Intelligent IT Solutions for Sustainability in Industry 5. 0 Paradigm : Select Proceedings of ICEIL 2023

• Record Nr.: UNINA9910872181803321
• Autore: Shukla Balvinder
• Pubbl/distr/stampa: Singapore : , : Springer Singapore Pte. Limited, , 2024; ©2024
• ISBN: 9789819716821; 9789819716814
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (517 pages)
• Collana: Lecture Notes in Electrical Engineering Series ; ; v.1185
• Altri autori (Persone): MurthyB. K; HasteerNitasha; KaurHarpreet; Van BelleJean-Paul
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Intro -- Preface -- Contents -- About the Editors -- Participation of Cybersecurity Practitioners in a Cybersecurity CoP in Africa -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Research Findings and Discussion -- 4.1 Low Cybersecurity Talent Pool Affects CoP Participation -- 4.2 Content Development Affects CoP Participation -- 4.3 Overworked and Stressed Cybersecurity Practitioners Have Low CoP Participation -- 4.4 Organisational Support Facilitates CoP Participation -- 4.5 Availability of Cybersecurity Influencers and Active Community Members -- 4.6 Institutional Resource Support Facilitates CoP Participation -- 5 Conclusion -- References -- Parallel Corpus Development Using Machine Translation -- 1 Introduction -- 2 Machine Translation Systems -- 2.1 Statistical Machine Translation -- 2.2 Neural Machine Translation -- 2.3 Neural Machine Translation Using Transformer -- 3 Comparable and Parallel Corpus Development -- 4 Experiments and Results -- 5 Conclusion -- References -- A Study on Indian Digital Banking Online Customer Experience -- 1 Introduction -- 2 Literature Review -- 3 Hypotheses -- 4 Research Methodology -- 5 Findings and Discussion -- 5.1 Measurement Model ; -- 5.2 Structural Model -- 6 Results -- 7 Theoretical Contribution -- 8 Managerial Implications -- 9 Conclusion and Limitations -- References -- A Comparative Analysis and Statistical Inference of Diabetes Cases -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 4.1 Comparative Analysis -- 5 Conclusion and Future Work -- References -- Impact of Gamification on Student Learning: An Empirical Evidence -- 1 Introduction -- 2 Module Design -- 3 Methodology -- 4 Results and Discussion -- 5 Lesson Learned -- 6 Conclusion -- References -- Measuring Impact of Generative AI in Software Development and Innovation -- 1 Introduction.; 2 Generative AI Tools in Software Development and Innovation -- 3 Generative AI Algorithms Steps in Software Development and Innovation -- 4 Prior Work -- 5 Conclusion -- 6 Future Directions/Scope -- References -- Sustainability in the Digital Era: Case Study of a Security Equipment Manufacturing SME -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 3.1 Company Description -- 3.2 Methods and Tools -- 4 SWOT Analysis of Enablers of the Case Organization -- 5 Conclusion -- References -- Using Monte Carlo Methods for Retirement Simulations of the 401K and IRA -- 1 Introduction -- 2 Proposed Model -- 3 Model Parameters -- 4 Case Studies -- 5 Conclusion -- Appendix -- References -- A Novel Classification Scheme for Credit Card Fraud Detection Using Data Mining -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Proposed Methodology Framework -- 4 Results -- 4.1 Dataset -- 4.2 Pre-processing Result -- 4.3 Tool Used -- 4.4 Other Approaches -- 5 Discussion of Fraud Detected in Various Countries -- 6 Conclusion -- References -- Analyzing the Impact of UPI on Supply Chain Performance: A Natural Language Processing Approach with Generative Pre-trained Transformers -- 1 Introduction -- 2 Research Gaps -- 3 Literature Review -- 4 Data Collection -- 5 Research Methodology -- 6 Analysis and Discussion -- 7 Conclusion -- References -- Mental Health: Prediction and Analysis of Anxiety, Depression, Stress and Happiness Using Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Data Collection -- 3.2 Classification and Results -- 3.3 Analysis and Discussion -- 4 Conclusion and Future Scope -- Appendix** -- References -- Detecting Diabetes Retinopathy Through Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 4 Dataset Used -- 5 Proposed Model Workflow Using Dataset.; 6 Results and Calculations -- 7 Limitations -- 8 Conclusion -- References -- Extracting Relevant Features for Software Transplantation -- 1 Introduction -- 1.1 Software Features -- 2 Extracting Features -- 3 Methodology -- 4 Result and Analysis -- 4.1 Example Analysis -- 5 Related Work -- 6 Conclusion and Future Work -- References -- Robust Method for Accessing IoT Devices and Blockchain for Secure Data Management -- 1 Overview -- 2 Background Study -- 2.1 Internet of Things (IoT) -- 2.2 Threats to Security and Safety -- 2.3 Communication Protocols -- 2.4 Fundamental Security -- 2.5 IoT Security Concerns -- 2.6 System Ports -- 3 Proposed Model -- 4 Result and Discussion -- 5 Conclusion -- References -- Comparative Analysis of Financial Datasets Predictive Modeling Using Feature Extraction Methods -- 1 Introduction -- 2 Related Work -- 3 Pre-processing -- 4 Proposed Methodology -- 5 Result Analysis and Discussion -- 6 Conclusion -- References -- Cancer Detection Techniques: An Overview of Traditional and AI-Based Methods and Their Comparative Analysis -- 1 Introduction -- 1.1 Cancer Types -- 1.2 Background -- 1.3 Scope of the Paper -- 2 Cancer Detection Overview -- 2.1 Feature Extraction -- 3 Literature Survey -- 3.1 CNN-Based ; Cancer Detection Techniques -- 4 Results and Analysis of Cancer Detection via Machine Learning -- 5 Conclusion -- 5.1 Contributions of the Paper -- 5.2 Recommendations for Future Research for Cancer Detection -- References -- The Role of Generative Artificial Intelligence (GAI) in Education: A Detailed Review for Enhanced Learning Experiences -- 1 Introduction -- 2 History of Generative Artificial Intelligence -- 3 Role of Generative Artificial Intelligence in Education Field -- 4 Generative Artificial Intelligence Role in Various Fields -- 5 Literature Review -- 6 Conclusion -- 7 Future Scope of GAI in Education Field.; References -- Employing Machine Learning Models in Prediction of Harmful Gases from Agri-Waste -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 4 Results and Discussion -- 5 Conclusion and Future Scope -- References -- Emerging Trends and Perspectives on Challenges and Opportunities in Cloud Computing: A Systematic Literature Review -- 1 Introduction -- 2 Models for Cloud Computing -- 2.1 Infrastructure as a Service -- 2.2 Platform as a Service -- 2.3 Software as a Service -- 3 Related Work -- 4 Cloud Computing Security-Level Open Challenges and Solutions -- 4.1 Data Security Threats -- 5 Conclusion -- References -- TagTrackr: A Smart Asset Tracking Solution -- 1 Introduction -- 2 Related Study -- 3 Proposed Work -- 3.1 Mobile Application -- 3.2 Website -- 4 Result and Analysis -- 4.1 Using NFC Technology Is Better Than Using RFID or Face Detection for Managing Check-in and Out Records for Several Reasons -- 4.2 Real-Time Location Tracking -- 4.3 Detection of Users Going Out of an Area in a Circle -- 4.4 Usability Test -- 5 Future Scope -- 6 Conclusion -- References -- Assessing the Effectiveness of the ELSA App for English Language Learning of Indian Native Speakers -- 1 Introduction -- 2 Literature Review -- 3 Data Analysis -- 4 Results -- 5 Discussions -- 6 Conclusions -- References -- SafeMeds: Electronic Health Records Using Blockchain -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results -- 5 Conclusion and Future Scope -- References -- Key Performance Indicators Affecting the Efficiency of Agri Value Chain Ecosystem -- 1 Introduction -- 2 Background of the Study -- 3 Objectives of the Value Chain Ecosystem -- 4 Research Methodology -- 4.1 Survey Techniques -- 4.2 Environmental Performance Indicators -- 4.3 Supply Chain Cycle time -- 4.4 Healthcare Supply Chain -- 4.5 Testing Hypothesis.; 4.6 Green Supply Chain Hypothesis -- 4.7 Establish Evaluation Index Set -- 4.8 Establish the weight coefficient matrix -- 4.9 Scores of Qualitative Indicators -- 5 Result and Discussion -- 6 Conclusion -- References -- Implementation of File Tracking Machine to Assess Employee Performance Using Web Services System -- 1 Introduction -- 2 Review of Literature -- 3 Performance Evaluation -- 4 Research Methodology -- 5 Conclusions -- References -- Intelligent Irrigation Systems in Agriculture Using Fuzzy Logic Techniques -- 1 Introduction -- 1.1 Background and Motivation -- 1.2 Problem Statement and Objectives -- 1.3 Overview of Fuzzy Logic and Its Applications in Agriculture -- 2 Related Work -- 2.1 Review of Existing Intelligent Systems of Irrigation -- 2.2 Applications of Fuzzy Logic in Various Agricultural Domains -- 3 Methodology -- 3.1 Data Collection and Sensor Integration -- 3.2 Methodology for Determining Decisions Using Fuzzy Logic -- 3.3 Weather Forecasting Integration -- 3.4 Crop-Specific Requirements Modeling -- 4 Implementing of Intelligent Irrigation System Design -- 4.1 Architecture and Components -- 4.2 Fuzzy Rule Base Development -- 4.3 Membership Functions for Relevant Variables -- 4.4 Fusion of Sensor Data and Weather Forecasts -- 5 Experimental Setup -- 5.1 Description of the Test Site ; -- 5.2 Data Collection and Preprocessing -- 5.3 Evaluation Metrics -- 6 Results and Discussion -- 6.1 Performance Comparison with Conventional Irrigation Methods -- 6.2 Sensitivity Analysis of Fuzzy Logic Parameters -- 6.3 Case Studies and Real-World Application Scenarios -- 7 Benefits and Limitations -- 7.1 Advantages of Using Fuzzy Logic in Intelligent Irrigation -- 7.2 Potential Challenges and Constraints -- 8 Conclusion -- 8.1 Summary of Contributions -- 8.2 Future Research Directions -- References.; Modified Modeling of RoF for Advanced Wireless Network for Long Haul Communication.