Advanced Information Networking and Applications

Name: Advanced Information Networking and Applications | Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021), Volume 3
Brand: Springer
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Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021), Volume 3

Leonard Barolli Isaac Woungang Tomoya Enokido(Editor)

Springer (Publisher)

Published on 30. April 2021

XXXI, 723 pages

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978-3-030-75078-7 (ISBN)

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Intro
Welcome Message from AINA-2021 Organizers
AINA-2021 Organizing Committee
General Co-chairs
Program Committee Co-chairs
Workshops Co-chairs
International Journals Special Issues Co-chairs
Award Co-chairs
Publicity Co-chairs
International Liaison Co-chairs
Local Arrangement Co-chairs
Finance Chair
Web Co-chairs
Steering Committee Chairs
Tracks and Program Committee Members
1. Network Protocols and Applications
Sec300
Sec301
2. Next Generation Wireless Networks
Sec303
Sec304
3. Multimedia Systems and Applications
Sec305
Sec306
4. Pervasive and Ubiquitous Computing
Sec105
Sec106
5. Web-Based and E-Learning Systems
Sec331
Sec312
6. Distributed and Parallel Computing
Sec256
Sec251
7. Data Mining, Big Data Analytics and Social Networks
Sec261
Sec389
8. Internet of Things and Cyber-Physical Systems
Sec265
Sec266
9. Intelligent Computing and Machine Learning
Sec291
Sec298
10. Cloud and Services Computing
Sec351
Sec352
11. Security, Privacy and Trust Computing
Sec365
Sec366
12. Software-Defined Networking and Network Virtualization
Sec382
Sec399
AINA-2021 Reviewers
AINA-2021 Keynote Talks
The Role of Artificial Intelligence in the Industry 4.0
Localization in 6G
Contents
An Improved DOA Estimation Algorithm of Neural Network Based on Interval Division
1 Introduction
2 Signal Model of DOA Estimation
3 Improved DOA Estimation Algorithm of Neural Networks Based on Interval Division
3.1 DOA Estimation Algorithm of Neural Networks Based on Interval Division
3.2 Improved Interval Division Method
3.3 Performance Analysis
4 Conclusion
References
The Application in Handwritten Digit Recognition of Deep Belief Network Based on Improved Genetic Algorithm
1 Introduction
2 The DBN Optimized by Adaptive Genetic Algorithm (IAGA-DBN)
2.1 DBN
2.2 IAGA
2.3 The Algorithm Fow of IAGA-DBN
3 Realization of Handwritten Digit Recognition Based on IAGA-DBN
3.1 Experimental Data
3.2 Test Comparison and Analysis of Each Model
4 Conclusion
References
A Fuzzy-Based Scheme for Admission Control in 5G Wireless Networks: Improvement of Slice QoS Considering Slice Reliability as a New Parameter
1 Introduction
2 Software-Defined Networks (SDNs)
3 Outline of Fuzzy Logic
3.1 Linguistic Variables
3.2 Fuzzy Control Rules
3.3 Defuzzificaion Method
4 Proposed Fuzzy-Based System
5 Simulation Results
6 Conclusions and Future Work
References
Evaluation of a User Finger Movement Capturing Device for Control of Self-standing Omnidirectional Robot
1 Introduction
2 Related Work
3 Proposed Self-standing Omnidirectional Robot
3.1 Kinematics
3.2 Control System of the Proposed Self-standing Omnidirectional Robot
4 Implementation of User Finger Capturing Device
5 Experimental Results
6 Conclusions and Future Work
References
Adaptive Architecture for Fault Diagnosis of Rotating Machinery
1 Introduction
2 Related Work
3 Motivating Example
4 Fault Diagnosis of Rotating Machinery
4.1 RTRL Training
4.2 Online Monitoring
5 Experimental Results
5.1 Visualization of Variability Markers
6 Conclusions
References
Unsupervised Classification of Medical Documents Through Hybrid MWEs Discovery
1 Introduction
2 State of Art
3 Classification Methodology
3.1 Hybrid MWEs Discovery
3.2 Document Classification
4 Experiment
5 Conclusion and Future Work
References
Building a Pos Tagger and Lemmatizer for the Italian Language
1 Introduction
2 Related Works
3 Proposed Approach
4 Experiment and Evaluation
5 Conclusions and Future Work
References
Extracting Information from Food-Related Textual Sources
1 Introduction
2 Motivation
3 WEB Scraping
3.1 Extracting Meta-data
4 Extracting Images
5 Ontology Building
6 Conclusions
References
PaSy - Management of a Smart-Parking System Based on Priority Queues
1 Introduction
2 Related Work
3 Integration Model
3.1 Profiling
3.2 Mathematical Model
3.3 Priority Queues
3.4 Queues Categories
4 Conclusions
References
An Ontological Model to Represent Food Consumption Risks
1 Introduction
2 Case Study
3 The Represented Information
4 Conclusions
References
Intelligent Cloud Agents in Multi-participant Conversations for Cyber-Physical Exploitation of Cultural Heritage
1 Introduction
2 Related Work
3 The Cleopatra Project
4 Architecture Design
5 Bridging Multi Users Conversation with Dyadic Agents
5.1 Parallel Conversations versus Multiple Threads
5.2 Own Messages versus Multiple Receivers
5.3 Replies versus Posts
6 Prototype Development
7 Conclusion
References
E-government and Italian Local Government: Managerial Approach in Two Macro Areas to Improve Manager's Culture and Services
1 Introduction
2 Literature Review
2.1 Italian Public Administration
2.2 Case Study Context
2.3 Northern vs Southern IPA
3 Methodology
4 Empirical Results
5 Discussion
6 Conclusions
References
Container Based Simulation of Electric Vehicles Charge Optimization
1 Introduction
2 The Greencharge Simulator
3 Formulating the Energy Management Problem
4 Optimization Algorithm
4.1 GA Based Load Shifting
4.2 Linear EV Charge Optimization
5 Experimental Results
6 Conclusion
References
Cloud Computing Projects: A Bibliometric Overview
1 Introduction
2 Background Information
2.1 Bibliometric Investigations
2.2 The Projects Under Analysis
3 Data Collection and Methodology
3.1 Data Sources
3.2 Data Preparation
4 Results
4.1 Impact Overview
4.2 Distribution of Papers and Collaboration
4.3 Co-occurrences of Keywords Analysis for Research Areas
5 Conclusions
References
Applying Patterns to Support Deployment in Cloud-Edge Environments: A Case Study
1 Introduction
2 State of the Art
3 The Methodology
3.1 Selection of the Computational Pattern
3.2 Mapping to an Agnostic Architectural Pattern
3.3 Mapping to an Agnostic Deployment Pattern
4 Conclusion and Future Work
References
Obserbot: A Totally Automated Watcher to Monitor Essential Services
1 Introduction
2 The Obserbot Framework
3 Platform Description
4 The Semantic Analysis
5 Results
6 Conclusions and Further Developments
References
Saving Electronic Health Record (EHR) in private and secure mHealth system with blockchain Smart contracts
1 Introduction
2 Previous Work
3 Blockchain
3.1 Consortium Blockchain
4 System Implementation
5 Discussion
6 Conclusion and Future Work
References
iNote: A Low Cost Banknote Recognition System for Visually Impaired Persons
1 Introduction
2 Literature Review
3 System Overview and Problem Formulation
3.1 System Overview
3.2 Problem Formulation
4 Methodology
4.1 Algorithm
5 Results
5.1 Hardware
5.2 Experimental Results
6 Conclusions and Future Work
References
Design of a Diagnostic Support Method Utilizing Interrogation Information in Traditional Chinese Medicine
1 Introduction
2 Related Research and Issues
2.1 Traditional Chinese Medicine (TCM)
2.2 Related Research
2.3 Technical Issues and Proposals
3 Diagnostic Support Method
3.1 Outline of the Diagnostic Support Method
3.2 Pattern Candidate Extraction Method
3.3 Interpattern Relational Model Creation Method
4 Conclusion
References
Software-Defined Networking: Open-Source Alternatives for Small to Medium Sized Enterprises
1 Introduction
2 Literature Review
2.1 SDN Architecture in Smaller Networks
3 Methodology
3.1 Cisco DNA Centre
3.2 Key Technologies in Cisco DNA Centre
3.3 Open Source SDN Controller for SME-Based Network
3.4 OpenDaylight SDN Controller
4 Deploying LISP, VxLAN Within OpenDaylight SDN Controller
4.1 Location Identifier Separation Protocol (LISP) Within OpenDaylight
4.2 Virtual Extensible Local Area Networks and OpenDaylight
5 Conclusion
References
A Survey of Description Methods for Fieldbus Systems
1 Introduction
2 Description Methods
2.1 EDDL
2.2 ESI and ENI
2.3 EDS
2.4 CiA 311
2.5 FIBEX
2.6 AutomationML
3 Evaluation
4 Summary
References
A Hybrid Message Delivery Method for Vehicular DTN Considering Impact of Shuttle Buses and Roadside Units
1 Introduction
2 Overview of DTN Protocols
3 Proposed Hybrid Message Delivery Method
4 Evaluation of Proposed Method
4.1 Evaluation Setting
4.2 Simulation Results
5 Conclusions
References
Optimum Path Finding Framework for Drone Assisted Boat Rescue Missions
1 Introduction
2 Related Work
3 Proposed Framework
4 Conclusions and Future Works
References
Algorithmic Aspects of the Maximum 2-edge-colorable Subgraph Problem
1 Introduction
2 Problem Statement
3 Related Work
4 Graphs with Bounded Carving-Width
5 Graphs with Bounded Pathwidth
6 Conclusion and Future Work
References
Effective Use of Low Power Heterogeneous Wireless Multimedia Sensor Networks for Surveillance Applications Using IEEE 802.15.4 Protocol
1 Introduction
2 Related Works
3 The Heterogeneous Wireless Multimedia Sensor Network Under Study
4 Performance Evaluation
5 Numerical Results and Discussions
5.1 Simulation
6 Conclusion
References
A Weak Signal Capture Algorithm Considering DBZP and Half-bit Difference
1 Introduction
2 Weak Signal Capture Algorithm
2.1 Half-bit Alternation Algorithm
2.2 Differential Coherent Integral
3 Improved Capture Algorithm Process
4 Simulation Results and Analysis
5 Conclusion
References
Scalable Leader Election Considering Load Balancing
1 Introduction
2 Brief Introduction to Leader Election in Distributed Systems
3 Brief Introduction to Load Balancing
3.1 Need of Load Balancing
3.2 Issues in Load Balancing
3.3 Advantages of Load Balancing
4 Network Model and Assumptions
4.1 Assumptions
5 Related Work
6 Proposed Method
7 Proposed Algorithm
8 Conclusion
References
Formal Methods to Analyze Energy Efficiency and Security for IoT: A Systematic Review
1 Introduction
2 Formal Methods
3 Related Work
4 Methodology
4.1 Research Questions (RQs)
4.2 Search Process
4.3 Studies Selection
5 Search Results
5.1 RQ1: What Are the Publication Trends of Selected Papers?
5.2 RQ2: Which Formal Methods Are in the Selected Studies?
5.3 RQ3: What Are the Theoretical Models Used and Are There Some Reused Models?
5.4 RQ4: How Are Energy Constraints in Theoretical Models?
5.5 RQ5: What Recommendations for Future Work that Will Conduct Formal Analysis in the Field of IoT, Energy, and Security?
6 Conclusion
References
Multi-focus Image Fusion Algorithm Based on Grey Relation of Similarity in Contourlet Domain
1 Introduction
2 Grey Relational Analysis of Contourlet Coefficient
2.1 Grey Relational Analysis
2.2 Analyzing the Similarity Between Contourlet Domains of the Fused Source Images Through the Grey Euclid Relational Degree
3 Multi-focus Image Fusion Algorithm in Contourlet Domain Based on the Grey Relation of Similarity
4 Simulation Experiment
5 Conclusion
References
NEA: An SDN Switch Architecture Suitable for Application-Oriented MAC
1 Introduction
2 Background
2.1 Entity Title Architecture - ETArch
2.2 Network Element in ETArch Architecture
3 NEA: Network Element Architecture for SDN Networks
3.1 VLAN Filtering
3.2 NEA-Switchd
4 Concluding Remarks
References
A Survey on Data Science Techniques for Predicting Software Defects
1 Introduction
2 Predicting Defects
3 Descriptive and Inferential Statistical Methods in Defect Prediction
3.1 Descriptive Statistics
3.2 Statistical Inference Methods
4 Regression Models
4.1 Linear Regression
4.2 Logistic Regression
4.3 Poisson Regression
5 Classifying Software Defects Using Machine Learning and Deep Learning
5.1 Machine Learning Models
5.2 Deep Learning Methods
6 Discussion
7 Conclusion and Future Research
References
Survey on Blockchain Applications for Healthcare: Reflections and Challenges
1 Introduction
2 Requirements of Healthcare Industry
3 Fundamental Challenges of Implementing Blockchain Architecture in Healthcare Systems
4 Brief Ethical Reflections on Blockchain Technology
5 Possible Blockchain Use Case in Health Industry
6 Conclusion
7 Future Work
References
Innovative Blockchain-Based Applications - State of the Art and Future Directions
1 Introduction and Background
2 Innovative Blockchain-Based Applications
2.1 Blockchain in Education
2.2 Blockchain in Managing Carbon Credits
2.3 Blockchain in Robotics
2.4 Blockchain in Energy Markets and Trading
2.5 Blockchain in the Pharmaceutical Sector
2.6 Blockchain in Identity Management
2.7 Blockchain-Based Wallet
3 Blockchain Adoption Challenges
4 Discussion
5 Conclusion and Future Work
References
A Lightweight Authentication Scheme for SDN-Based Architecture in IoT
1 Introduction
2 Related Works
3 Authentication Proposition
3.1 Notations
3.2 Thing's Authentication Solution
3.3 User's Authentication Solution
4 Conclusion
References
SVM-Based Ensemble Classifiers to Detect Android Malware
1 Introduction
2 Related Work
3 Proposed Methodology
4 Results and Discussions
4.1 Datasets and Features
4.2 Evaluation Metrics
4.3 Evaluation of Ensemble Classifiers
5 Discussion
6 Conclusion
References
Sorting Algorithms on ARM Cortex A9 Processor
1 Introduction
2 Related Works
3 A Specific Architecture of the System on Programmable Chip (SoPC)
4 Software Implementation of Sorting Algorithms
4.1 Development Environments
4.2 Study of the Complexity of Sorting Algorithms
5 Conclusion
References
Cryptanalysis of a Privacy Preserving Ranked Multi-keyword Search Scheme in Cloud Computing
1 Introduction
2 Review of Zhang et al.'s Proposal
3 Our Attack
4 Conclusion
References
Attack of Two Certificateless Aggregate Signature Schemes Based on VANET
1 Introduction
2 Analysis of Wang et al.'s Scheme [10]
2.1 Scheme Review in [10]
2.2 Attack of Wang et al.'s Scheme
2.3 Improvement Measures
3 Analysis of Hong et al.'s Scheme [11]
3.1 Scheme Review in [10]
3.2 Attack of Hong et al.'s Scheme
3.3 Improvement Measures
4 Summary
References
Reduction of Packet Duplication in Broadcasting Inter Vehicular Information Using 5G Network
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Description of Scenario
3.2 Explanation of the Proposed Methodology
3.3 Controlled Flooding
4 Performance
4.1 Simulation Scenario
4.2 Performance Analysis
5 Conclusion
References
Speed Control for Autonomous Vehicular in Platoon
1 Introduction
2 Related Works
3 Backgrounds
3.1 V2V Communication in a Platoon
3.2 Predictive Control
3.3 Flatness Control
4 Proposed Solution
4.1 Phase 1: Data Collection
4.2 Phase 2: Speed Value Choice Decision
4.3 Phase 3: Execution
5 Simulation and Performance
6 Conclusion
References
Multiple RPL Objective Functions for Heterogeneous IoT Networks
1 Introduction
1.1 Motivation and Contributions
2 Related Work
3 Design of Proposed Objective Functions
3.1 Design of First Proposed of (POF1)
3.2 Limitations of POF1 and Design of Second Proposed of (POF2)
4 Working of Objective Functions
5 Comparison and Results
6 Conclusion
References
A Combination of K-means Algorithm and Optimal Path Selection Method for Lifetime Extension in Wireless Sensor Networks
1 Introduction
2 Related Works
3 Proposed Work
3.1 Network Model
3.2 Energy Consumption Model
3.3 Proposed Scheme
3.4 PRIM Algorithm
4 Simulations Results
5 Conclusion
References
Performance Comparison of IEEE802.11ac vs IEEE 802.11n WLAN in IPv6
1 Introduction
2 Network Setup
3 Data Generation and Traffic Measurement Tools
4 Practical Results
5 Conclusions
6 Future Work
References
A Real-Time Intrusion Detection System for Software Defined 5G Networks
1 Introduction
2 Technical Requirements
3 Fundamental Technologies
3.1 Virtualized Wireless Network Function
3.2 Heterogeneous Networks
4 The Intrusion Detection System
4.1 The Real World Performance Assessment
5 Conclusion
References
On the Structure and Assessment of Trust Models in Attribute Assurance
1 Introduction
2 Related Work
3 Trust Modelling in Attribute Assurance
3.1 Common Elements of Trust Models
3.2 Distinction to Trust Models in Other Domains
3.3 From an Attestation Network to a Trust Network
3.4 Making a Trust Decision
3.5 Characteristics
3.6 Security and Attacks
3.7 Properties of a Secure Trust Model
4 Conclusion
References
Virtual Environment for Analysis and Evaluation of DDoS Attacks
1 Introduction
2 Constituent Technologies
2.1 DDoS Attack
2.2 Intrusion Detection System
3 Previous Research
4 Our System
4.1 Features of Our System
4.2 Network Configuration
4.3 DNS Specifications
4.4 Snort Specifications
5 Evaluation
5.1 DDoS Attack
5.2 DRDoS Attack
6 Discussion
7 Conclusion
References
Towards a Secure Smart Parking Solution for Business Entities
1 Introduction
2 Literature Review
2.1 History of Parking
2.2 Related Project
3 A System for Smart Parking
3.1 Smart Contract
3.2 Proposed System Workflow
3.3 Technological Stack
4 Privacy
5 Conclusion
References
The General Data Protection Regulation and Log Pseudonymization
1 Introduction
2 Background and Related Work
2.1 Log Format and Management
2.2 Related Work
3 Log Processing, Pseudonymization and Management
4 Experimental Evaluation
4.1 Graylog-Based Management
4.2 ELK Stack-Based Management
4.3 Splunk-Based Management
4.4 Discussion
5 Conclusions and Future Work
References
A Review of Scaling Genome Sequencing Data Anonymisation
1 Introduction
2 Related Work
3 Genome Sequence Data Anonymisation
4 Scaling QID Search for Genome Sequencing in Practice
5 Experiments
6 Conclusion and Future Work
References
Social Experiment of Road Sensing on Guided Autonomous Driving Vehicle in Snowy Cold Region
1 Introduction
2 Related Works
3 Onboard Road Sensing Platform
3.1 Onboard Sensor Unit
3.2 Road State Viewer for Driver
3.3 STRADA Web GIS
3.4 Prototype
4 Social Evaluation in Mountainous Village
4.1 Location and Autonomous Vehicle Route
4.2 Autonomous Driving Vehicle in Kamokoani-Village
4.3 Acquired Road State Information Data
4.4 Demonstration of STRADA web GIS
5 Analysis and Discussion
5.1 Correlation Analysis on Quantitative Fields
5.2 Analysis on Road Weather State Field
5.3 Advantages of Use of Autonomous Vehicle for Public Transport as Sensor Vehicle
6 Conclusion
References
A Cloud-Based Mobile Application for Women with Gestational Diabetes
1 Introduction
2 Related Works
3 The Proposed System Architecture
3.1 Web Server
3.2 Push Notification
3.3 Web Application
4 System Features
4.1 The Mobile Application
4.2 The Web Application
5 Details of the Implementation
5.1 The Application Screenshots
6 Evaluation
6.1 Evaluation of Results
7 Conclusion
References
Genetic Algorithms for Scheduling Examinations
1 Introduction
2 Problem Description
3 Implementation
3.1 Planning a Chromosome
3.2 Fitness Function
3.3 Second Implementation
4 Results
5 Conclusion
References
Solving Job Scheduling Problem Using Genetic Algorithm
1 Introduction
2 The Job Scheduling Problem
3 An Overview of Genetic Algorithms
4 Tools
5 Solution Details
6 Results
7 Conclusion
References
Functionizer - A Cloud Agnostic Platform for Serverless Computing
1 Introduction and Motivation
1.1 State of the Art Review and Available Software
2 Requriements, Architecture and Workflow
3 Platform Testing
3.1 Development Tests Environment
3.2 Integration Tests Environment
3.3 Acceptance Tests Environment
4 Platform Validation
4.1 Serverless Architecture
5 Conclusions and Future Works
References
Interactive Application Deployment Planning for Heterogeneous Computing Continuums
1 Introduction and Problem Statement
2 Solution Space and Method
3 Tool Design
4 Assignment Algorithms
5 Tool Implementation
6 Evaluation
6.1 Empirical Application Evaluation and Feasibility Analysis
6.2 Exemplary Performance Evaluation
6.3 Synthetic Scalability Evaluation
7 Conclusions and Material
References
MEDAL: An AI-Driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence
1 Introduction and Motivation
2 An Intelligent Cloud-to-Edge Data Fabric
2.1 DataOps in the Cloud-to-Edge Continuum
2.2 AIOps for Elastic Cloud to Edge Intelligence
2.3 Semantic Interoperability in the Cloud-to-Edge Continuum
3 Application on the Connected Cars Use Case
4 Conclusion
References
Adaptive Container Scheduling in Cloud Data Centers: A Deep Reinforcement Learning Approach
1 Introduction
2 Background: Basics of Deep Reinforcement Learning
3 Related Work
4 Container Scheduling Problem
5 RLSched: In-Depth
6 Experimental Evaluation
6.1 Convergence Analysis
6.2 Performance Evaluation
6.3 Model Architecture Exploration
6.4 Scalability
7 Conclusions and Future Work
References
Reliable Server Pooling Based Workload Offloading with Mobile Edge Computing: A Proof-of-Concept
1 Introduction
2 Component Description
2.1 Reliable Server Pooling (RSerPool)
2.2 Open Source MANO and the SimulaMet OAI EPC
3 Proposed Approach
4 Testbed Description
5 Proof-of-Concept Evaluation
6 Conclusions and Future Work
References
Acquisition and Modeling of Website Parameters
1 Introduction
2 Related Work
3 Acquisition of Website Parameters
3.1 Data Collection
3.2 Tools
4 Characterizing Complexity
4.1 Page Size
4.2 Number of Embedded Objects
4.3 HTML Document Sizes
4.4 Sizes of Embedded Objects
5 Modeling Website Parameters
6 Summary
References
Present Clinicians with the Most Relevant Patient Healthcare Data Through the Integration of Graph DB, Semantic Web and Blockchain Technologies
1 Introduction
2 Objective
3 Approach
4 Proposed Solution Design
4.1 Clinician UI
4.2 Schema (Graph DB Query Patterns)
4.3 Query Expansion Engine
4.4 Graph DB
4.5 Query Execution Engine
4.6 Data Privacy and Access Control Engine
4.7 Blockchain
4.8 Data Inconsistency Detection Engine
5 Advantages of This Solution Design
6 Solution Challenges
7 Next Steps
8 Test Use Case
9 Conclusion
References
Automatically Injecting Semantic Annotations into Online Articles
1 Introduction
2 Literature Review
3 Methodology
4 Design and Implementation
5 Conclusion and Future Work
References
A Color Adaptation Method in Picture Story with Emotional Expression of Body Motion
1 Introduction
2 A Collaborative Picture Story Generation System with Emotional Expression
2.1 Collaborative Picture Story Generation
2.2 Emotion Judgement Model
2.3 Scene Conversion and Animation Effect According to Emotion
2.4 Propagation and Amplification of Emotion
3 Experiment
3.1 Experiment 1
3.2 Experiment 2
4 Conclusion
References
First-Impression-Based Unreliable Web Pages Detection - Does First Impression Work?
1 Introduction
2 Related Studies
2.1 Prominence-Interpretation Theory
2.2 Dual Processing Model-Based Theory
2.3 Web Page Credibility Evaluation Features
3 First Impression-Based Credibility Detection
4 Experimental Evaluation
4.1 Comparison with Previous Methods
4.2 Evaluation of the Proposed Method on Web Page Content
4.3 Comparison of the First Impression- and System-2 Based Evaluations
5 Conclusion
References
Gender and Academic Performance: A Case Study in Electrical Engineering
1 Education Analytics Introduction
2 Survey on Education Analytics Focusing on Gender
2.1 Major Focus on Gender
2.2 Gender is One of the Influential Factors
3 Institution and Dataset
3.1 The Dataset
3.2 Definitions and Terminologies
3.3 Overview of Student Status Based on Gender
4 Characteristics of Successful Graduates
4.1 Gender and GPA
4.2 Gender and Program Duration
4.3 Program Duration, GPA, and Gender
5 Issues with Failed Students
5.1 Year of Probation
5.2 GPA of Failed Students
5.3 Program Duration of Failed Students
5.4 Number of Failed Students
6 Conclusion and Future Work
References
Evaluation Approach for Smart Charging Ecosystem - with Focus on Automated Data Collection and Indicator Calculations
1 Introduction
2 Related Work on Evaluation Approach
3 Indicators Needed for Impact Evaluation
3.1 Charging Measures
3.2 Smart Energy Management Measures
4 Research Data Needed to Calculate Indicators
4.1 Dataset Entity Types
4.2 Research Data for Quantitative Analysis
5 Calculation of Selected Indicators
5.1 Charging Flexibility
5.2 Peak to Average Ratio
6 Scenarios to be Evaluated
6.1 Demonstrations and Simulations
6.2 Example on Use of Indicators
7 Conclusion and Further Work
References
The Use of Automatic Vehicle Location (AVL) Data for Improving Public Transport Service Regularity
1 Introduction
2 The Proposed Methodology
3 Application to a Real Bus Line
4 Conclusions and Research Prospects
References
Modelling Behavior in a Route Choice Driving Simulation Experiment in Presence of Information
1 Introduction and Motivations
2 Methodology
2.1 The Survey Instrument: The RCDrivingSim
2.2 The Experiment
3 Survey Results
3.1 Aggregate and Statistical Analysis
4 Modelling Approach
4.1 Structural Equations Model: Framework Formulation
4.2 Estimation Results
5 Conclusions and Research Perspectives
References
A Smart Road Application: The A2 Mediterranean Highway Project in Italy
1 Introduction
2 The Current State of Practice of the Italian Smart Roads' Legislation
3 The A2 Mediterranean Highway Smart Road Project
4 Conclusions and Developments
References
A Big Data Analysis and Visualization Pipeline for Green and Sustainable Mobility
1 Introduction
2 Design of the Big Data Pipeline
2.1 DataChecker Component
2.2 KPI Calculator Component
2.3 KPI Visualizer Component
3 Implementation and GUI
4 Use Cases
4.1 Self-consumption
4.2 Share of Battery Capacity for V2G
5 Conclusions
References
A Simplified Map-Matching Algorithm for Floating Car Data
1 Introduction
2 Data Setups
3 Map-Matching Algorithm
3.1 Map-Matching Methodology
3.2 Map-Matching Outputs
4 Conclusions and Future Work
References
Correction to: Software-Defined Networking: Open-Source Alternatives for Small to Medium Sized Enterprises
Correction to: Chapter "Software-Defined Networking: Open-Source Alternatives for Small to Medium Sized" in: L. Barolli et al. (Eds.): Advanced Information Networking and Applications, LNNS 227, https://doi.org/10.1007/978-3-030-75078-7_20
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Advanced Information Networking and Applications

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