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Danielle Allessio
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2020 – today
- 2024
- [c18]Hao Yu, Danielle A. Allessio, William Rebelsky, Tom Murray, John J. Magee, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
Affect Behavior Prediction: Using Transformers and Timing Information to Make Early Predictions of Student Exercise Outcome. AIED (2) 2024: 194-208 - 2023
- [j1]Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Tom Murray, John J. Magee, Kevin Delgado, Vitaly Ablavsky, Stan Sclaroff, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction. IEEE Trans. Biom. Behav. Identity Sci. 5(3): 411-424 (2023) - [c17]Beverly P. Woolf, Margrit Betke, Hao Yu, Sarah Adel Bargal, Ivon Arroyo, John J. Magee, Danielle Allessio, William Rebelsky:
Face Readers: The Frontier of Computer Vision and Math Learning. Human-AI Math Tutoring@AIED 2023: 24-36 - [c16]Sai Satish Gattupalli, Will Lee, Danielle Allessio, Danielle Crabtree, Ivon Arroyo, Beverly P. Woolf:
Exploring Pre-Service Teachers' Perceptions of Large Language Models-Generated Hints in Online Mathematics Learning. LLM@AIED 2023: 151-162 - [c15]Jonah Scudere-Weiss, Abigail Wilson, Danielle Allessio, William Lee, John J. Magee:
Parsing Pointer Movements in a Target Unaware Environment. HCI (8) 2023: 514-522 - [c14]Hao Yu, Danielle A. Allessio, Will Lee, William Rebelsky, Frank Sylvia, Tom Murray, John J. Magee, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
COVES: A Cognitive-Affective Deep Model that Personalizes Math Problem Difficulty in Real Time and Improves Student Engagement with an Online Tutor. ACM Multimedia 2023: 6152-6160 - 2022
- [c13]Will Lee, Danielle Allessio, William Rebelsky, Sai Satish Gattupalli, Hao Yu, Ivon Arroyo, Margrit Betke, Sarah Adel Bargal, Tom Murray, Frank Sylvia, Beverly P. Woolf:
Measurements and Interventions to Improve Student Engagement Through Facial Expression Recognition. HCI (31) 2022: 286-301 - 2021
- [c12]Ankit Gupta, Neeraj Menon, William Lee, William Rebelsky, Danielle Allessio, Tom Murray, Beverly P. Woolf, Jacob Whitehill, Ivon Arroyo:
Affective Teacher Tools: Affective Class Report Card and Dashboard. AIED (1) 2021: 178-189 - [c11]Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Thomas J. Murray, John J. Magee, Jacob Whitehill, Vitaly Ablavsky, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. FG 2021: 1-8 - [c10]Kevin Delgado, Juan Manuel Origgi, Tania Hasanpoor, Hao Yu, Danielle Allessio, Ivon Arroyo, William Lee, Margrit Betke, Beverly P. Woolf, Sarah Adel Bargal:
Student Engagement Dataset. ICCVW 2021: 3621-3629 - 2020
- [i1]Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. CoRR abs/2002.05242 (2020)
2010 – 2019
- 2019
- [c9]Ajjen Joshi, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems. FG 2019: 1-5 - 2018
- [c8]Danielle Allessio, Beverly P. Woolf, Naomi Wixon, Florence R. Sullivan, Minghui Tai, Ivon Arroyo:
Ella Me Ayudó (She Helped Me): Supporting Hispanic and English Language Learners in a Math ITS. AIED (2) 2018: 26-30 - [c7]Naomi Wixon, Beverly P. Woolf, Sarah E. Schultz, Danielle Allessio, Ivon Arroyo:
Microscope or Telescope: Whether to Dissect Epistemic Emotions. AIED (2) 2018: 384-388 - 2017
- [c6]Ivon Arroyo, Naomi Wixon, Danielle Allessio, Beverly P. Woolf, Kasia Muldner, Winslow Burleson:
Collaboration Improves Student Interest in Online Tutoring. AIED 2017: 28-39 - [c5]Shamya Karumbaiah, Rafael Lizarralde, Danielle Allessio, Beverly P. Woolf, Ivon Arroyo:
Addressing Student Behavior and Affect with Empathy and Growth Mindset. EDM 2017 - 2016
- [c4]Sarah E. Schultz, Naomi Wixon, Danielle Allessio, Kasia Muldner, Winslow Burleson, Beverly P. Woolf, Ivon Arroyo:
Blinded by Science?: Exploring Affective Meaning in Students' Own Words. ITS 2016: 314-319 - [c3]Naomi Wixon, Sarah E. Schultz, Kasia Muldner, Danielle Allessio, Winslow Burleson, Beverly P. Woolf, Ivon Arroyo:
Internal & External Attributions for Emotions Within an ITS. UMAP 2016: 311-312 - 2015
- [c2]Michael Wixon, Danielle Allessio, Jaclyn Ocumpaugh, Beverly P. Woolf, Winslow Burleson, Ivon Arroyo:
La Mort du Chercheur: How Well do Students' Subjective Understandings of Affective Representations Used in Self- Report Align with One Another's and Researchers'? AIED Workshops 2015 - [c1]Michael Wixon, Danielle Allessio, Jaclyn Ocumpaugh, Beverly P. Woolf, Winslow Burleson, Ivon Arroyo:
La Mort du Chercheur: How well do students' subjective understandings of affective representations used in self- report align with one another's, and researchers'? EDM (Workshops) 2015
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