Innovative Mobile and Internet Services in Ubiquitous Computing

Name: Innovative Mobile and Internet Services in Ubiquitous Computing | Proceedings of the 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018)
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Proceedings of the 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018)

Leonard Barolli Fatos Xhafa Nadeem Javaid Tomoya Enokido(Editor)

Springer (Publisher)

1st Edition

Published on 7. June 2018

L, 950 pages

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978-3-319-93554-6 (ISBN)

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Content

Intro
Welcome Message of IMIS-2018 International Conference Organizers
IMIS-2018 International Conference Organizers
IMIS-2018 General Chair
IMIS-2018 Program Committee Co-chairs
Welcome Message from IMIS-2018 Workshops Co-chairs
Workshops Co-chairs of IMIS-2018 International Conference
IMIS-2018 Organizing Committee
Honorary Chair
General Chair
Program Committee Co-chairs
Workshops Co-chairs
Advisory Committee Members
Award Co-chairs
International Liaison Co-chairs
Publicity Co-chairs
Local Arrangement Co-chairs
Web Administrators
Track Areas and PC Members
1. Multimedia and Web Computing
Track Co-chairs
PC Members
2. Context and Location-Aware Computing
Track Co-chairs
PC Members
3. Data Management and Big Data
Track Co-chairs
PC Members
4. Security, Trust and Privacy
Track Co-chairs
PC Members
5. Energy Aware and Pervasive Systems
Track Co-chairs
PC Members
6. Modeling, Simulation and Performance Evaluation
Track Co-chairs
PC Members
7. Wireless and Mobile Networks
Track Co-chairs
PC Members
8. Intelligent Technologies and Applications
Track Co-chairs
PC Members
9. Cloud Computing and Service-Oriented Applications
Track Co-chairs
PC Members
10. Ontology and Semantic Web
Track Co-chairs
PC Members
11. IoT and Opportunistic Networking
Track Co-chairs
PC Members
12. Embedded Systems and Wearable Computers
Track Co-chairs
PC Members
IMIS-2018 Reviewers
Welcome Message from WAIS-2018 International Workshop Organizers
WAIS-2018 Workshop Co-chairs
WAIS-2018 Organizing Committee
Workshop Co-chairs
Advisory Co-chairs
Program Committee Members
Welcome Message from MCNCS-2018 International Workshop Chair
MCNCS-2018 International Workshop Organizers
MCNCS-2018 Workshop Co-chairs
MCNCS-2018 Advisory Co-chairs
MCNCS-2018 Organizing Committee
Workshop Co-chairs
Advisory Co-chairs
Program Committee Members
Welcome Message from ITACU 2018 International Workshop Co-chairs
ITAUC-2018 Co-chairs
ITAUC-2018 Organizing Committee
Workshop Co-chairs
Program Committee Members
Web Administrators
Welcome Message from FINGNet-2018 International Workshop Organizers
FINGNet-2018 Workshop Co-chairs
FINGNet-2018 Workshop Advisory Co-chairs
FINGNet-2018 Organizing Committee
Workshop Co-chairs
Advisory Co-chairs
Program Committee Members
Welcome Message from FIMIS-2018 International Workshop Chair
FIMIS-2018 Workshop Chair
FIMIS-2018 Organizing Committee
Workshop Co-chairs
Program Committee Members
Web Administrator
Welcome Message from SMEUCE-2018 International Workshop Co-chairs
SMEUCE-2018 Co-chairs
SMEUCE-2018 Organizing Committee
Workshop Co-chairs
Program Committee Members
Web Administrator Chair
Welcome Message from BDITS-2018 International Workshop Co-chairs
BDITS-2018 Co-chairs
BDITS-2018 Organizing Committee
Workshop Co-chairs
Program Committee Members
Web Administrator
CISIS-2018 Keynote Talks
SNS as Social Sensors: Technologies for Extracting Knowledge from SNSs
Fog Computing: A New Research Direction in Distributed Computing-Applications, Issues and Challenges
Contents
The 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2018)
An Energy Efficient Scheduling of a Smart Home Based on Optimization Techniques
1 Introduction
2 Related Work
3 System Model
3.1 Load Classification
4 Optimization Techniques
4.1 CSA
4.2 EWA
4.3 Hybrid CSA and EWA
5 Simulations and Discussions
6 Conclusion
References
Differential-Evolution-Earthworm Hybrid Meta-heuristic Optimization Technique for Home Energy Management System in Smart Grid
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Solution
5 System Model
5.1 Interruptible Appliances
5.2 Un-interruptible
5.3 Price Model
6 Optimization Techniques
6.1 EDE
6.2 EWA
6.3 EEDE
7 Simulation and Results
7.1 Cost
7.2 Energy Consumption
7.3 PAR
7.4 User Comfort
7.5 Feasible Region
7.6 Performance Trade-Off
8 Conclusion
References
Performance Analysis of Simulation System Based on Particle Swarm Optimization and Distributed Genetic Algorithm for WMNs Considering Different Distributions of Mesh Clients
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 Hybrid Flower-Grey Wolf Optimizer Based Home Energy Management in Smart Grid
1 Introduction
2 Background
3 Problem Statement
4 Proposed System Model
5 Optimization Algorithms
5.1 FPA
5.2 GWO
5.3 FGWO
6 Simulation Results and Discussion
7 Feasible Region
8 Conclusion
References
A Fuzzy-Based Approach for Improving Peer Coordination Quality in MobilePeerDroid Mobile System
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 Coordination Quality
6 Simulation Results
7 Conclusions and Future Work
References
A Fuzzy-Based System for Selection of IoT Devices in Opportunistic Networks Considering IoT Device Contact Duration, Storage and Remaining Energy
1 Introduction
2 IoT
2.1 IoT Architecture
2.2 IoT Protocols
3 OppNets
3.1 OppNets Challenges
3.2 OppNets 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
Efficient Routing in Geographic and Opportunistic Routing for Underwater WSNs
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Scheme
4.1 Network Model
4.2 T-GEDAR
4.3 B-GEDAR
5 Simulation Results
6 Conclusion and Future Work
References
Supporting Online/Offline Collaborative Work with WebRTC Application Migration
1 Introduction
2 WebRTC and Related Work
3 Application Migration: Requirements, Design and Implementation
3.1 Requirements
3.2 Communication Models Among Devices: Centralized vs. Peer-to-Peer
4 Experimental Study
5 Conclusions and Future Work
References
One-to-One Routing Protocols for Wireless Ad-Hoc Networks Considering the Electric Energy Consumption
1 Introduction
2 System Model
3 IEAO Protocol
3.1 Overview
3.2 Forwarding Phase
4 Evaluation
5 Concluding Remarks
References
Virtual Machine Migration Algorithms to Reduce Electric Energy Consumption of a Server Cluster
1 Introduction
2 System Model
3 Estimation Model
3.1 Expected Electric Energy Consumption
3.2 Selection of a Virtual Machine
4 Energy-Efficient Selection and Migration Algorithms
4.1 VM Selection Algorithm
4.2 VM Migration (VMM) Algorithm
5 Evaluation
6 Concluding Remarks
References
Evaluating Motion and Heart Rate Sensors to Measure Intensity of Physical Activity
1 Introduction
2 Related Works
3 Evaluation Overview
4 Experimental Results
5 Conclusions
References
Implementation of WiFi P2P Based DTN Routing and Gateway for Disaster Information Networks
Abstract
1 Introduction
2 Proposed Networks
3 The WiFi P2P and the Gateway Functions
4 The Prototype System
5 Experiments
6 The Conclusion and Future Study
References
A New Contents Delivery Network Mixing on Static/Dynamic Heterogeneous DTN Environment
1 Introduction
2 Communication Risk on Earthquake and Disaster Information System
2.1 Communication Risk
2.2 Disaster Information System
2.3 DTN
2.4 Related Works Based on DTN
2.5 A Method for Message Relay While Suppressing Unneeded Transmission
3 Proposed Method
3.1 CCN
3.2 Outline of Proposed Method
4 Evaluation
4.1 Evaluation Result
5 Evaluation Under the Condition of Large Population of Requesters
5.1 Evaluation Result
5.2 Evaluation Under the Condition of Varying Message Transmission Speed
6 Conclusion
References
Predicate Clustering-Based Entity-Centered Graph Pattern Recognition for Query Extension on the LOD
Abstract
1 Introduction
2 Illustrative Example
3 Overall Framework
3.1 Entity-Centered Graph Identification Module
3.2 Omnipresent Predicate Pattern Finding Module
3.3 Specific Predicate Patterns Recognition Module
3.4 Representative Predicate Patterns Generation Module
4 Experiments and Performance Evaluation
5 Related Works
6 Conclusion and Future Works
Acknowledgements
References
Discrimination of Eye Blinks and Eye Movements as Features for Image Analysis of the Around Ocular Region for Use as an Input Interface
Abstract
1 Introduction
2 Related Works
3 Method of Classifying Eye Motions and Eye Blinks
3.1 Measurement and Classification Method of Round Trip Eye Movements (Eye Glance)
3.2 Method of Detection and Classification of Voluntary Eye Blinks
3.3 Parallel Execution of Eye-Glance Detection and Blink Detection
4 Experimental Results
4.1 Experimental Environment
4.2 Experimental Protocol
4.3 Experimental Results for Setting 1, Prioritizing Blink Detection
4.4 Experimental Results for Setting 2, Prioritizing Gaze Movement
5 Discussion
6 Conclusions
References
Dynamic Group Formation for an Active Learning System Using Smartphone to Improve Learning Motivation
Abstract
1 Introduction
2 Active Learning System with Interactive Lecture and Group Discussion Using Smartphone
3 Dynamic Group Formation Method
4 Conclusions
References
Evaluation of 13.56 MHz RFID System Considering Communication Distance Between Reader and Tag
1 Introduction
2 RFID System
3 Evaluation of 13.56 MHz RFID System
3.1 Resonant Frequency of RFID Tag
3.2 Communication Distance Between Reader and Target Tag
4 Conclusions
References
An Efficient Routing Protocol via Depth Adjustment and Energy Gradation in Underwater Wireless Sensor Networks
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Scheme
4.1 Network Model
4.2 EG
4.3 DA
5 Simulation Results
6 Conclusion and Future Work
References
Vulnerability Analysis on the Image-Based Authentication Through the PS/2 Interface
Abstract
1 Introduction
2 Related Work
2.1 Service Utilizing Mouse Data
2.2 Image-Based Authentication
2.3 Mouse Logger
2.4 Existing Attack and Defense Techniques of Mouse Data Exposure
3 Security Assessment of PS/2 Mouse Data
3.1 PS/2 Data Transmission
3.2 Structure of PS/2 Mouse Data
3.3 Experiment Result
4 Conclusions
Acknowledgments
References
A Spacecraft AIT Visualization Control System Based on VR Technology
Abstract
1 Introduction
2 The Key Technologies
2.1 Lightweight for Complex Assembly Models
2.2 VR Rendering Technology Based on Unity3D Web Player
2.3 Asset Bundle
3 Software Architecture
3.1 Data Management Module
3.2 Visualization Resource Management Module
3.3 Information Query Module
4 System Operation Situation
5 Summary
References
An Efficient Home Energy Management and Power Trading in Smart Grid
1 Introduction
2 Related Work
3 Proposed System Model
3.1 Microgrid
3.2 ESS
3.3 Household Electricity Load
3.4 Electricity Tariff and Bill Calculation
4 Simulation Results and Discussion
4.1 Case 1: Home Without Energy Management and Microgrid
4.2 Case 2: Home with Energy Management
5 Conclusion and Future Work
References
Hierarchical Based Coordination Strategy to Efficiently Exchange the Power Among Micro-grids
1 Introduction
2 Related Work
3 System Model and Coordination Strategy
3.1 NCM
3.2 HBC
4 Simulations and Discussions
5 Conclusion and Future Work
References
Weighted Cuckoo Search Based Load Balanced Cloud for Green Smart Grids
1 Introduction
2 Literature Review
3 System Model
3.1 Scheme
3.2 Service Broker Policies
4 Simulation Results
5 Conclusion
References
Foged Energy Optimization in Smart Homes
1 Introduction
1.1 Motivation
1.2 Contribution
2 Related Work
3 Proposed System Model
4 Results and Simulations
5 Conclusion and Futurework
References
Short Term Load Forecasting based on Deep Learning for Smart Grid Applications
1 Introduction
2 Proposed Methods
2.1 CRBM
2.2 Stacked FCRBM
2.3 Conditional Probability
2.4 Stacked FCRBM Weights and Biases Learning Rules
3 Proposed Architecture
3.1 Data Processing and Feature Extraction Module
3.2 Training Module
3.3 Forecasting Module
4 Simulation Results
4.1 Historical Load Data
4.2 Learning Curve
4.3 Cumulative Distribution Function of Errors
4.4 Deep Learning Based Short Term Load Forecasting
5 Conclusion
References
Efficient Resource Allocation Model for Residential Buildings in Smart Grid Using Fog and Cloud Computing
1 Introduction
1.1 Motivation
1.2 Contributions
2 Related Work
3 Proposed System Model
4 Load Balancing Algorithms
5 Service Broker Policies
5.1 New Dynamic Response Time
5.2 Enhanced New Dynamic Response Time
6 Simulations and Discussion
7 Conclusion
References
Feature Selection and Extraction Along with Electricity Price Forecasting Using Big Data Analytics
1 Introduction
1.1 Contributions
2 Related Work
3 System Model
3.1 Feature Selection
3.2 Feature Extraction
3.3 Classification
4 Simulation Results
4.1 Feature Selection Performance of PCC Based ETC
4.2 Feature Extraction by t-SNE
4.3 Performance of SVM
5 Conclusion
References
Proposal of a Disaster Support Expert System Using Accumulated Empirical Data
Abstract
1 Introduction
2 Related Works
3 Research Objective
4 System Configuration
5 System Architecture
6 Prototype System
6.1 Prototype of Disaster Information Storage System
6.2 Prototype of Disaster Information Visualization System
7 Conclusion
8 Future Works
Acknowledgments
References
Proposal of a Regional Knowledge Inheritance System Using Location-Based AR and Historical Maps
Abstract
1 Introduction
2 Related Works
3 Research Objective
4 System Configuration
5 System Architecture
6 Prototype System
6.1 Map Screen
6.2 AR Screen
7 Evaluation
8 Conclusion
9 Future Works
Acknowledgments
References
QoS Management for Virtual Reality Contents
Abstract
1 Introduction
2 QoS Management for Virtual Reality Contents
3 System Implementation
4 Conclusions
References
A Webshell Detection Technology Based on HTTP Traffic Analysis
Abstract
1 Introduction
2 Related Work
2.1 Host Based Detection
2.2 Network Based Detection
3 Definition and Classification of Webshell
4 Approach
4.1 Sample Vectorization
5 Implementation and Experiments
5.1 Experimental Data
5.2 Experimental Method
5.3 Experimental Result
6 Conclusion
References
Enhanced Secure ZigBee Light Link Protocol Based on Network Key Update Mechanism
Abstract
1 Introduction
2 Related Works
3 Prerequisite Knowledge for ZLL
3.1 ZLL Touchlink Commissioning
3.2 Security Assessment
4 Enhanced ZLL Commissioning Protocol Design
4.1 Enhanced ZLL Touchlink Commissioning Based on Hash Chain
4.1.1 Device Discovery
4.1.2 Identity Authentication
4.1.3 Key Transmission
5 Network Key Update Mechanism of ZLL
6 Performance Evaluation
6.1 Security Analysis
6.2 Storage Complexity
6.3 Computational Cost
7 Conclusion
Acknowledgement
References
Intrusion Detection Model Based on GA Dimension Reduction and MEA-Elman Neural Network
Abstract
1 Introduction
2 Elman Neural Network
3 Mind Evolutionary Algorithm
4 Build MEA-Elman Network Intrusion Detection Model
5 Data Processing and Dimension Reduction by Genetic Algorithm
6 Experiment and Result
7 Conclusion
References
Location Privacy Protection Scheme Based on Random Encryption Period in VANETs
1 Introduction
2 Related Work
2.1 Mix-Zone
2.2 Bilinear Pairing
3 The Proposed Scheme
3.1 System Model
3.2 Description of the Scheme
4 Security Analysis
5 Conclusion and Future Work
References
An Improvement RFID Security Authentication Protocol Based on Hash Function
Abstract
1 Introduction
1.1 RFID System Composition
1.2 Security Issues Faced by RFID
2 Typical RFID Security Authentication Protocol Analysis
2.1 Hash-Lock Protocol
2.2 Random Hash-Lock Protocol
2.3 Hash-Chain Protocol
3 Improved Authentication Protocol Based on Hash Function
3.1 Initial Conditions and Symbols
3.2 Improved Protocol Specific Process and Description
3.3 Improved Protocol Security Analysis
4 Summary
Acknowledgments
References
Classifying Malicious URLs Using Gated Recurrent Neural Networks
Abstract
1 Introduction
2 Related Work
3 Classifying Malicious URLs Using Random Forest
4 Modeling Malicious URLs Using GRU Networks
5 Experimental Setup
6 Results
7 Conclusion and Discussion
Acknowledgments
References
A Fast PQ Hash Code Indexing
Abstract
1 Introduction
2 Related Works
3 Compressing PQ Hash Code Indexes
3.1 Constructing Compressed PQ Hash Code
3.2 Query Scheme Based on Bloom Filter
4 Experimental Results
5 Summary
Acknowledgments
References
Dynamic Incentive Mechanism for Direct Energy Trading
Abstract
1 Introduction
2 System Model and Problem Formulation
2.1 Electricity Consumer Model
2.2 Small-Scale Electricity Supplier Model
2.3 Contract Formulation
3 Dynamic Incentive Design for Direct Energy Trading
3.1 Contracting Design in Period 2
3.2 Contracting Design in Period 1
3.3 Optimal Contract Design
4 Numerical Results and Discussion
5 Conclusion
Acknowledgements
References
Improve Memory for Alzheimer Patient by Employing Mind Wave on Virtual Reality with Deep Learning
Abstract
1 Introduction
2 Preliminaries
2.1 Electroencephalography (EEG)
2.2 Virtual Reality (VR)
2.3 Deep Learning Technique and Neural Network Method
3 System Design and Implementation
3.1 Overall Design
3.2 System Implementation
4 Conclusions
Acknowledgments
References
Fast FFT-Based Inference in 3D Convolutional Neural Networks
Abstract
1 Introduction
2 Related Work
3 Convolutional Neural Networks
3.1 3D Convolutional Network Layers
3.2 Fast Fourier Transform
4 Implementation
5 Experiments
5.1 Performance of the 2D and 3D FFT-Based Method on the Convolution Layers
5.2 Experiments on ShapeNet Using 3D FFT
6 Conclusion
References
Cognitive Informatics Approaches for Data Sharing and Management in Cloud Computing
Abstract
1 Introduction
2 Cognitive Approaches for Data Semantic Evaluation and Cloud Applications
3 Cognitive Systems for Encryption and Secure Information Management
4 Conclusions
Acknowledgments
References
Implementation of Lane Detection Algorithm for Self-driving Vehicles Using Tensor Flow
1 Introduction
2 Related Work
3 Proposed Lane Detection Algorithm
4 Experimental Results
5 Conclusion
References
Design and Implementation of Cognitive System of Children's Education Based on RFID
Abstract
1 Introduction
2 RFID Systems
3 Overall Design Scheme
3.1 Arduino Development Board
3.2 RFID Module
3.3 Speech Module
4 Experiment Tests
5 Conclusions
Acknowledgments
References
Delay Optimization for Mobile Cloud Computing Application Offloading in Smart Cities
1 Introduction
2 System Model and Problem Formulation
2.1 Local Execution Model
2.2 Cloud Offloading Model
2.3 Problem Formulation
3 Genetic Algorithm Based on MCC Offloading
3.1 Fitness Evaluation
3.2 Selection
3.3 Reproduction
4 Simulation Results
4.1 Simulation Setup
4.2 Impact of Iteration Number
4.3 User Number Impact on Performance
4.4 Impact of Iteration Number
5 Conclusion
References
Joint User Association and Power Allocation for Minimizing Multi-bitrate Video Transmission Delay in Mobile-Edge Computing Networks
1 Introduction
2 System Model
2.1 Network Model
2.2 Cache Model
2.3 Radio Link Model
3 Problem Formulation
4 Genetic Algorithm Design
4.1 Fitness Function
4.2 Initialization
4.3 Crossover
4.4 Mutation
5 Performance Evaluation
6 Conclusion
References
Cyber-Physical Sensors and Devices for the Provision of Next-Generation Personalized Services
Abstract
1 Introduction
2 State of the Art
3 Provision of Personalized Cyber-Physical Services
3.1 Service Model and the Definition of Cyber-Physical Services
3.2 Cyber-Physical Sensors and Devices: The Smart Table
4 Experimental Validation
5 Results
6 Conclusions
Acknowledgments
References
Device Stand-by Management of IoT: A Framework for Dealing with Real-World Device Fault in City Platform as a Service
1 Introduction
2 Background
2.1 Purpose of Research
2.2 Related Work
3 Method
4 Observation
5 Evaluation
5.1 Simulation Contexts
5.2 Simulation Results
6 Discussion
6.1 Advantages of the Proposed Method
6.2 Limitations
7 Conclusion
References
The 12th International Workshop on Advances in Information Security (WAIS-2018)
A Security-Aware Fuzzy-Based Cluster Head Selection System for VANETs
1 Introduction
2 VANETs and DTNs
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 System
5 Simulation Results
6 Conclusions
References
Research on Food Safety Traceability Technology Based on RFID Security Authentication and 2-Dimensional Code
Abstract
1 Introduction
2 Relevant Technology
2.1 Radio Frequency Identification Technology
2.2 Spring Framework
2.3 Spring MVC
2.4 Mybatis
3 RFID Anti-counterfeiting Technology
3.1 The Basic Principle of RFID Anti-counterfeiting
3.2 The Implementation of RFID Anti-counterfeiting Principle
4 Anti-counterfeit Traceability System
4.1 The Actual Link Design of Anti-counterfeit Traceability System
4.2 The Implementation of Anti-counterfeit Traceability System
5 Implementation
6 Conclusion
Acknowledgments
References
DoS Attack Pattern Mining Based on Association Rule Approach for Web Server
Abstract
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Features Selection
3.2 Feature Value Normalization
3.3 Feature Association Rule Mining
4 Discussions
5 Conclusions
Acknowledgement
References
Current Status on Elliptic Curve Discrete Logarithm Problem
1 Introduction
References
Study on Signature Verification Process for the Firmware of an Android Platform
Abstract
1 Introduction
2 Firmware Update Process on Android
2.1 Android Firmware Update and Signature Verification Process
2.1.1 Android System
2.1.2 Recovery Console
3 Identification of the Firmware Sighed by an Unexpected Key
4 Conclusions
Acknowledgments
References
Detecting and Extracting Hidden Information from Stego-Images Based on JPG File on StegoMagic
Abstract
1 Introduction
2 Related Work
2.1 Steganography
2.2 Steganography Tools
2.3 StegoMagic
2.4 Existing Detection Methods of Hidden Information
3 Detection Method of Hidden Information
3.1 Analysis of Operation and Concealment Process
3.2 Correlation Analysis Between Hidden Information and Key
4 Extraction Method of Hidden Information
4.1 Analysis of Key Extraction Method
4.2 Extraction of Hidden Information
5 Conclusion
Acknowledgments
References
The 8th International Workshop on Mobile Commerce, Cloud Computing, Network and Communication Security (MCNCS-2018)
Clickbait Detection Based on Word Embedding Models
1 Introduction
2 Methodology
2.1 Word Embedding Vectors
2.2 Ontology Information
2.3 Word Order Information
2.4 Joint Features
3 Performance Evaluation
3.1 Data Collection
3.2 Experimental Settings
3.3 Performance Evaluation
4 Conclusion
References
A Micro Services Quality Measurement Model for Improving the Efficiency and Quality of DevOps
Abstract
1 Introduction
2 DevOps Operating Environment and Micro Services Trends
2.1 Discussion on the Operation of DevOps
2.2 Micro Services Architecture and DevOps Relations
3 The Importance and Influence of Micro Services
3.1 Advantages and Challenges of Micro Services
3.2 Quality Characteristics of Micro Services
4 MSQM Model and Improvement Procedure
4.1 Micro Services Quality Measurement Model
4.2 Micro Services Quality Improvement Procedure
5 Efficiency Evaluation of MSQI Procedure
6 Conclusions
References
A Study on Firewall Services with Edge Computers of vEPC in 5G Networks
Abstract
1 Introduction
2 Literature Review
3 The Proposed System
3.1 Firewall on vEPC's Edge Computer
3.2 Manager
3.3 Edge Computer
4 Conclusions
References
The Study of MME Pool Management and Fault Tolerance in 5G Networks with SDN Controllers
Abstract
1 Introduction
2 Literature Review and Background
3 Our System
3.1 Mediator
3.2 Starting up MME-VM and Establishing StatusTable
3.3 MME to DT Storage
3.4 Fault Recognition and Process
4 Conclusions
References
The 8th International Workshop on Intelligent Techniques and Algorithms for Ubiquitous Computing (ITAUC-2018)
Home Energy Management Using Hybrid Meta-heuristic Optimization Technique
1 Introduction
2 Related Work
3 System Model
3.1 Load Categorization
3.2 Price Tariff
4 Scheduling Technique
4.1 HSA
4.2 GWO
4.3 HSGWO
5 Simulation and Reasoning
5.1 Feasible Region
6 Conclusion
References
On the Channel Congestion of the Shortest-Path Routing for Unidirectional Hypercube Networks
1 Introduction
2 Unidirectional Hypercubes
3 Channel Congestion
4 Concluding Remarks
References
A Diagnosis Algorithm on the 2D-torus Network
1 Introduction
2 Preliminaries
3 A Diagnosis Algorithm on the 2D-torus Network
4 Conclusions
References
Construction Schemes for Edge Fault-Tolerance of Ring Networks
1 Introduction
2 The Preliminary Properties
3 The Hyper-Hamiltonian Laceability
4 The Construction Scheme: Vertex Join
5 Conclusion
References
Review of RFID-Based Indoor Positioning Technology
Abstract
1 Introduction
2 Components of the RFID System
3 Basic Algorithms for RFID Indoor Location
3.1 Time of Arrival Method (ToA)
3.2 Time Different of Arrival Method (TDoA)
3.3 Angle of Arrival Method (AoA)
3.4 Received Signal Strength Indicator Method (RSSI)
3.5 Location Algorithm Based on RSSI
4 Review of Improvement of RFID Indoor Positioning System Based on Basic Positioning Algorithm
4.1 Improve the Accuracy of the Location by Eliminating the Reflection of the Object
4.2 Indoor Positioning System Based on RFID and Kinect
4.3 Some Other Improved Positioning Methods
5 Conclusions
Acknowledgments
References
Designing a Cybersecurity Board Game Based on Design Thinking Approach
Abstract
1 Introduction
2 Related Works
2.1 Game-Based Learning
3 Cybersecurity Board Game Design Process
3.1 Our Cybersecurity Design Process
4 Experiment and Findings
4.1 Evaluation of Concept Map
4.2 Questionnaire
5 Conclusion
Acknowledgment
References
The 8th International Workshop on Future Internet and Next Generation Networks (FINGNet-2018)
A Localization Algorithm Based on Availability of Direct Signal from Neighbor Anchor Nodes in a Sensor Networks
Abstract
1 Introduction
2 Localization Algorithms for Sensor Networks
2.1 APIT
2.2 Previous Algorithm
3 Proposed Algorithm
4 Simulation Experiments and Results
4.1 Simulation Conditions
4.2 Simulation Results
5 Conclusions
Acknowledgment
References
Prediction Model of Optimal Bid Price Based on Keyword Auction Data Through Machine Learning Algorithms
1 Introduction
2 Related Work
3 Prediction Model of Bid Price Through Machine Learning Algorithm
3.1 Data Setup Procedure
3.2 Data Feature Engineering
3.3 Constructing Machine Learning Algorithms for Keyword Auction
4 Extensive Simulation Results
5 Conclusion
References
Complex Activity Recognition Using Polyphonic Sound Event Detection
Abstract
1 Introduction
2 Related Works
2.1 Sound Event Detection
2.2 Human Activity Recognition
3 Complex Activity Recognition Using Polyphonic Sound Event Detection
3.1 Overall Framework
3.2 DNN-Based Monophonic Sound Discriminator Generation Module (DMSM)
3.3 Polyphonic Sound Event Detection Module (PSDM)
3.4 Complex Activity Reasoning Module (CARM)
4 Illustrative Applications
5 Conclusion and Future Works
Acknowledgements
References
Dynamic Group Key Management for Efficient Fog Computing
Abstract
1 Introduction
2 Related Work
3 Proposed System Architecture and Background Technologies
3.1 IoT Communication System Architecture
3.2 PCGR
4 Proposal of Group and Group Key Management
4.1 Characteristics of IoT Communications and Basic Assumptions
4.2 IoT Group Management by Fog Nodes
4.2.1 Device Registration to a Group.
4.2.2 IoT Device Mobility Management
4.2.3 Multiple Group Management by Fog Node
4.3 IoT Group Key Management
4.3.1 Service Registration and Polynomial Distribution
4.3.2 Group Key Rekeying
4.3.3 Group Key Redistribution for Group Combination or Division
5 Conclusions
Acknowledgments
References
A Network Slice Resource Allocation Process in 5G Mobile Networks
1 Introduction
2 Related Work
3 Concept of Network Slice Resource Allocation
4 Example of Network Slice Request Analysis
5 Vision and Challenges of Mobile Network Slice Embedding
6 Conclusion and Outlook
References
The 7th International Workshop on Frontiers in Innovative Mobile and Internet Services (FIMIS-2018)
An Intelligent Opportunistic Scheduling of Home Appliances for Demand Side Management
1 Introduction
2 Literature Review
3 System Model
3.1 HAN
3.2 AMI
3.3 EMC
3.4 SA
3.5 PLC
3.6 Problem Formulation
4 Simulation Results and Discussion
4.1 Clothdryer
4.2 Dishwasher
4.3 Refrigerator
5 Conclusion
References
Fog Computing Based Energy Management System Model for Smart Buildings
1 Introduction
2 Related Work
3 Proposed System Model
4 Simulation Results and Discussion
5 Conclusion
References
A Novel Indoor Navigation System Based on RFID and LBS Technology
Abstract
1 Introduction
2 Requirements for Indoor Location Services
3 Overview of LBS and Indoor Positioning Technology
3.1 Concept of LBS
3.2 Indoor Positioning Technology
4 The Principle of RFID Positioning Based on LANDMARK Algorithm
4.1 Structure of RFID System
4.2 Principle of Location Algorithm
5 The Design and Implementation of the System
5.1 An Overview of System
6 Conclusions
Acknowledgments
References
A Social Dimension View Model of Divergence of IoT Standardization
1 Introduction
2 Background
2.1 Purpose of Research
2.2 Related Work
3 Method
4 Observation
4.1 Landscape for Divergence
4.2 Driving Forces to Push Divergence
4.3 Business Factors
4.4 Identity Factors
4.5 Transition Factors
5 Model of Divergence
5.1 Relationship Model
5.2 Diverging Forces in Industrial Standardization
5.3 Analysis in the Social Dimension
5.4 Broken Assumption Awareness
6 Discussion
6.1 Advantages of the Proposed Method
6.2 Limitations
7 Conclusion
References
Design and Implementation of a VANET Testbed: Performance Evaluation Considering DTN Transmission over VANETs
1 Introduction
2 DTN
3 Testbed Design
3.1 Development Approach
3.2 Epidemic Daemon
4 Evaluation Scenario and Experimental Results
4.1 Evaluation Scenario
4.2 Experimental Results
5 Conclusions
References
A Survey of Automated Root Cause Analysis of Software Vulnerability
Abstract
1 Introduction
2 Related Work
2.1 Automated Vulnerability Detection
2.2 Automated Vulnerability Patch
3 Automated Vulnerability Root Cause Analysis
3.1 Fault Localization
3.2 Signature Based Similarity Analysis
3.3 Taint Analysis
4 Conclusion
Acknowledgments
References
The 7th International Workshop on Sustainability Management of e-Business and Ubiquitous Commerce Engineering (SMEUCE-2018)
The Effect of Personal Moral Philosophy on Perceived Moral Intensity in Hotel Industry
Abstract
1 Introduction
2 Research Hypotheses
3 Methodology
3.1 Ethics Scenarios
3.2 Measures
3.3 Sample
3.4 Analyses
4 Conclusion
References
Study on Production and Marketing of Tea: A Company
Abstract
1 Introduction
2 Methodology
2.1 Interviewing
2.2 Methods of Porter-Five Forces Analysis
2.3 SWOT Analysis
2.4 Research Structure
3 Empirical Results
3.1 Situation of Sample Company
3.2 Results from Porter-Five Forces Analysis
3.3 SWOT Analysis Results
3.4 Dynamic SWOT Analysis
3.5 Future Marketing Strategy
4 Conclusions and Suggestions
4.1 Research Results
4.2 Marketing Strategy
Acknowledgment
References
The Influence of U.S. FED's Interest Rate-Raising Event Announcements on the Abnormal Returns in the Taiwan Stock Market
Abstract
1 Introduction
2 Methodology
2.1 Empirical Period and Data Description
3 Empirical Results
3.1 Impact of FED Announcement on Abnormal Return of Share Prices
3.2 Impact of the Declaration of the Fed Event on Industrial Effects
4 Conclusions and Suggestions
4.1 Conclusions
4.2 Suggestions
Acknowledgment
References
The Relationship Between Dividend, Business Cycle, Institutional Investor and Stock Risk
1 Introduction
2 Methodology
2.1 Hypothesis
2.2 Models
3 Empirical Results
3.1 Panel Regression on Std
3.2 Panel Regression on
4 Conclusion
References
Commercial Real Estate Evaluation: The Real Options Approach
1 Introduction
2 Model Construction
2.1 Maintenance Cost of the Property
2.2 The Value of Commercial Real Estate
3 Optimal Decision to Sell
3.1 The Optimal Value of the Commercial Real Estate
3.2 Numerical Analysis
4 Conclusion
References
A Dynamic Model of Optimal Share Repurchase
1 Model Setup
2 Empirical Predictions
3 Conclusion
References
Direct and Indirect Effects of Job Complexity of Senior Managers on Their Compensation and Operating Performances
Abstract
1 Introduction
2 Literature Review and Research Hypotheses
2.1 Executive Job Complexity and Compensations
2.2 Executive Pay and Operating Performances
3 Research Methods
3.1 Data Sources and Sample Selection
3.2 Measurement of Variables
3.2.1 Dependent Variables
3.2.2 Independent Variables - Job Complexity (COMPLEX)
3.2.3 Control Variables
3.3 Empirical Model
4 Empirical Results
5 Conclusion
Acknowledgments
References
The Impact of Online Commentary on Young Consumer's Purchase Decision
Abstract
1 Introduction
2 Literature Review
2.1 Product Recommendation
2.2 Product Recommendation and Trust
2.3 Trust and Purchase Intention
2.4 Product Recommendation and Purchase Intention
3 Method
3.1 Research Framework
3.2 Experiment and Data Collection
4 Data Analysis
4.1 Instrument Reliability
4.2 Hypotheses Testing
5 Conclusion
5.1 Research Findings and Discussions
5.2 Managerial Implications
5.3 Limitations and Future Research
References
Penalty or Benefit? The Effect of Dividend Taxes on Stock Valuation
Abstract
1 Introduction
2 Literature
3 Research Method
3.1 Hypothesis Development
3.2 Statistical Model, Variables, and Research Period
4 Empirical Results
5 Conclusion
References
The Determinants of Admission Strategy and School Choice: A Case Study of a Private Senior Vocational School in Taiwan
Abstract
1 Introduction
2 Literature Review
2.1 Business Models
3 Research Method
3.1 Data Collection
3.2 Sample Subjects
3.3 Interview Item
4 Analysis Results
5 Conclusion
References
Professional Training and Operational Performance: Considering the Impact of CPA Disciplinary Incidents
Abstract
1 Introduction
2 Literature Review and Research Hypotheses
3 Sample Selection and Methodology
3.1 Sample Selection
3.2 Periods Studied
3.3 Empirical Model and Definition of Variables
4 Empirical Results and Discussion
4.1 Descriptive Statistics
4.2 Results of the Univariate Test
4.3 Results of Regression Analysis
5 Conclusions
References
Constructing a System for Effective Implementation of Strategic Corporate Social Responsibility
Abstract
1 Introduction
2 Literature Review
3 Corporate Social Responsibility and Balanced Scorecard
4 Conclusions
References
Study of the Factors that Influence Brand Loyalty Toward the Use of Tablets in Indonesia
Abstract
1 Introduction
2 Literature Review
2.1 Brand Loyalty
2.2 Customer Satisfaction
2.3 Service Quality
3 Research Methodology
4 Empirical Results and Research Findings
4.1 Descriptive Statistic Analysis of Sample Demographics
4.2 Reliability, Validity and Correlation Analysis
4.3 Multiple Regression Analysis
5 Conclusion and Implication
References
Five Elements and Stock Market
Abstract
1 Introduction
2 Background and Hypothesis
3 Results
4 Conclusion
Acknowledgments
References
Asset Structure of Long-Lived Company
Abstract
1 Introduction
2 Background and Hypothesis
3 Results
Acknowledgments
References
An Inventory Policy for Perishable Products with Permissible Delay in Payment
Abstract
1 Introduction
2 Literature Review
3 Notation and Assumptions
3.1 Notation
3.2 Assumptions
4 Mathematical Model
4.1 Downstream Credit \delta \le Upstream Credit \mu
4.1.1 Sub-case 1-1: \mu \le KT {\,+\,} \delta
4.1.2 Sub-case 1-2: \mu \ge KT {\,+\,} \delta
4.2 Downstream Credit \delta \ge Upstream Credit \mu
5 Conclusions
Acknowledgement
References
The Research on Lifestyle, Physical and Mental Health, and Potential Consumption for Elderly
Abstract
1 Introduction
2 Literature Review
2.1 Senior-Oriented Industry Challenges and Opportunities
2.2 Social Support and Health Care
2.3 Market Consumption
3 Research Methods
4 Conclusion
References
The 4th International Workshop on Big Data and IoT Security (BDITS-2018)
A Cooperative Evaluation Approach Based on Blockchain Technology for IoT Application
Abstract
1 Introduction
2 Related Works
2.1 Basic Blockchain Technology
2.2 IoT Wireless Sensor Network
3 Our Approach
3.1 System Architecture
3.2 The System Processes and Procedures
4 Discussions
5 Conclusion
Acknowledgments
References
The Study and Realization of Vulnerability-Oriented Fuzzing Technology for ActiveX Plug-Ins
Abstract
1 Introduction
2 Architecture
3 Technical Details
3.1 Vulnerability-Oriented Fuzzing
3.2 Risk Factor
3.3 Assign Risk Factors to Interface Functions in Preprocessing
3.4 Dynamic Taint Analysis
3.5 Assign Risk Factors to Parameters in Preprocessing
3.6 Sample Generation Algorithm in Fuzzing Loop
4 Implementation and Evaluation
5 Related Work
6 Conclusion
Acknowledgments
References
An Open Source Software Defect Detection Technique Based on Homology Detection and Pre-identification Vulnerabilitys
Abstract
1 Introduction
2 Materials and Methods
2.1 Vulnerability Pre-identification
2.2 Application of JavaCC
2.3 Create Homology Matching Tools
3 Result
4 Conclusion
Acknowledgment
References
Analysis on Mobile Payment Security and Its Defense Strategy
Abstract
1 Introduction
2 Security Threats of Mobile Payments
3 A Defense Strategy for Phishing
4 Experiment
5 Conclusion
Acknowledgements
References
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Innovative Mobile and Internet Services in Ubiquitous Computing

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