.2 Results -- 5 Conclusions -- Acknowledgements -- References -- Grape Downy Mildew On-line Detection Based on Accurate Image Processing Method Preformed on Embedded Ambient Intelligence System -- Abstract -- 1 Introduction -- 2 Intelligent Image Processing -- 2.1 Holistic Methods Organization Chart -- 2.2 Image Processing -- 2.3 Decrease of Disturbance of Leaf Vein -- 3 System Design -- 4 GDM Diagnose, Grading and Preventive Measures -- 5 Conclusion -- Acknowledgments -- References -- An Improved Bisecting K-Means Text Clustering Method -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Data Processing -- 3.1 Corpus Acquisition -- 3.2 Data Extraction Using Word2Vec -- 3.3 Using TF-IDF to Select Feature Word Vector -- 4 The Improved Bisecting K-Means Text Clustering Method -- 4.1 Bisecting K-Means Clustering -- 4.2 Improved Bisecting K-Means Algorithm -- 5 Experimental Results Analysis -- 5.1 Experimental Process -- 5.2 Experimental Results -- 6 Conclusion -- Acknowledgements -- References -- PLC-Based Control System Design of Intelligent and Efficient Multiple Parking Device -- Abstract -- 1 Introduction -- 2 Structure and Principle of Intelligent and High Efficiency Multiple Parking Device -- 3 Design of Control System -- 4 Design of System Hardware -- 5 Design of System Software -- 5.1 The Initialization of System -- 5.2 The Procedure of Storage Car -- 5.3 The Rotation of Motor -- 6 Conclusion -- Acknowledgement -- References -- Sparse Acceleration Algorithm Based on Likelihood Upper Bound -- Abstract -- 1 Introduction -- 2 Acceleration Based on Likelihood Upper Bound Filtering -- 2.1 Sparse Expression Target Tracking -- 2.2 Observation Likelihood Upper Bound -- 2.3 Bounded Particle Resampling -- 3 Experimental Results and Analysis -- 3.1 Experimental Data and Algorithm Description. , 3.2 Evaluation Criteria.

Note: Title Page -- Preface -- Introduction -- Contents -- Part I: Design of Adaptive Learning Systems -- Reuse of Data Flow Designs in Complex and Adaptive CSCL Scripts: A Case Study -- Introduction -- Background -- The Data Flow Problem in Learning Design and the Composition-Based Approach -- Data Flow Approaches and the Reuse Dimension -- The LeadFlow4LD Design Methodology -- MOSAIC Case Study -- A LeadFlow4LD Implementation of MOSAIC Scenario -- Discussion -- An Abstract Workflow Template-Based Approach -- Conclusions and Future Work -- References -- System Orchestration Support for a Collaborative Blended Learning Flow -- Introduction -- Description of a Previous Experimental Study -- Description of the Experiment: Meeting the Campus Together -- Overview of the Results of the Experiment -- Limitations on the Orchestration Tasks -- System for the Scripted Orchestration -- Course Flow Management Technologies -- The Scripted Course Flow -- Technical Details of the Scripted Flow -- Results Analysis of the Solution: A Simulation -- Conclusions -- References -- Adaptive Collaboration Scripting with IMS LD -- Introduction -- CSCL Scripts - Theory and Adaptation -- Related Work -- Proposed Extensions to IMS LD -- Examples -- Modelling Group Work -- Groups -- Artefacts -- Sequencing- and Execution Flow- Specification -- Environments and Collaboration Contexts -- Services -- Service Selection -- Functions -- Permissions -- Monitoring Execution and Reacting to State Changes -- Run-Time Model -- Event Handling -- Exception Handling -- Adaptive Interventions -- Basic Adaptation Actions -- Advanced Adaptation Mechanisms -- Summary and Outlook -- References -- Extending IMS-LD Capabilities: A Review, a Proposed Framework and Implementation Cases -- Introduction -- Background -- AICLS Systems and Adaptation Patterns. , A Review of IMS-LD Based Adaptation Attempts -- AICLS Reference Framework: IRMO and MAPIS -- Requirements from an AICLS Framework -- MAPIS: Architecture for Implementing Adaptations with IMS-LD -- MAPIS Case Studies: Adaptations Expressed in IMS-LD -- Trigger Peer Interactions -- Discussion and Future Work -- References -- Prototype Tools for the Flexible Design of CSCL Activities Based on the Adaptation Pattern Perspective -- Introduction -- Supporting Collaboration -- Collaboration Scripts and the Need for Flexibility -- Adaptive Collaboration Support -- Research Motivation -- Adaptation Patterns -- The Nature of Adaptation Patterns -- The DeACS Methodology -- Adaptation Pattern Analysis -- The FlexCoLAB System -- Authoring Environment -- Student Environment -- PPR (Pyramid Peer Review) -- The Core Idea -- Design Analysis- The Design Axes -- System Architecture -- The Case Study -- Conclusions and Future Work -- References -- Adapting the Collaborative Strategy 'Students Team Achievement Divisions' in an Information Technology Work Place -- Introduction -- Background -- LAMS -- Student - Teams - Achievement - Divisions (STAD) -- Adaptation -- Design of an Adaptive STAD Online Learning Activity in LAMS -- Phase 1: Introduction to the Learning Activity -- Phase 2: Personal Assessment -- Phase 3: Adaptive Group Formation -- Phase 4: Adaptive Individual Learning and Group Collaboration -- Phase 5: Adaptive Collaborative Group Report Preparation -- Phase 6: Group Report Presentation -- Phase 7: Team Assessment -- Phase 8: Adaptive Individual Assessment -- Phase 9: Praise for Best Group Reports -- Implementing the 2nd Phase of the Adaptive Collaborative Method STAD: Determining Learners-Employees' Learning Styles within the Context of an IT Work Place -- Aims of the Approach -- The Framework of the Legal Council of the Hellenic State. , Research Tools and Methodology -- Presentation-Annotation of the Aggregate Results of the Survey -- Summary and Future Work -- References -- Part II: Interactive and IntelligentLearning Systems -- Examining the Interrelation between the Interaction Analysis and Adaptation Research Fields within Communication-Based Collaborative Learning Activities: Convergence, Divergence or Complementarity? -- Introduction -- Computer-Based Interaction Analysis (IA) -- State of the Art -- Adaptation in CSCL -- Flexibility and Interoperability of IA Tools -- Discussion -- References -- Making Adaptations of CSCL Scripts by Analyzing Learners' Online Behavior -- Introduction -- Interaction Analysis -- Interaction Analysis Indicators -- Interaction Analysis Tools -- An Example: Adapting a Learning Script Based on a TPS Strategy Using IA Techniques -- Concluding Remarks -- References -- Behavioural Prototyping©: Making Interactive and Intelligent Systems Meaningful for the User -- Background -- Psychological Perspectives -- Interactivity and Intelligence -- Problem Solving and Learning -- Affordances and the Nature of Perceived Use -- Shortcomings of Designs: The Importance of Behavioural Profiles -- Prototypes and Archetypes -- Inclusive Design -- Formalized Behavioural Prototyping© -- Conclusion: Strengths of the Framework -- References -- The Design of a Teacher-Driven Intelligent Agent System for Supervising Lessons in LAMS -- Introduction -- Monitoring and Supervising the Learning Process and the Collaboration in LMSs -- Related Work -- Supporting the Supervisor of a Lesson in LAMS -- An Agent-Based Architecture for Intelligent Monitoring and Supervising of Lessons in LAMS -- The Scheduler Agent -- The Monitoring Agent -- The User Notification Agent -- Examples of Rules Producing Feedback Messages -- Feedback Messages Taxonomy -- Alert Messages. , Awareness Messages -- Evaluation Reports and Messages for Learners and Activities -- Response of the Messaging System to a Learning Scenario -- An Evaluation Scenario -- Conclusions and Future Work -- References -- The Text-Based Computer-Mediated Communication in Distance Education Fora: A Modelling Approach Based on Formal Languages -- Introduction -- Theoretical Framework -- Generally -- The Complexity of Text Based Computer-Mediated Communication (CMC) -- Theoretical Approaches -- Methodological Framework -- HOU Fora and Choices Justification -- Modelling of HOU Distance Education Forum -- System Development -- Data Filtering -- Roots Files Storage -- String Output -- System Integration -- Exemplary Operation -- Input -- Output -- Experiments -- Phase A -- Phase B -- Discussion -- References -- Part III: Collaborative Learning Systems -- Antecedents of Collaborative Learning in Massively Multiplayer Online Games -- Introduction -- Theoretical Background: MMOGs and Collaborative Learning -- Research Methodology -- Data Collection -- Data Analysis -- Tasks, Groups and the Player Community -- Tasks and Activities -- Team Practices -- Community Practices and the Social Environment -- Discussion and Conclusions -- References -- Validating Empirically a Rating Approach for Quantifying the Quality of Collaboration -- Introduction -- Collaborative Setting -- Determining Relations between Dimensions of Collaboration Quality -- The Rating Approach -- Rating Scheme -- Rating Process -- Reliability of Ratings -- Relations between Dimensions of Collaboration Quality -- Multidimensional Scaling of Dimensions of Collaboration Quality -- Results and Internal Validation of the MDS Algorithm -- Interpretation of the MDS Results -- Conclusions and Further Research -- References. , Internet-Mediated Communities of Practice: Identifying a Typology of Critical Elements -- Introduction -- Conceptual Foundations -- Historical Overview and Theory of Communities of Practice -- Internet-Mediated Communities of Practice -- Research Framework -- Methodology -- Results -- Discussion -- References -- Author Index.

Note: Intro -- Contents -- Wikipedia as a Source of Ontological Knowledge: State of the Art and Application -- Toward a Methodology of Collaborative Modeling and Simulation of Complex Systems -- Evolving Schedules of Independent Tasks by Differential Evolution -- A Multi-lane Double Auction for Economic- Based Service Management in the Cloud -- Monitoring and Performance Analysis of Workflow Applications in Large Scale Distributed Systems -- Scaling Relations of Data Gathering Times in an Epidemically Data Sharing System with Opportunistically Communicating Mobile Sensors -- Multilaterally Secure Ubiquitous Auditing -- A Round-Based Cover Traffic Algorithm for Anonymity Systems -- Author Index.