Information Systems for Intelligent Systems

This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2025), held in Bangkok, Thailand, on September 24 26, 2025. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems.

Spatial Optimization for Emergency Centers in Industrial Zones. - Assessing Drivers of Lifestyle-Based Entrepreneurship in Natural Products Field. - Enhancing Cybersecurity Posture Through Comprehensive Threat Intelligence: Methods, Challenges, and Future Trends. - A Decade of AI in Personal Financial Management: A Bibliometric Analysis of Trends, Intellectual Structures, and Research Opportunities. - Integral Model for the Management and Mitigation of Credit Risk in the Colombian Solidarity Sector. - AI-Generated Music and Its Acceptance on Distribution Platforms: An Experiment from Production to Business Monetization. - CHARACTERIZATION AND ANALYSIS OF BADMINTON RACKET USING SINGLE WALLED AND MULTIWALLED CARBON NANOTUBES. - Harnessing Technology in Professional Education: An Inquiry into Pedagogical Practices and Governance Per-spectives in State Universities and Colleges in the Philip-pines. - Intelligent Access Control Schemes for the Internet of Everything: A Survey of Techniques, Challenges, and Future Directions. - Bridging the Gap: Perceptual Differences Between Physical and Virtual Tours in 360 Maynila. - An In-depth Analysis of the Impact of Feature Transformation Learning on Classification Matrix in Driver Identification. - Enhancing Weather Prediction For Agriculture. - Advancement and Challenges in Chatbot Technology: A Deep Dive into AI-Powered Conversations. - Enabling SME Participation in Cybersecurity Information Sharing: A Human-centric, Socio-technical Model. - System development for ethics in digital record archive: Insight from strategically critical review. - Linking System Effectiveness to Workforce Productivity: A Study on the Use of Electronic Accounting Systems. - The Impact of Digitalization on Total Quality Management and Supply Chain Performance: Evidence from the Manufacturing Sector in a Developing Country. - Disease Prediction in Sericulture and Automation. - The ' Grammarly Effect' : A Mixed-Methods Study on the Impact of Instantaneous AI Feedback on Student Writing Anxiety and Revision Processes. - Optimizing Feature Selection for Medical Diagnosis Systems Using Differential Evolution. - Exploring Large Language Models to Assist Finite Element Analysis. - Genetic Algorithm-Driven Parameter Optimization for Practical Torus Fully Homomorphic Encryption. - Project-Based Learning: Comparing the Results of Group and Individual Projects in Undergraduate Program of Information Systems. - Adaptive Ambient Intelligence: Machine Learning Models for Context Prediction in Ubiquitous Systems. - Brand Vulnerability in Digital Age: Effects of Negative Publicity on Purchase Intention. - Website Defacement Detection using Machine Learning Technique. - Liberty to Equality: Hotel Management Application Level of Diversity Management in Selected Department of Tourism Accredited Hotels in Pangasinan. - Unveiling Barriers to Sustainable Fashion Consumption Among Gen Z. - Modelling the Barriers to Gen Z Adoption of Privacy-Preserving AI-Enabled Health Apps. - Integrating AI and Behavioral Analytics for Advanced Insider Threat Detection: A Cross-Disciplinary Approach Combining Cybersecurity and Cognitive Science. - Emotion Classification in News Headlines of Operation Sindoor Using Machine Learning: A Comparative Study of Logistic Regression and SVM. - Machine Learning-Based Clustering for Tuberculosis Patient Segmentation by Risk Factors and Symptom Profiles: A Case Study of Ngao District, Lampang. - StockVisionX: Leveraging Financial News Sentiment and Technical Indicators for Stock Movement Prediction. - A Secure and Efficient Implementation of TLS and QUIC for Secure Satellite Based Communication in UAVs. - Real-Time South African Sign Language interpretation using computer vision methods. - Robust Face Recognition System using Stable Diffusion and Synthetic Data. - Metaverse Entrepreneurship: Pathways of opportunities, challenges, and directions for future research. - Intelligent information system for proactive management of a printing enterprise. - Advancements in Machine Learning: Algorithms, Applications, and Emerging Research Directions. - An IoT-Enabled Real-Time Monitoring, Alerting, and Cloud Data Management System for Optimized Water Quality Control in Recirculating Aquaculture Systems (RAS). - Securing Systems Through Log Anomaly Detection: From Traditional Learning to LLMs.