Artificial Intelligence in Education

Artificial Intelligence in Education

25th International Conference, AIED 2024, Recife, Brazil, July 8-12, 2024, Proceedings, Part I

Chounta, Irene-Angelica; Santos, Olga C.; Liu, Zitao; Olney, Andrew M.; Bittencourt, Ig Ibert

Springer International Publishing AG

08/2024

501

Mole

9783031643019

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- From Learning Actions to Dynamics: Characterizing Students' Individual Temporal Behavior with Sequence Analysis.



.- Explainable Automatic Grading with Neural Additive Models.



.- PBChat: Enhance Student's Problem Behavior Diagnosis with Large Language Model.



.- Generating Situated Reflection Triggers About Alternative Solution Paths: A Case Study in Generative AI for Computer-Supported Collaborative Learning .



.- Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT.



.- Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System.



.- Knowledge Tracing Unplugged: From Data Collection to Model Deployment.



.- Grading Documentation with Machine Learning.



.- Supporting Teaching-to-the-Curriculum by Linking Diagnostic Tests to Curriculum Goals: Using Textbook Content as Context for Retrieval-Augmented Generation with Large Language Models.



.- VerAs: Verify then Assess STEM Lab Reports.



.- Evaluating the Effectiveness of Comparison Activities in a CTAT Tutor for Algorithmic Thinking.



.- Automated Long Answer Grading with RiceChem Dataset.



.- Knowledge Tracing as Language Processing: A Large-scale

Autoregressive Paradigm.



.- Can GPT4 Answer Educational Tests? Empirical Analysis of Answer Quality based on Question Complexity and Difficulty.



.- Understanding Gender Effects in Game-Based Learning: The Role of Self-Explanation.



.- Calcium regulation assignment: Alternative styles in successfully learning about biological mechanisms.



.- Who's helping who? When students use ChatGPT to engage in practice lab sessions.



.- Deep-IRT with a temporal convolutional network for reflecting students' long-term history of ability data.



.- How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging.



.- Improving the Validity of Automatically Generated Feedback via Reinforcement Learning.



.- Automatic Detection of Narrative Rhetorical Categories and Elements on Middle School Written Essays.



.- Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits.



.- Jill Watson: A Virtual Teaching Assistant powered by ChatGPT.



.- Evaluating the Design Features of an Intelligent Tutoring System for Advanced Mathematics Learning.



.- Anticipating Student Abandonment and Failure: Predictive Models in High School Settings.



.- Beyond the Grey Area: Exploring the Effectiveness of Scaffolding as a Learning Measure.



.- Fairness of MOOC Completion Predictions Across Demographics and Contextual Variables.



.- EngageME: Exploring Neuropsychological Tests for Assessing Attention in Online Learning.



.- The Neglected 15%: Positive Effects of Hybrid Human-AI Tutoring Among Students with Disabilities.



.- Fine-tuning a Large Language Model with Reinforcement Learning for Educational Question Generation.



.- On Cultural Intelligence in LLM-based Chatbots: Implications for Artificial Intelligence in Education.



.- Leveraging Large Language Models for Automated Chinese Essay Scoring.



.- The Unexpected Effects of Google Smart Compose on Open-Ended Writing Tasks.



.- Teaching and Measuring Multidimensional Inquiry Skills using Interactive Simulations.
interactive learning environments;computer-assisted instruction;knowledge representation and reasoning;probabilistic reasoning;natural language processing;semantic networks;machine learning;supervised learning;unsupervised learning;reinforcement learning;data mining;collaborative learning;e-learning