TY - BOOK AU - Sifaleras,Angelo AU - Lin,Fuhua ED - SpringerLink (Online service) TI - Generative Intelligence and Intelligent Tutoring Systems: 20th International Conference, ITS 2024, Thessaloniki, Greece, June 10-13, 2024, Proceedings, Part II T2 - Lecture Notes in Computer Science, SN - 9783031630316 AV - LB1028.43-1028.75 U1 - 371.334 23 PY - 2024/// CY - Cham PB - Springer Nature Switzerland, Imprint: Springer KW - Education KW - Data processing KW - Computer engineering KW - Computer networks  KW - Artificial intelligence KW - Social sciences KW - Computers and Education KW - Computer Engineering and Networks KW - Artificial Intelligence KW - Computer Application in Social and Behavioral Sciences N1 - -- Generative Intelligence and Healthcare Informatics. -- Elevating Medical Efficiency and Personalized Care through the Integration of Artificial Intelligence and Distributed Web Systems. -- Human Interaction, Games and Virtual Reality. -- Cognitive Engagement Detection of Online Learners Using GloVe Embedding and Hybrid LSTM. -- Assessing Cognitive Workload of Aircraft Pilots through Face Temperature. -- Profiles of Performance: Game-Based Assessment of Reading Comprehension Skill. -- Towards Neuro-Enhanced Education: A Systematic Review of BCI-Assisted Development for Non-academic Skills and Abilities. -- From Novice to Expert: Unraveling the Impact of Experience on Cognitive Load and Physiological Responses in Aviation Pilots. -- Kahoot! as a Tool to Maintain Students' Attention and Increase Retention Rates: An Experience Report with Computer Science Students. -- Adoption of digital games as pedagogical aids for teachers and pupils in primary schools to overcome learning problems in arithmetic. -- Educational games for Computational Thinking: Evaluation of the Scaffolded aMazeD game. -- Neural Networks and Data Mining. -- MonaCoBERT: Monotonic Attention based ConvBERT for Knowledge Tracing. -- Detection of Pre-Error States in Aircraft Pilots Through Machine Learning. -- Mining Discriminative Sequential Patterns of Self-Regulated Learners. -- Analysis of machine learning models for academic performance prediction. -- Simplifying Decision Tree Classification through the AutoDTrees Web Application and Service. -- LBKT: A LSTM BERT-based Knowledge Tracing Model for Long-Sequence Data. -- Educational Support for Automated Classification of UML Diagrams using Machine Learning. -- Model Decomposition of Robustness Diagram with Loop and Time Controls to Petri Net with Considerations on Resets. -- Well-handledness in Robustness Diagram with Loop and Time Controls. -- Generative Intelligence and Metaverse. -- Enhancing Reinforcement Learning Finetuned Text-to-Image Generative Model using Reward Ensemble. -- Multi-scale Intervention Planning based on Generative Design. -- Security, Privacy and Ethics in Generative Intelligence. -- Exploring Inclusivity in AI Education: Perceptions and Pathways for Diverse Learners. -- Generative Intelligence for Applied Natural Language Processing. -- A Rule-based Chatbot offering Personalized Guidance in Computer Programming Education. -- Deploying ChatGPT for automated tagging of Greek dialogue data of university students. -- Paraphrase Generation and Identification at Paragraph-Level. -- Educational Knowledge Graph Creation and Augmentation via LLMs. -- Semi-Automatic Construction of Bidirectional Dialogue Dataset for Dialogue-based Reading Comprehension Tutoring System using Generative AI N2 - This book constitutes the refereed proceedings of the 20th International Conference on Generative Intelligence and Intelligent Tutoring Systems, ITS 2024, held in Thessaloniki, Greece, during June 10-13, 2024. The 35 full papers and 28 short papers included in this book were carefully reviewed and selected from 88 submissions. This book also contains 2 invited talks. They were organized in topical sections as follows: Generative Intelligence and Tutoring Systems; Generative Intelligence and Healthcare Informatics; Human Interaction, Games and Virtual Reality; Neural Networks and Data Mining; Generative Intelligence and Metaverse; Security, Privacy and Ethics in Generative Intelligence; and Generative Intelligence for Applied Natural Language Processing UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-63031-6 ER -