Advances in ICT Research in the Balkans : 10th Balkan Conference in Informatics, BCI 2024, Craiova, Romania, September 4-6, 2024, Proceedings

著者名：Bădică, Costin (EDT)/Gušev, Marjan (EDT)/Iftene, Adrian (EDT)/Ivanović, Mirjana (EDT)/Manolopoulos, Yannis (EDT)/Xinogalos, Stelios (EDT)

Springer（2025/03/04発売）

• 言語：ENG
• ISBN：9783031840920
• eISBN：9783031840937

Description

This book constitutes the refereed proceedings of the 10th Balkan Conference in Informatics on Advances in ICT Research in the Balkans, BCI 2024, held in Craiova, Romania, during September 4-6, 2024.

The 23 full papers included in this book were carefully reviewed andselected from 31 submissions. They were organized in topical sections as follows: Data Mining and Machine Learning; Software and Systems; Languages and Text; Learning Issues; Distributed Systems; Medical and Health Issues; Web Issues and Tools; Security and Privacy.

Table of Contents

.- Data Mining and Machine Learning.

.- Autoregressive Model for Energy Consumption Time Series.

.- Enhancing Credit Card Fraud Detection Using Knowledge Graphs and Centralities.

.- Unveiling the Potential of Explainable Artificial Intelligence in Predictive Modeling, Exploring Food Security and Nutrition in Madagascar.

.- Software and Systems.

.- Comparison of Methodological Approaches: CRISP-DM vs OSEMN Methodology using Linear Regression and Statistical Analysis.

.- Processing Range-sum Queries within Triangular Shapes.

.- Microservice-based Distributed Application for Unifying Social Networks.

.- Languages and Text.

.- Towards an Ontology for Describing the Contextualization of Written Cultural Heritage in the Light of Semiotics.

.- Affective Analysis of Literature Books – Detective Novels and Short Stories of Agatha Christie.

.- Preventing Academic Dishonesty Originating from Large Language Models.

.- Learning Issues.

.- A Gamified Approach for Monitoring Student Attendance and Fostering Learner Engagement: AttendanceManager Platform.

.- Personalize Online Learning based on IoT (Systematic Mapping Study).

.- Student Perspectives on Generative AI Use for Learning Automation and Augmentation in Higher Education.

.- Distributed Systems.

.- Leveraging Fitness Functions to Assess Cloud Migration Readiness of Clean Architecture,

.- Resource Management in Cloud IaaS via Machine Learning Algorithms.

.- Blockchain-Based Decentralised Marketplace for Secure Trading of Intellectual Property.

.- Medical and Health Issues.

.- Optimizing Urban Health and Resilience: The Role of Intelligent Agents in Climate Action.

.- MAS-PatientCare: Medical Diagnosis and Ppatient Management System Based on a Multi-agent Architecture.

.- Microsoft Copilot, Google Gemini, OpenAI ChatGPT and Anthropic Claude: Assisting in Cardiology Diagnosing – A Case Study.

.- Web Issues and Tools.

.- Enhancing Web Accessibility through a Customizable Browser Extension for Users with Visual Impairments.

.- Time Traveller – a RotSafeLinker Tool.

.- ShareFactory – Efficient and Accessible Content-Sharing Platform.

.- Security and Privacy.

.- Steganalysis: A Study on Compression Attack, Methods and Transit Resilience.

.- A Practical Guide for Application Security Baselines in the Software Development Process.