This two-volume set constitutes the proceedings of the 19th International Conference on Computer Science and Education, ICCSE 2025, held in Osaka & Fukui, Japan, during August 1924, 2025.

The 82 full papers and 2 short papers presented were thoroughly reviewed and selected from the 196 submissions.

They were focused on the following topical sections:

Part I : AI Technology Frontiers-Computer Science and Data Science; Artificial Intelligence and Machine Learning and Natural Language Processing and Text Analytics

Part II : AI Shaping Education-AI Applications in Education and Teaching Models and Educational Reform.

Klappentext

This two-volume set constitutes the proceedings of the 19th International Conference on Computer Science and Education, ICCSE 2025, held in Osaka & Fukui, Japan, during August 19–24, 2025. The 82 full papers and 2 short papers presented were thoroughly reviewed and selected from the 196 submissions. They were focused on the following topical sections: Part I : AI Technology Frontiers-Computer Science and Data Science; Artificial Intelligence and Machine Learning and Natural Language Processing and Text Analytics Part II : AI Shaping Education-AI Applications in Education and Teaching Models and Educational Reform.

Inhalt

.- Computer Science and Data Science.

.- Artificial Intelligence Population DeclineEmployment Forecasting Multivariate Regression Labor Structure.

.- Online Judge System Programming Education Behavioral Pattern Recognition Visual Analytics.

.- Southeast Asia Tourism City Topic Model Function and Symbolism.

.- Demand forecasting Expert decision-making system PyQt6 Web crawler Fusion of Multi-source Dat.

.- Information security protection level Integrated Supervisory Control System System Service Technical Service.

.- Data Mining Multimodal Foods for Special Medical Purposes Healthcare.

.- life extension online platform clinical trials commercialization analyzing.

.- Application virtualization Network laboratory Network emulation Microservice architecture.

.- Artificial Intelligence and Machine Learning.

.- Deep learning Tool wear monitoring PCHIP CNN Transformer.

.- Generative AI ChatGPT Second Language Learning Khmer Language Nervousness Level.

.- Visual Relationship Detection Document Image Understanding Structured Diagram Parsing.

.- Text-to-face generation Personalized education History education Digital literacy.

.- Knowledge Tracking Attention Mechanism Temporal Kolmogorov-Arnold networks Educational Data Mining.

.- Speech Emotion Recognition MGCC AutoRegressive Integrated Moving Average Model.

.- Integrated Supervisory Control System Linkage Scenarios Risk Assessment Fully automatic operation Fuzzy theory.

.- Multi-sensor fusion AI Sign language recognition Speech synthesi.

.- Large Language Models Multi-source Heterogeneous Data Conversational Analysis Multi-Agent Self-correction LangGraph.

.- Object Detection Source-Free Domain Adaptation Synthetic Aperture Radar target detection.

.- Lane Line Detection Multi-Feature Hybrid Attention FPN Line Anchor.

.- 3D visual grounding Multi-scale local voting Point clouds comprehension.

.- Deep Reinforcement Learning UAV Obstacle Avoidance Local Guidance.

.- Teenagers Autonomous driving Experiments Career planning.

.- Image Recognition Quantum Chaos Open Stadium Billiard.

.- Hardware Impairments(HIS) Intelligent Reflecting Surface(IRS) Simultaneous Wireless Information and Power Transfer (SWIPT) Secure Beamforming Secrecy Rate.

.- Knowledge graph Computer science education Personalized learning Intelligent tutoring.

.- Covert Attention Fixational Eye Movement Microsaccade Interval of Occurrence Gaze Point.

.- A Data Fusion and Sharing-Exchange Model for Public Health Emergency Management.

.- Natural Language Processing and Text Analytics.

.- syllable stress intonation pronunciation vernacular-tongue computer assisted language learning.

.- Dialogue Analysis Temporal Segmentation Morphological Analysis Emotion Visualization Natural Language Processing.

.- Text Mining Comparative Translation Analysis Stylometry Co-occurrence Network Analysis Natural Language Processing.

.- DeepSeek Text Auto-Correction Dynamic Masked Language Modeling Adversarial Training Strategies Pre-trained Language Models.

.- Electroencephalogram(EEG) High-Frequency Dementia Wavelet Analysis Mild Cognitive Impairment(MCI).

.- Proton radiotherapy CT image guidance Adaptive radiotherapy Daily dose monitoring medical image AI.

.- Nuclear Medicine Deep Learning Diagnostic imaging.

.- Aging Functional MRI (fMRI) Peripheral and Central Vision Brain Activation HAROLD Model.

.- TrustPHRTrustworthy Management and Shared Utilization of PHR Based on Blockchain.