Mobile Web and Intelligent Information Systems: 18th International Conference, MobiWIS 2022, Rome, Italy, August 22–24, 2022, Proceedings (Lecture Notes in Computer Science, 13475)

This book constitutes the refereed proceedings of the 18th International Conference on Mobile Web and Intelligent Information Systems, MobiWIS 2022, held in Rome, Italy, in August 2022.The 18 full papers and 1 short paper presented in this book were carefully reviewed and selected from 51 submissions. The papers of MobiWIS 2022 deal focus on topics such as security and privacy; web and mobile applications; networking and communication; intelligent information systems; and IoT and ubiquitous computing. Preface Organization Contents Mobile Applications and Technologies Knowledge Behavior Gap Model: An Application for Technology Acceptance 1 Introduction 2 Theoretical Background of the Main Constructs 3 Knowledge Behavior Gap Model 4 Research Methodology and Data Collection 5 Data Analysis 6 Results 7 Discussion 8 Conclusions References UI-Re-Engineering of a Mobile Documentation Software in the Care Sector 1 Introduction 2 Related Work 3 INFODOQ 3.1 INFODOQ - Mobile 4 Eyetracking 4.1 Preparation 4.2 Execution 5 First Evaluation 6 Discussion 7 Redesign 8 Second Evaluation 9 Conclusion References GUI Element Detection from Mobile UI Images Using YOLOv5 1 Introduction 2 Background 3 Methodology 3.1 Tools 3.2 Algorithms 3.3 Datasets 3.4 Object Detection Evaluation Metrics 4 Analysis and Design 5 Implementation 5.1 Preparing the Dataset 5.2 GUI Element Detection Model 6 Evaluation 7 Conclusion and Future Work References Mobile Devices and Autonomous Vehicles Active Federated YOLOR Model for Enhancing Autonomous Vehicles Safety 1 Introduction 1.1 Contributions 1.2 Organization 2 Related Work 2.1 Object Detection over Autonomous Vehicles 2.2 Federated Learning over Autonomous Vehicles 3 Methodology 3.1 Active Learning Workflow 3.2 Integrating Active and Federated Learning with YOLOR 4 Implementation and Experiments 4.1 Experimental Setup 4.2 Experimental Results 5 Conclusion References Neural Network for Public Transport Mode Inference on Mobile Devices 1 Introduction 2 Background 3 Approach 3.1 Data Collection 3.2 Custom Mobile Application 4 Analysis 4.1 Sensor Removal and Aggregation Function 4.2 Feature Selection 5 Classification 5.1 Multiclass 5.2 Binary Classification 6 Discussion 7 Conclusion and Future Work References Data-Driven Federated Autonomous Driving 1 Introduction 1.1 Problem Statement and Objectives 1.2 Contributions 2 Federation Formation Mechanism 2.1 System Model and Problem Formulation 2.2 Decentralized Federation Formation Scheme 3 Numerical Example 4 Experimental Evaluation 5 Conclusion and Future Work References Security in Healthcare and Smart Cities Environment Case Study on a Session Hijacking Attack: The 2021 CVS Health Data Breach 1 Introduction 2 Background 2.1 CVS Health 2.2 CVS Websites 2.3 Recent Trend in Cybersecurity Attacks 3 Attack Methodology 3.1 Session Hijacking Attack 3.2 Storing Data on Third Party Vendor 3.3 Database Logs 4 Impact 4.1 Effects in Healthcare 4.2 Reactions from Customers 5 Defense Solution 5.1 Steps to Manage Healthcare Data Breach 5.2 CVS' Response 6 Conclusion References Blockchain for Cybersecure Healthcare 1 Introduction 1.1 Background 1.2 Digital Security in Healthcare 1.3 Objectives 2 Cyber Security Breaches in Healthcare 2.1 Ransomware 2.2 Data Breaches 2.3 Phishing Attacks, Email Spoofing 3 Blockchain for Cyber Secure Healthcare 3.1 Why Blockchain 3.2 Blockchain in Healthcare 4 Case Study 4.1 Blockchain for Transparency in Organ Transplant 4.2 Architectural Diagram 4.3 Deployment and Security Advantages 5 Conclusion References Design of a Method for Setting IoT Security Standards in Smart Cities 1 Introduction 2 Safety Standards and Legislation in IoT 3 Content Analysis for Processing IoT Security Standards 3.1 Methodological Procedure of Content Analysis 3.2 Content Analysis using MAXQDA software 4 Document Examination – Alternative Method 5 Conclusion References Software-Defined Networks Mathematical Models for Minimizing Latency in Software-Defined Networks 1 Introduction 2 Mathematical Formulations 3 Computational Numerical Experiments 4 Conclusions References Analyzing the Impact of DNN Hardware Accelerators-Oriented Compression Techniques on General-Purpose Low-End Boards 1 Introduction and Background 2 Experimental Setup 2.1 Compression Data Flow Overview 2.2 Hardware and Software Setup 3 Results 4 Conclusions References Spatial Dependency in Software-Defined Networking In-Band Monitoring: Challenges and Future Perspective 1 Introduction 2 Research Background 3 Research Analysis and Challenges 4 Future Research Direction 5 Conclusion References Smart Systems and Applications What is a Smart Service? 1 Motivation, Research Problem and Methodology 2 The Current Understanding of a Smart Service 3 An Extended Definition of Smart Services 3.1 Current Limitations and Conclusion 3.2 Old and New Definition in Comparison 4 A Smart Service Checklist for Service Classification 4.1 Foundations 4.2 Explaining the Checklist 4.3 Demonstration of the Checklist: Automated Financial Statement Audit 5 Conclusion References SSSB: An Approach to Insurance for Cross-Border Exchange by Using Smart Contracts 1 Introduction 2 Related Work 3 SSSB-(Safe Seller Safe Buyer) Architecture 4 Implementation 4.1 Data Structure 4.2 Algorithm 4.3 Authorization 5 Evaluation 5.1 Environment Setting 5.2 Results 6 Conclusion References A Review: Sensors Used in Tool Wear Monitoring and Prediction 1 Introduction 2 Types of Sensors Used in Tool Wear Applications 2.1 Accelerometer 2.2 Acoustic Emission 2.3 Microphone 2.4 Current Sensor 2.5 Dynamometer 3 Predominant Sensors in Literature and Their Models 4 Conclusion References Advanced Information Systems Towards the Use of IT Technologies for Health Literacy and Health Information Competences – A Case Study 1 Introduction 2 Case Study Presentation: ELILY2 Project 3 E-learning Course Concept of ELILY2 Project 3.1 Module 1: Introduction to Health Literacy and eHealth Literacy 3.2 Module 2: Patients with Limited Health Literacy 3.3 Module 3: Feasibility and Readability Issues and eHealth Challenges 3.4 Module 4: Health Literacy and Patient Safety 4 E-learning Course Platform Dedicated to ELILY2 Project 4.1 Module 1 of E-Learning Course Platform 4.2 Module 2 of E-Learning Course Platform 5 Conclusions References A Systematic Literature Review on Relationship Between Internet Usage Behavior and Internet QoS in Campus 1 Introduction 2 Motivation 2.1 Insufficient Bandwidth 2.2 Maximum Excess on Multimedia Files 3 Related Works 3.1 Survey of Internet Usage 3.2 Survey of User Profiling 3.3 Survey of Behavior Model 4 Research Methodology 4.1 Conceptual Study/knowledge Acquisition 4.2 Identify Factors 4.3 User Profiling 4.4 Model Development/construction 5 Result and Discussion 5.1 Qualitative Studies, Quantitative Studies and Tools Used 5.2 Countries 5.3 Relationship Between Internet Usage Behavior and Internet QoS 5.4 Characteristics of the Articles 5.5 Practical Implication 5.6 Theoretical Implications 6 Conclusions References Model Checking Intelligent Information Systems with 3-Valued Timed Commitments 1 Introduction 2 Related Work 3 Background 3.1 Intelligent Information Systems 3.2 Timed Conditional Commitments Logic (CTLcc) 4 Modeling Uncertainty in IIS with Conditional Commitments 4.1 3-Valued Propositional Logic 4.2 3-Valued CTLcc 5 Model Checking 3v-CTLcc 5.1 Case Study: A Smart Hospital System 5.2 System Properties 5.3 Verification Results 6 Conclusion and Future Work References Author Index