Information and Communication Technologies in Education, Research, and Industrial Applications
Springer International Publishing (Verlag)
978-3-031-81371-9 (ISBN)
This book constitutes the proceedings of the 19th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications, ICTERI 2024, held in Lviv, Ukraine, during September 23-27, 2024.
The 29 full papers, 2 short papers and 3 keynote papers included in this volume were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: main conference; PhD symposium; and research in progress.
.- Keynotes.
.- Towards Neuro-Symbolic AI with Knowledge Graphs and Generative AI.
.- Efficient Generative Inference by Heavy Hitters and Beyond.
.- International Environmental Agreements - A Game Theoretic Introduction.
.- ICTERI 2024 Main Conference.
.- Verification of Smart Contract Code Generated by Applying Artificial Intelligence.
.- Modeling of the Nonlinear Impact of Climatic Factors on Wheat Yield using Machine Learning Techniques.
.- Usage of the Message Broker Technology in the Adaptive Software Systems.
.- Enhancing Mobile Manipulation in Home Environments: A Case Study from the NeurIPS 2023 HomeRobot Challenge.
.- An Approach for Detecting Alzheimer's Disease Using Deep Learning Techniques.
.- Usage of Cognitive Networks for Cyberattack Detection and Prevention.
.- Typology of Experimental Simulation Models in Population Ecology: Analyzing Individual and Group Selection Within the Framework of Simpson's Paradox.
.- Analysis of Software for Development and 2D/3D Modeling of Robotic Systems in Academia and Industry.
.- Automated Accessibility Testing as a Part of Continuous Delivery Process in Modern IT Projects.
.- Managing Student Engagement during the Educational Process using the MorphCast AI Tool.
.- Formation of Social and Civic Competence of Bachelors of Preschool Education During Distance Learning in Conditions of War.
.- Designing Academic Programs for Data Specialists: a Data-Driven Approach Using Machine Learning Techniques and Labor Market Data.
.- Algorithms for Using Online Tutoring as a Tool for Personalization of Learinig in an Online Educational Environment.
.- Enhancing Self-Efficacy for Learning and Performance in High School: A Simulation-Enhanced Predict-Observe-Explain Intervention.
.- MathPartner is a Breakthrough Technology for Natural Sciences Education, Scientific and Engineering Applications.
.- ICTERI 2024 PhD Symposium.
.- Engineering Scientific Knowledge Graphs from Publications: The Anti-Corruption Use Case.
.- Generalized AI-based Solutions with NLP Support for Processing Business Requests.
.- Understanding Single-Function Reentrancy Attacks.
.- Modeling Technique of Distributed Computations.
.- Deepfake Audio Detection with Sinc and Wavelet Filters in RawNet2.
.- Allocation of Investment Portfolio Assets Classes Using Machine Learning.
.- Integrating Semantic Analysis and Financial Indicators of Business Reports for Predicting Stock Prices.
.- ICTERI 2024 Research in Progress.
.- Optimizing LED Power Efficiency through Advanced Image Color Recalculation Techniques.
.- Ukrainian NLP: Determining the Letter Form of a Number in a Sentence.
.- Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata.
.- Data-Driven Decision-Making to Identify the Target Audience of Higher Education Institutions Using Machine Learning Techniques.
.- The Freemium Business Model: Experimental Pricing Using Python in a Colab Environment.
.- Balancing Performance and Efficiency in Zero-shot Robotic Navigation.
.- Semi-Automated Gamification Framework for Computer Science and Technology Online Courses.
.- The Use of Digital Tools in the Practice of Formative Assessment in Teaching Mathematics.
.- Fast Jam-Proof Codes with the Possibility of Correction.
| Erscheinungsdatum | 28.02.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XXVIII, 420 p. 210 illus., 134 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Schulbuch / Wörterbuch ► Unterrichtsvorbereitung ► Unterrichts-Handreichungen |
| Mathematik / Informatik ► Informatik | |
| Schlagworte | Adaptive software system • Artificial Intelligence • computer vision • Deep learning • Distance Learning • distributed computation • generative AI • Interactive Learning Environments • Modeling and Simulation • Natural Language Processing • Network Security • Neuro-Symbolic AI • robotic navigation • robotic planning • Scientific knowledge graph • Software engineering and management • Technology Enhanced Learning |
| ISBN-10 | 3-031-81371-5 / 3031813715 |
| ISBN-13 | 978-3-031-81371-9 / 9783031813719 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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