Augmented Intelligence and Intelligent Tutoring Systems

This book constitutes the refereed proceedings of the 19th International Conference on Augmented Intelligence and Intelligent Tutoring Systems, ITS 2023, held in Corfu, Greece, during June 2-5, 2023.

The 41 full papers and 19 short papers presented in this book were carefully reviewed and selected from 84 submissions. The papers are divided into the following topical sections: augmented intelligence in tutoring systems; augmented intelligence in healthcare informatics; augmented intelligence in games, serious games and virtual reality; neural networks and data mining; augmented intelligence and metaverse; security, privacy and ethics in augmented intelligence; and applied natural language processing.

Inhalt
Augmented Intelligence in Tutoring systems: **** Language Proficiency Enhanced Knowledge Tracing.- Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory.- A Framework for Automatic Task Ontology Execution in a Complex Environment.- Method and Tools to Supporting Math Learning in Inclusive Education of Blind Students.- Understanding the usages and effects of a recommendation system in a non-formal learning context.- Detecting Mental Fatigue in Intelligent Tutoring Systems.- Detecting Mental Fatigue in Intelligent Tutoring Systems.- An Approach to Generating Adaptive Feedback for Online Formative Assessment.- Early Warning Systems: How to Generate Early and Accurate Alerts of At-risk of Failure Learners?.- Detecting Interlingual Errors: The Case of Prepositions.- Detecting Interlingual Errors: The Case of Prepositions.- Teaching Cardiovascular Physiology with a Minigame-based ITS.- Expert-centered design recommendations to promote engagement in authoring activities of adaptive learning technologies.- Towards a Chatbot-based Learning Object Recommendation: A Comparative Experiment.- Development of a Conversational Agent for Tutoring Nursing Students to Interact with Patients.- Integrating an Ontological Reference Model of Piloting Procedures in ACT-R Cognitive Architecture to simulate piloting tasks.- Generating Pedagogical Questions to Help Students Learn.- Attention Assessment of Aircraft Pilots Using Eye Tracking.- KEMMRL:Knowledge Extraction Model for Morphologically Rich Languages.- Synthesising didactic explanatory texts in Intelligent Tutoring Systems based on the information in cognitive maps.- Using the ITS components in improving the Q-learning policy for instructional sequencing.- Stargazing Live! Inspiring with real data in a mobile planetarium and learning through conceptual modelling.- A GPT-based Vocabulary Tutor.- ETHOSCHOOL: An Artificial Moral Agent Model for Collaborative Learning.- Toward a Smart Tool for Supporting Programming Lab Work.- Towards Embodied Wearable Intelligent Tutoring Systems.- iQUIZ!: A Collaborative Online Learning System that Promotes Growth Mindset using Persuasive Feedback.- Helping Teachers to Analyze Big Sets of Concept Maps.- Learning Engagement and Peer Learning in MOOC: A Selective Systematic Review.- Personalized Study Guide: A Moodle Plug-in Generating Personal Learning Path for Students.- Learning by Building Chatbot: A System Usability Study and Teachers' Views about the Educational Uses of Chatbots.- Towards Integrating Learnersourcing, Microlearning and Gamification in Moodle.- Towards a social learning analysis using Learning Management System and Learning Experience to predict learners' success.- Towards a social learning analysis using Learning Management System and Learning Experience to predict learners' success.- Estimation of Piloting Attention Level Based on the Correlation of Pupil Dilation and EEG.- Functional programming of intelligent systems.- Model-based Support for Collaborative Concept Mapping in an Open-ended Domain. Augmented Intelligence in Healthcare Informatics : CPR Emergency Assistance through Mixed Reality Communication.- The Relative Importance of Cognitive and Behavioral Engagement to Task Performance in Self-Regulated Learning With an Intelligent Tutoring System.- Emotional Impact of Cognitive Priming on Alzheimer's Disease.- Combining XR and AI for integrating the best pedagogical approach to providing feedback in Surgical Medical Distance Education.- Multimodal learning for clinical risk prediction in Intensive Care Units. Augmented Intelligence in Games, Serious Games and Virtual Reality : User-Defined Hand Gesture Interface to Improve User Experience of Learning American Sign Language.- Distraction Detection and Monitoring Using Eye Tracking in Virtual Reality. Neural Networks and Data Mining : Using Feature Interaction for Mining Learners' Hidden Information in MOOC Dropout Prediction.- On an integrated assessment for the students within an academic consortium.- An Approach to Automatic Flight Deviation Detection.- Automatic learning of piloting behavior from flight data.- Towards Student Behaviour Simulation: A Decision Transformer based Approach. Augmented Intelligence and Metaverse: Mixed Reality Agents as Language Learning Tutors.- Metaverse and Virtual Environment to improve attention deficit hyperactivity disorder (ADHD) students' learning. Security, Privacy and Ethics in Augmented Intelligence: **** Culture of Ethics in Adopting Learning Analytics.- Promoting Ethical Uses in Artificial IntelligenceApplied to Education. Applied Natural Language Processing : Improving Collaboration via Automated Intelligent Nudges.- Preliminary Performance Assessment on Ask4Summary's Reading Methods for Summary Generation.- Joint Topic Model with Selected Side Information for Inter-University Syllabus Analysis Focusing on the Variety of Instructional Approaches.- Plug & Play with Deep Neural Networks: Classifying Posts that Need Urgent Intervention in MOOCs.- Personalized feedback enhanced by Natural Language Processing in Intelligent Tutoring Systems.- SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners.- Conversational Agents and Language Models that learn from Human Dialogues to Support Design Thinking.