10693nam 22004693 450 991084186540332120240227080212.09789819980314(CKB)30499707200041(MiAaPQ)EBC31176058(Au-PeEL)EBL31176058(EXLCZ)993049970720004120240227d2024 uy 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierIntelligent Sustainable Systems Selected Papers of WorldS4 2023, Volume 11st ed.Singapore :Springer,2024.©2024.1 online resource (562 pages)Lecture Notes in Networks and Systems Series ;v.8129789819980307 Intro -- Preface -- Contents -- Editors and Contributors -- A Study on Optimizing the Personalization of Recommendations and Customer Services Using Artificially Intelligent Neural Networks to Improve Electronic Commerce -- 1 Introduction -- 2 Literature Review -- 3 Proposed Work on AI in E-commerce -- 4 Experimental Results and Validation -- 5 Conclusion -- References -- Conceptualization and Frames of Reference of the Teaching Digital Competence. An Approach from Higher Education -- 1 Introduction -- 2 Method -- 3 Result -- 3.1 Conceptualization of the DC -- 3.2 DC Models Developed -- 3.3 Importance of the TDC Evaluation -- 4 Discussion and Conclusions -- References -- Stroke Risk Stratification Using Neural Networks -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Design and Subjects -- 3 Training and Testing -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Vitiligo Detection Using Machine Learning Algorithms -- 1 Introduction -- 2 Related Work -- 3 Research Methodologies -- 3.1 Utilized Dataset and Preprocessing -- 3.2 Employed Classifiers -- 3.3 Use of Evaluation Metrics -- 4 Investigational Outcomes -- 4.1 Receiver Operating Characteristic Analysis -- 4.2 Confusion Matrix -- 5 Conclusion -- References -- Enhanced Monkeypox with Image Processing Technology Utilizing Deep Learning for Classification -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Dataset -- 3.2 Image Preprocessing -- 3.3 Model Training and Evaluation -- 3.4 Implementation Details -- 3.5 Ethics-Related Factors -- 4 Result and Discussion -- 4.1 Monkeypox Detection Using a Deep Learning Algorithm -- 4.2 Methodologies for Validation and Evaluation -- 5 Conclusions -- References -- Location Information for Disaster Management and Infectious Disease Control Focusing on Japan -- 1 Introduction.2 Utilization of Location Information in Disaster Management -- 2.1 Utilization of Location Information as Disaster Big Data -- 2.2 Rescue Activities Using Location Information -- 2.3 Utilization of Location Information and Social Media on National and Local Levels -- 3 Utilization of Social Media Submission with Location Information in Disaster Management -- 3.1 Consolidation of Information Using Social Media Mapping -- 3.2 Submissions with Location Information on Twitter -- 4 Utilization of Location Information in Infectious Disease Control -- 4.1 Utilization of Location Information on a National Level -- 4.2 Utilization of Location Information by Companies -- 5 Comparisons and Issues of Disaster Management and Infectious Disease Control -- 5.1 Comparison of Disaster Management and Infectious Disease Control -- 5.2 Issues Concerning the Management of Individual Location Information -- 5.3 Issues Concerning the Changes in the Information Environment -- 6 Conclusion -- References -- Information Technology Adoption in Legislative Work: The Lebanese Parliament Model -- 1 Introduction -- 1.1 Literature Review -- 1.2 ICT in Lebanese Parliament -- 2 Survey Design and Findings -- 3 Conclusion and Recommendations -- References -- Energy Harvesting Technologies for Wireless Sensor Networks -- 1 Introduction -- 2 Harvesting Methods of Various Ambient Energy -- 2.1 Harvesting Energy from Vibration (Veh) -- 2.2 Harvesting of Thermal Energy -- 2.3 Photovoltaic Energy Harvesting -- 2.4 Power Management -- 2.5 Energy Storage -- 3 Conclusion -- References -- Citrus Fruits-Leaves Diseases Detection and Classification with Optimized Deep CNN -- 1 Introduction -- 2 Related Work -- 3 Proposed Research Methodology -- 3.1 Data Collection -- 3.2 Data Pre-processing -- 3.3 AI-Based Deep CNN -- 3.4 Optimization Techniques -- 3.5 Evaluation.4 Experimental Results and Discussions -- 5 Conclusions -- References -- System-Information Models of Digital Twins -- 1 Introduction -- 2 Analysis of Characteristics of Digital Twins -- 3 Building System-Information Models of Digital Twins -- 4 Conclusions -- References -- Guidelines for the Adoption of Artificial Intelligence in Identity and Access Management Within the Financial Services Sector -- 1 Introduction -- 2 Method -- 3 Literature Review -- 3.1 Identity and Access Management -- 3.2 The Management of Identity and Access Management -- 3.3 Artificial Intelligence Technologies -- 3.4 The Use of AI in the Financial Services Industry -- 4 How Artificial Intelligence Can Be Used in Identity and Access Management -- 4.1 Anomaly Detection -- 4.2 Detecting Distributed Denial of Service Attacks -- 4.3 Provisioning -- 4.4 Authentication -- 4.5 Analysing Biometric Information -- 4.6 Support Decisions -- 4.7 Data Reduction, Inputting Missing Values, and Handling Imperfect Data -- 4.8 Network Monitoring -- 5 Proposed Framework and Guidelines for Adopting AI in IAM in the Financial Sector -- 5.1 The Technology-Organisation-Environment Framework -- 5.2 Overview of the Proposed Guideline -- 5.3 Artificial Intelligence Lifecycle -- 5.4 The Detailed Proposed Model -- 6 Conclusion -- References -- A Natural Language Understanding Sequential Model for Generating Queries with Multiple SQL Commands -- 1 Introduction -- 2 Related Work -- 2.1 Rule-Based Approach -- 2.2 Machine Learning Approach -- 2.3 Hybrid Approach -- 3 Design -- 4 Methodology -- 4.1 Sentence Breakdown -- 4.2 Verbs Detection -- 4.3 SELECT Query Generation -- 4.4 INSERT Query Generation -- 5 Experimental Results -- 6 Future Work -- 7 Conclusion -- References.The Role of Social Media Twitter in Delivering the Fatwa of the Indonesian Ulema Council About Covid-19 with the Concept of Al-Dharurah (Emergency) -- 1 Introduction -- 2 Literature Review -- 2.1 The Concept of al-Dharurah in Islamic Law -- 2.2 The Indonesian Ulema Council and Its Fatwa Method -- 3 Research Methods -- 4 Result and Discussion -- 4.1 Fatwas of the Indonesian Ulema Council Related to Pandemic Covid-19 -- 4.2 The Role of Twitter on Dissemination of Fatwa Information -- 5 Conclusion -- References -- Halal Tourism in the Special Region of Yogyakarta: Development Strategy with Innovatıve-Collaboratıve Governance in the New-Normal Era -- 1 Introduction -- 2 Literature Review -- 2.1 Halal Tourism Development -- 2.2 Collaborative Innovative Governance -- 3 Research Methods -- 4 Result -- 4.1 The Real Condition of Halal Tourism is in the Special Region of Yogyakarta -- 4.2 Identification of Stakeholder Innovations in Halal Tourism in the Special Region of Yogyakarta -- 4.3 Patterns of Collaboration Among Stakeholders Triple Helix -- 4.4 Transformation Patterns Must Be Carried Out to Respond to Changes in the New-Normal Era -- 5 Discussion -- 6 Conclusion -- References -- Improvement of Approaches to Intangible Assets Valuation -- 1 Introduction -- 1.1 Justification of the Need to Take into Account the Value of Intangible Assets -- 2 Methodology -- 2.1 Analysis of the Applicability of Existing Approaches to the Valuation of Intangible Assets -- 2.2 Adjustment of Methods for Estimating the Value of Intangible Assets -- 3 Results -- 4 Conclusion -- References -- Distribution and Statistical Characteristics of a Small UAV Audio Signal -- 1 Introduction -- 2 Characteristics of the Sound Radiation of a Small UAV -- 3 UAV Audio Signal Standing Out -- 4 Determination of the Distributive Law of Instantaneous Values of the Quadcopter Audio Signal.5 Conclusion -- References -- A Proposal for a Standard Evaluation Method for Assessing Programming Proficiency in Assembly Language -- 1 Introduction -- 2 Background -- 3 Test Validation Process -- 4 Assembly Language Concepts -- 5 Test Specification -- 6 Sample Questions -- 7 Conclusions and Future Venues -- References -- Statistical Machine Learning for Corn Yield Prediction Based High-Resolution Satellite Imagery: Comparison Between Raw Data and a Multimodality Approach -- 1 Introduction -- 2 Methodology -- 2.1 Dataset -- 2.2 The Proposed Methodology -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Digital Platform for Educational Research Coordination -- 1 Introduction -- 2 The Platform's Functional Description -- 3 Conclusion -- References -- Use Virtual Reality to Improve Customer Experience in Financial Institutions: A Metaverse Impact Study -- 1 Introduction -- 2 Challenges of Customer Experience in Financial Institutions -- 3 State of the Art on the Use of Virtual Reality in Financial Institutions -- 4 Using Virtual Reality to Enhance Customer Experience in Financial Institutions -- 5 Conclusion -- References -- Performance Comparison of ResNet50V2 and VGG16 Models for Feature Extraction in Deep Learning -- 1 Introduction -- 2 Review Literature -- 3 Problem Statement -- 4 Technical Approach and Results -- 4.1 Method -- 4.2 Observations -- 5 Conclusion -- 6 Future Scope -- References -- Effective Supply Chain During Natural Disasters -- 1 Introduction -- 2 Objective and Methodology -- 2.1 Gaps Identified -- 3 Proposed Solution with a Special Focus of Agriculture Supply Chain -- 3.1 SCOR Model -- 4 Discussions -- 5 Conclusions -- References -- Comparison of UMi, UMa, and RMa Path Loss Models of 5G mmWave Communication System -- 1 Introduction -- 2 Path Loss Models -- 2.1 UMi Path Loss Models -- 2.2 UMa Path Loss Models.2.3 RMa Path Loss Models.Lecture Notes in Networks and Systems SeriesNagar Atulya K1274793Jat Dharm Singh1726378Mishra Durgesh1726379Joshi Amit1265590MiAaPQMiAaPQMiAaPQ9910841865403321Intelligent Sustainable Systems4132073UNINA