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Proceedings of World Conference on Information Systems for Business Management : ISBM 2023, Volume 1
Proceedings of World Conference on Information Systems for Business Management : ISBM 2023, Volume 1
Autore Iglesias Andres
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer, , 2024
Descrizione fisica 1 online resource (487 pages)
Disciplina 658.4038011
Altri autori (Persone) ShinJungpil
PatelBharat
JoshiAmit
Collana Lecture Notes in Networks and Systems Series
ISBN 981-9983-46-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Contents -- Editors and Contributors -- About the Editors -- Contributors -- Tesla-Twitter Merger-A Revolution in Business Through Social Networks -- 1 Introduction -- 1.1 Tweeting the Past: Unveiling Twitter's Journey -- 1.2 Electrifying Innovation: Tracing Tesla's Journey -- 2 Advancements of Twitter and Tesla Through Its Emergence -- 2.1 Twitter's Evolving Landscape: Exploring the Journey of Progress and Innovation -- 2.2 Tesla's Technological Breakthroughs: Pioneering Advancements in Electric Mobility -- 3 Infrastructure of Twitter and Tesla -- 4 Revenue Generation -- 4.1 Twitter Revenue Generation -- 4.2 Tesla Revenue Generation -- 5 Annual Income -- 5.1 Twitter Annual Income -- 5.2 Tesla -- 6 Purpose of Tesla Acquiring Tesla -- 7 Conclusion -- References -- Risk Management for Artificial General Intelligence by Limited Liability Companies -- 1 Introduction -- 2 Artificial General Intelligence Under the EU AI Act -- 2.1 Introduction of General Purpose AI Systems by the AI Act -- 2.2 Introduction of General Purpose AI Systems -- 2.3 Negotiating Position (Final Draft) on the AI Act -- 2.4 Co-regulation of the AI Act and Other Legislation -- 2.5 Why a Business Entity for an AGI System or GPAIS Is Needed? -- 3 Limited Liability Companies for AGI Businesses -- 3.1 Establishing an LLC -- 3.2 Legal Personhood for Autonomous AGI Systems by LLCs -- 4 Limited Liability and Financial Risk Management -- 4.1 Vertical Liability Shield Against Risks for LLC -- 4.2 Horizontal Liability Shields Against Risks for LLC -- 4.3 Protected and Registered Series LLCs -- 5 Discussion and Conclusion -- References -- Pod Migration with Optimized Containers Using Persistent Volumes in Kubernetes -- 1 Introduction -- 2 Related Research -- 3 Proposed Method -- 4 Design -- 5 Evaluation -- 5.1 Experimental Set Up -- 6 Conclusions and Future Research.
References -- Information Systems in Large Scale Government Projects in India: A Case Study of PMAY -- 1 Introduction -- 2 Literature Review -- 3 PMAY Implementation: A Brief Overview -- 4 Analysis of PMAY Data -- 5 Conclusion -- References -- mHealth Apps on the Rise: Exploring the Influence of App and Individual Characteristics on Adoption -- 1 Introduction -- 2 Literature Review -- 2.1 TAM Model -- 2.2 Key Characteristics of mHealth Apps Users -- 2.3 Key Characteristics of mHealth Apps -- 3 Research Design -- 3.1 Measures -- 3.2 Data Collection -- 4 Results -- 4.1 Measurement Model Results -- 4.2 Hypothesis Testing -- 5 Discussion -- 6 Implications -- 7 Limitations -- References -- Study of Power Optimization Algorithms for Secure Communication with Untrusted AF Relays -- 1 Introduction -- 2 Network Model and Scheme Description -- 2.1 Eavesdropping Scenario -- 2.2 Relay Selection -- 2.3 Secrecy Rate -- 3 Power Optimization Methods -- 3.1 Nelder-Mead Method (N-M) -- 3.2 Broyden-Fletcher-Goldfarb-Shanno Algorithm (BFGS) -- 3.3 Conjugate-Gradient Method (CG) -- 3.4 Second Derivative Test (DT) -- 3.5 Exhaustive Search Algorithm (ES) -- 4 Numerical Results and Discussion -- 5 Conclusions -- References -- GAN-Based Anomaly Intrusion Detection for Industrial Controller System -- 1 Introduction -- 2 Related Works -- 3 Secure Water Treatment -- 4 Generative Adversarial Network for Data Generation -- 5 Proposed Method -- 5.1 Dataset -- 5.2 Generation of More Samples Using Generative Adversarial Network -- 5.3 Multi-layer Perceptron -- 5.4 Performance Evaluation -- 6 Result -- 7 Conclusion -- References -- A Communication Architecture Approach for Mitigating Complexities in Smart Manufacturing Units by Means of Information Appropriateness -- 1 Introduction -- 2 Background -- 2.1 Challenges with Executing Information Appropriateness -- 3 Case Study.
4 Discussion -- 5 Conclusion -- References -- A Survey on Taxonomy of Data Governance for Cloud-Based Services -- 1 Introduction -- 2 Survey Questions -- 2.1 Criteria of Questionnaire -- 2.2 Profile of the Participants -- 3 Analysis of Data -- 4 Analysis of Survey Outcome -- 5 Proposed Recommendations -- 5.1 New Category as Accessibility -- 5.2 Justification for Accessibility -- 5.3 Subcategories of Accessibility -- 5.4 Justification for Subcategories of Accessibility -- 5.5 Function as a Service (FaaS) as an Independent Subcategory -- 5.6 Justification for Function as a Service (FaaS) -- 5.7 Data as a Service (DaaS) as an Independent Subcategory -- 5.8 Justification for Data as a Service (DaaS) -- 6 Conclusion -- References -- Optimal Allocation of Mobile Finance Company Agents Using Convex Hull Optimization -- 1 Introduction -- 2 Market Analysis -- 2.1 Mobile Finance Services (MFS) -- 2.2 Agent -- 2.3 MFS in Bangladesh -- 3 Literature Review -- 4 Dataset -- 4.1 Data Collection -- 4.2 Data Processing -- 5 Methodology -- 5.1 Standard Linear Model -- 5.2 User Distribution -- 5.3 Service Area of an Agent -- 5.4 Users Outside Service Coverage -- 5.5 Clustering Users -- 5.6 Convex Hull Algorithm -- 5.7 Allocating New Agents -- 6 Result Analysis -- 6.1 Linear Regression -- 6.2 Optimum Allocation of Agents -- 7 Conclusion -- References -- Sentiment Analysis Using Fuzzy Model -- 1 Introduction -- 2 Literature Review -- 3 Background -- 4 Proposed Model -- 5 Results and Discussion -- 6 Conclusion and Future Work -- References -- Exploiting Metadata for Intelligent and Secure JSON REST API Services -- 1 Introduction -- 1.1 Motivating Examples -- 1.2 Contribution and Applications -- 1.3 Organization -- 2 Preliminaries -- 2.1 JSON Data -- 2.2 JSON Data Request and Reply -- 3 REST API Services -- 4 Rewriting Queries: Private Authorized Approach.
4.1 Using Additional Table for Query Rewriting -- 4.2 Using a User-Role for Partial-Ordering to Rewrite a Query -- 5 Using a Markov Model for Prediction: Predictive Approach -- 6 Conclusion -- References -- Covid-19 and Online Shopping of Groceries Across Generation Cohorts in Sweden -- 1 Introduction -- 2 Method -- 2.1 Sampling and Data Collection -- 2.2 Measures and Analyzes -- 3 Findings -- 4 Discussion and Conclusion -- 4.1 Discussion of the Findings -- 4.2 Methodological Limitation and Recommendations to Future Research -- 4.3 Practical Implications -- 4.4 Conclusion -- References -- Advancements in Machine Learning and Computer Vision Approaches for Food and Nutrient Recognition from Images: A Survey -- 1 Introduction -- 2 Food Image Datasets -- 3 Food Image Recognition with Deep Learning -- 3.1 Custom Build Models -- 3.2 Transfer Learning Models -- 4 Food Nutrient Estimation -- 5 Food Volumetric Estimation -- 6 Assessing Effectiveness of Deep Learning Models -- 6.1 Saliency Map -- 6.2 Grad-CAM -- 7 Outstanding Issues and Challenges -- 8 Conclusion -- References -- PoI Recommendation System: A Blended Approach -- 1 Introduction -- 2 Related Work -- 2.1 Geographical Constraints -- 2.2 Temporal Constraints -- 2.3 User Preference -- 3 Proposed Model -- 3.1 Geographical Module -- 3.2 Temporal Module -- 3.3 User Preference Module -- 3.4 Blender Module -- 3.5 Outcome Preparatory Module -- 4 Results -- 5 Conclusion -- References -- Is Blockchain Technology a Feasible Solution for P2P Lending Platforms to Improve Operational Ability? -- 1 Introduction -- 2 Conceptual Framework -- 3 Literature Review -- 3.1 Applicability Issues of Blockchain Technology in Fintech -- 3.2 Blockchain and P2P Lending Platforms -- 4 Objectives and Methodology -- 5 Discussion -- 6 Conclusion -- References.
Multi-instance Contingent Fusion for the Verification of Infant Fingerprints -- 1 Introduction -- 2 Methodology -- 2.1 Covenant University Newborn and Infant Fingerprint (CU-NIF) Database -- 2.2 Fingerprint Acquisition -- 2.3 Experimental Protocol -- 3 Results and Discussion -- 4 Conclusion and Recommendations -- References -- Exploiting Neural Network Model for Hiding and Triggering Malware -- 1 Introduction -- 2 Related Work -- 2.1 Stegomalware and Steganography -- 2.2 StegoNet -- 2.3 DeepLocker -- 2.4 Exploitation Using AI -- 3 Methodology -- 4 Implementation -- 5 Countermeasures -- 6 Conclusion -- References -- Enhancing Student Engagement and Performance Evaluation: An Integrated Approach for Quality Learning Management System -- 1 Introduction -- 2 Background Study -- 3 Proposed Model -- 4 Implementation of the Proposed Model -- 5 Conclusion -- References -- Breaking Bias: Alpha Weighted Loss in Multi-objective Learning Taming Gender Stereotypes -- 1 Introduction -- 2 Related Work -- 3 Data Description -- 4 Exploratory Data Analysis -- 5 Methodology -- 5.1 Data Prepossessing and Segregation -- 5.2 BERT Embedding -- 5.3 Linear Classification -- 5.4 Loss Function -- 5.5 Backpropagation and Optimization -- 5.6 Selection of Optimal Alpha Value -- 6 Evaluation Metrics -- 7 Results -- 8 Conclusion -- References -- Development and Evaluation of a Voice Command App for Smartphone Interaction Using the Speech-to-Text API -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Accuracy Assessment -- 3.2 Performance Metrics -- 3.3 Functionality Assessment -- 3.4 Usability Evaluation -- 3.5 Performance on Different Devices -- 4 Limitations -- 5 Conclusion -- References -- Hybrid CNN + LSTM Model for Accurate Hindi Handwritten Digit Recognition -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 3.1 Proposed Methodology -- 3.2 Experimental Setup.
3.3 Experimental Model.
Record Nr. UNINA-9910842298203321
Iglesias Andres  
Singapore : , : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Proceedings of World Conference on Information Systems for Business Management : ISBM 2023, Volume 2
Proceedings of World Conference on Information Systems for Business Management : ISBM 2023, Volume 2
Autore Iglesias Andres
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer, , 2024
Descrizione fisica 1 online resource (524 pages)
Disciplina 658.4038011
Altri autori (Persone) ShinJungpil
PatelBharat
JoshiAmit
Collana Lecture Notes in Networks and Systems Series
ISBN 981-9983-49-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Contents -- Editors and Contributors -- Information Systems Field: An Analysis Through a Bibliometric Methodology -- 1 Introduction -- 2 Methodology -- 3 Application -- 4 Conclusion and Future Works -- References -- Feature Extraction and Fusion Method for Detection and Classification of Gastrointestinal Diseases Using Deep Learning Algorithms -- 1 Introduction -- 2 Literature Survey -- 3 Research Methodology -- 4 Proposed Work -- 5 Result Discussion -- 6 Conclusion and Future Work -- References -- Type 2 Diabetes Mellitus Prediction with Gut Microbes Using Machine Learning Through Shotgun Metagenomic Sequencing -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Shotgun Metagenomics Sequencing -- 3.2 Machine Learning Models -- 4 Result and Discussions -- 5 Conclusion -- References -- Prediction of Diabetics Using Hybrid Feature Selection with KNN and ANN -- 1 Introduction -- 2 Related Work -- 3 Existing Work -- 3.1 Support Vector Machine -- 3.2 Naïve Bayes -- 4 Proposed Work -- 4.1 Feature Selection -- 4.2 Hybrid Optimisation Technique -- 4.3 Classification -- 4.4 ANN Algorithm for Classification -- 5 Experimental Results -- 6 Conclusion and Future Work -- References -- A Systematic Review of the Relationship Between Supply Chain Risk Management and Sustainability -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 3.1 Descriptive Analysis -- 3.2 Relationships Between Supply Chain Risk Management and Sustainability -- 3.3 Sustainable Supply Chain Risk Management Evaluation -- 4 Conclusion -- References -- Development of Digital Heritage for Archaeovisit Tourism Resilience: Evidences from E-Lenggong Web Portal -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusion -- References.
Managing Information Leadership for Learning Performance: An Empirical Study Among Public School Educators -- 1 Introduction -- 2 Literature Review -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Next Generation Technical Interview Process Automation with Multi-level Interactive Chatbot Based on Intelligent Techniques -- 1 Introduction -- 2 Novel Approach -- 2.1 Users -- 2.2 Inputs -- 2.3 Outputs -- 3 Research Design -- 3.1 Technology-Oriented Resume Analysis -- 3.2 Conversational Interview Chatbot -- 3.3 Self-confidence Level Analysis Module -- 3.4 Integrated System Interpretation -- 4 Evaluation -- 5 Conclusion -- References -- Feature Selection Using Artificial Bee Colony and Discernibility Matrix in Rough Set Theory-A Hybrid Approach -- 1 Introduction -- 2 Literature Review -- 3 Proposed Approach -- 4 Description of Dataset -- 5 Conclusion -- References -- Advancing Fish Species Identification in Bangladesh: Deep Learning Approaches for Accurate Freshwater Fish Recognition -- 1 Introduction -- 2 Related Works -- 3 Research Methodology -- 3.1 Dataset -- 3.2 Proposed Model -- 4 Experimental Results -- 5 Conclusion and Future Works -- References -- Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models -- 1 Introduction -- 2 Related Work -- 2.1 Code-Switching Data Sets -- 2.2 Sentiment Analysis Models for Code-Switched Text -- 3 Methodology -- 3.1 Corpus Development -- 3.2 Model Development -- 3.3 Model Evaluation -- 4 Results and Discussions -- 5 Conclusion -- References -- A New Paradigm in Blockchain-Based Financial Aid Distribution -- 1 Introduction -- 2 Related Works -- 3 Proposed System -- 3.1 System Overview -- 3.2 Technical Schematics -- 4 Development and Implementation of the Proposed System -- 4.1 Smart Contract -- 4.2 Smart Contract Functionality.
4.3 Private Decentralized Network -- 5 Conclusion and Future Works -- References -- ``Green Business'' in Europe: Modern Reforms and Governance -- 1 Introduction -- 2 Goals and Purpose -- 3 Theoretical Background and Research Method -- 4 Resources and Literature Review -- 5 Guidance for Business in European ``Green Growth'' and ``Green Deal'' -- 5.1 The EU ``Green Deal'' Package -- 6 Financing Green Growth and Business -- 7 Social Enterprises: Examples of ``Green Business'' -- 8 Best ``Green Businesses'' in the World -- 9 Conclusion: Lessons Learned -- References -- Factors Influencing the Performance of the Coffee Supply Chain-The Case Study of Vietnam -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 4 Results and Discussion -- 4.1 Descriptive Statistics -- 4.2 Factors Influencing the Performance of the Coffee Supply Chain -- 5 Conclusion -- References -- SMEs Recruitment Processes Supported by Artificial Intelligence: A Position Paper -- 1 Introduction -- 2 Background -- 3 Motivation -- 3.1 Research Problem -- 3.2 Research Questions -- 3.3 Research Goals -- 4 Design -- 4.1 Problem Identification and Motivation -- 4.2 Objectives of a Solution -- 4.3 Design and Development -- 4.4 Demonstration -- 4.5 Evaluation -- 4.6 Communication -- 5 Conclusion -- 6 Future Work -- References -- An Innovative Application of Management Information System for Job Description at University with Text Analytics Technology -- 1 Introduction -- 2 Materials and Methods -- 2.1 Problem Recognition -- 2.2 Feasibility Study -- 2.3 Analysis -- 2.4 System Design -- 2.5 Development and Testing -- 2.6 Implementation -- 2.7 System Maintenance -- 3 Results -- 3.1 Prototype Performance and Functionality -- 3.2 Summary of the Satisfaction Assessment of the Prototype -- 4 Discussion -- 5 Conclusion -- 6 Limitation -- References.
Accelerating Business Growth Through Technology-Based Venturing in Small-to-Medium Enterprises -- 1 Introduction -- 1.1 Definition and Importance of Technology-Based Venturing Solutions in Today's Digital Era -- 2 Literature Review and Hypotheses Development -- 2.1 Overview of Technology-Based Venturing Solutions -- 3 Theoretical and Conceptual Framework -- 3.1 The Technology-Entrepreneurship Nexus (TEN) Theory -- 3.2 The TEN Framework Comprises Three Primary Constituents -- 3.3 Conceptual Framework -- 4 Research Methodology -- 4.1 Data Collection and Population -- 4.2 Sampling Technique -- 4.3 Research Instrument -- 4.4 Data Analysis Method -- 5 Results and Analysis -- 5.1 Confirmatory Factor Analysis -- 5.2 Path Analysis -- 5.3 Quality Analysis Model -- 6 Summary of Hypothesis and Discussion -- 7 Conclusion -- References -- Protecting Cloud Computing Against DDoS Attacks -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Countermeasures -- 6 Conclusion and Future Work -- References -- Comparative Study of Fingerprints Liveness Detection Using Noise in Ridge Valley Structure, Texture Analysis, and CNN Method -- 1 Introduction -- 2 Dataset Collections -- 3 Algorithm for Liveness Recognition Based on Valley Noise Study -- 4 Algorithms for Liveness Detection Based on Texture Analysis Method -- 4.1 Multiresolution Texture Analysis Techniques -- 4.2 First-Order Features -- 4.3 Second-Order Features -- 4.4 Local Ridge Frequency Study of Fingerprints -- 5 Algorithm for Liveness Detection Based on Deep Learning -- 6 Result and Discussions -- 7 Conclusions -- References -- Uncovering the IoT Roadblocks: Exploring Barriers to Smart Home Adoption in Europe -- 1 Introduction -- 2 Methodology and Theoretical Framework -- 3 Overview of the Research Articles -- 4 Findings -- 4.1 Performance Expectancy -- 4.2 Effort Expectancy.
4.3 Social Influence -- 4.4 Hedonic Motivation -- 4.5 Price Value -- 4.6 Habits -- 5 Discussion and Future Research Avenues -- 6 Conclusion -- References -- Structural Equation Modeling of Determinants of Customer Loyalty: A Case of Franchised Restaurants in Cambodia -- 1 Introduction -- 2 Literature Review and Hypothesis Development -- 2.1 Responsiveness and Customer Satisfaction -- 2.2 Reliability and Customer Satisfaction -- 2.3 Brand Image and Customer Satisfaction -- 2.4 Service Quality and Customer Satisfaction -- 2.5 Customer Satisfaction and Customer Loyalty -- 3 Methodology -- 3.1 Data Collection -- 3.2 Research Instruments -- 4 Result -- 4.1 Demographic Information -- 4.2 Factor Analysis and Reliability Test -- 4.3 Confirmatory Factor Analysis (CFA) -- 4.4 Hypothesis Testing -- 5 Discussion -- 6 Managerial Implications -- 7 Conclusion -- References -- Using the OEE Score to Enable Collaborative Decision-Making for Human-Machine Interaction in an Industry 5.0 Setting -- 1 Introduction -- 2 Background -- 2.1 Smart Manufacturing -- 2.2 Human-Machine Interaction -- 2.3 Industry 5.0 -- 2.4 Overall Equipment Effectiveness (OEE) -- 3 Experimental Set-Up -- 3.1 Overview of the Water Bottling Plant -- 3.2 The Single-Case Experimental Study -- 3.3 Executing the Single-Case Experiment -- 4 Machine only -- 5 Human-Machine collaboration -- 6 Results -- 6.1 Calculating the OEE -- 6.2 Scenario 1 -- 6.3 Scenario 2 -- 6.4 Scenario 3 -- 7 Conclusion and Future Work -- References -- Machine Learning Approach Analysis for Early-Stage Liver Disease Prediction in the Context of Bangladesh and India -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Data Collection and Preprocessing -- 4 Experimental Result -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Edvent-Speech to Presentation Automation -- 1 Introduction.
2 Literature Survey.
Record Nr. UNINA-9910842281703321
Iglesias Andres  
Singapore : , : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui