Joyce Horn Fonteles

21 papers A* 1A 3B 1C 1Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A conf
A Novel Approach to Evaluating the Effectiveness of Large Language Models for Multimodal Analysis of Embodied Learning in Classrooms.
LAK
Joyce Horn Fonteles, Nithin Sivakumaran, Clayton Cohn, Austin Coursey, Shoubin Yu, Elias Stengel-Eskin, Ashwin T. S., Mohit Bansal, Gautam Biswas
2026 A* conf
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
AAAI
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2025 J jnl
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
CoRR
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2025 J jnl
A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments.
Br. J. Educ. Technol.
Clayton Cohn, Caitlin Snyder, Joyce Horn Fonteles, Ashwin T. S., Justin Montenegro, Gautam Biswas
2025 J jnl
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).
CoRR
Clayton Cohn, Surya Rayala, Caitlin Snyder, Joyce Horn Fonteles, Shruti Jain, Naveeduddin Mohammed, Umesh Timalsina, Sarah K. Burriss, Ashwin T. S., Namrata Srivastava, Menton M. Deweese, Angela Eeds, Gautam Biswas
2024 — conf
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.
ICMI Companion
Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas
2024 J jnl
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.
CoRR
Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Guatam Biswas
2024 — conf
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
AIED (2)
Joyce Horn Fonteles, Eduardo Davalos, T. S. Ashwin, Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas
2024 J jnl
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
CoRR
Joyce Horn Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas
2024 A conf
Analyzing Students Collaborative Problem-Solving Behaviors in Synergistic STEM+C Learning.
LAK
Caitlin Snyder, Nicole M. Hutchins, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas
2024 C conf
Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments.
ICCE
Joyce Horn Fonteles, Namrata Srivastava, Eduardo Davalos, Ashwin T. S., Gautam Biswas
2024 J jnl
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review.
CoRR
Clayton Cohn, Eduardo Davalos, Caleb Vatral, Joyce Horn Fonteles, Hanchen David Wang, Meiyi Ma, Gautam Biswas
2024 Misc conf
Promoting Equitable Learning Outcomes for Underserved Students in Open-Ended Learning Environments.
IDC
Joyce Horn Fonteles, Celestine E. Akpanoko, Pamela J. Wisniewski, Gautam Biswas
2023 B conf
ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing.
IEEE Big Data
Eduardo Davalos, Umesh Timalsina, Yike Zhang, Jiayi Wu, Joyce Horn Fonteles, Gautam Biswas
2023 A conf
Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs.
LAK
Eduardo Davalos, Caleb Vatral, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas, Naveeduddin Mohammed, Madison Lee, Daniel T. Levin
2021 J jnl
User experience in a kinect-based conducting system for visualization of musical structure.
Entertain. Comput.
Joyce Horn Fonteles, Maria Andréia Formico Rodrigues
2018 — conf
Gesture-controlled interactive musical game to practice hand therapy exercises and learn rhythm and melodic structures.
SeGAH
Joyce Horn Fonteles, Yvens Rebouças Serpa, Rafael Garcia Barbosa, Maria Andréia Formico Rodrigues, Maria Socorro Pequeno Leite Alves
2017 — conf
Interactive Musical Game with a Gesture-Controlled Virtual Puppet.
SVR
Joyce Horn Fonteles, Maria Stephanie S. Fernandes, Daniel L. Queiroz, Maria Andréia Formico Rodrigues
2015 — conf
Visual and Interactive Performance of Particles Conducted by the Leap Motion for an Orchestral Arrangement.
SVR
Joyce Horn Fonteles, Edimo S. Sousa, Maria Andréia Formico Rodrigues
2014 — conf
Real-Time Animations of Virtual Fountains Based on a Particle System for Visualizing the Musical Structure.
SVR
Joyce Horn Fonteles, Maria Andréia Formico Rodrigues, Victor Emanuel Dias Basso
2013 J jnl
Creating and evaluating a particle system for music visualization.
J. Vis. Lang. Comput.
Joyce Horn Fonteles, Maria Andréia Formico Rodrigues, Victor Emanuel Dias Basso