Christopher MacLellan

25 papers A* 1B 6C 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Decomposed Inductive Procedure Learning: Learning Academic Tasks with Human-Like Data Efficiency.
CogSci
Daniel Weitekamp III, Christopher MacLellan, Erik Harpstead, Napol Rachatasumrit, Kenneth R. Koedinger
2025 J jnl
Decomposed Inductive Procedure Learning: Learning Academic Tasks with Human-Like Data Efficiency.
CoRR
Daniel Weitekamp III, Christopher MacLellan, Erik Harpstead, Kenneth R. Koedinger
2025 J jnl
Explaining Robustness to Catastrophic Forgetting Through Incremental Concept Formation.
CoRR
Nicki Barari, Edward Kim, Christopher MacLellan
2025 J jnl
Hand Motion Analysis of Different Segments of a Procedure: Is One Segment Enough?
J. Medical Syst.
Jeffrey Weinstein, Hamza Ali, Oussama Metrouh, Ammar Sarwar, John D. Mitchell, Vincent Baribeau, Vanessa T. Wong, Robina Matyal, Matthew R. Palmer, Christopher MacLellan, Muneeb Ahmed
2025 J jnl
Improving Public Service Chatbot Design and Civic Impact: Investigation of Citizens' Perceptions of a Metro City 311 Chatbot.
CoRR
Jieyu Zhou, Rui Shen, Yue You, Carl DiSalvo, Lynn Dombrowski, Christopher MacLellan
2025 J jnl
Intelligent Tutors Beyond K-12: An Observational Study of Adult Learner Engagement and Academic Impact.
CoRR
Adit Gupta, Christopher MacLellan
2024 J jnl
Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors.
CoRR
Glen Smith, Adit Gupta, Christopher MacLellan
2024 B conf
Cobweb: An Incremental and Hierarchical Model of Human-Like Category Learning.
CogSci
Xin Lian, Sashank Varma, Christopher MacLellan
2024 — conf
Improving Interface Design in Interactive Task Learning for Hierarchical Tasks based on a Qualitative Study.
UIST (Adjunct Volume)
Jieyu Zhou, Christopher MacLellan
2024 J jnl
Improving Interface Design in Interactive Task Learning for Hierarchical Tasks based on a Qualitative Study.
CoRR
Jieyu Zhou, Christopher MacLellan
2024 J jnl
Intelligent Tutors for Adult Learners: An Analysis of Needs and Challenges.
CoRR
Adit Gupta, Momin Naushad Siddiqui, Glen Smith, Jennifer M. Reddig, Christopher MacLellan
2024 — ed.
Joint Proceedings of the Human-Centric eXplainable AI in Education and the Leveraging Large Language Models for Next Generation Educational Technologies Workshops (HEXED-L3MNGET 2024) co-located with 17th International Conference on Educational Data Mining (EDM 2024), Atlanta, Georgia, USA, July 14, 2024.
HEXED/L3MNGET@EDM
Juan D. Pinto, Eamon Worden, Anthony Botelho, Lea Cohausz, Clayton Cohn, Mingyu Feng, Neil T. Heffernan, Arto Hellas, Lan Jiang, David Joyner, Tanja Käser, Juho Kim, Andrew S. Lan, Chenglu Li, Joshua Littenberg-Tobias, Qianhui Liu, Christopher MacLellan, Steven Moore, Maciej Pankiewicz, Luc Paquette, Zach A. Pardos, Anna N. Rafferty, Adish Singla, Shashank Sonkar, Vinitra Swamy, Rose E. Wang, Candace A. Walkington
2024 B conf
Leveraging Large Language Models for Next-Generation Educational Technologies.
EDM
Neil T. Heffernan, Rose E. Wang, Christopher MacLellan, Arto Hellas, Chenglu Li, Candace A. Walkington, Joshua Littenberg-Tobias, David Joyner, Steven Moore, Adish Singla, Zach A. Pardos, Maciej Pankiewicz, Juho Kim, Shashank Sonkar, Clayton Cohn, Anthony Botelho, Andrew S. Lan, Lan Jiang, Mingyu Feng, Tanja Käser, Eamon Worden
2024 B conf
Towards Educator-Driven Tutor Authoring: Generative AI Approaches for Creating Intelligent Tutor Interfaces.
L@S
Tommaso Calò, Christopher MacLellan
2024 A* conf
VAL: Interactive Task Learning with GPT Dialog Parsing.
CHI
Lane Lawley, Christopher MacLellan
2024 J jnl
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy.
CoRR
Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher MacLellan, Alex Endert
2022 J jnl
Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax.
CoRR
Glen Smith, Qiao Zhang, Christopher MacLellan
2022 B conf
Modifying Deep Knowledge Tracing for Multi-step Problems.
EDM
Qiao Zhang, Zeyu Chen, Natasha Lalwani, Christopher MacLellan
2021 J jnl
Decomposed Inductive Procedure Learning.
CoRR
Daniel Weitekamp III, Christopher MacLellan, Erik Harpstead, Kenneth R. Koedinger
2021 B conf
Going Online: A simulated student approach for evaluating knowledge tracing in the context of mastery learning.
EDM
Qiao Zhang, Christopher MacLellan
2020 J jnl
Results from Verification of Reference Irradiance and Radiance Sources Laboratory Calibration Experiment Campaign.
Remote. Sens.
Agnieszka Bialek, Teresa Goodman, Emma Woolliams, Johannes F. S. Brachmann, Thomas Schwarzmaier, Joel Kuusk, Ilmar Ansko, Viktor Vabson, Ian C. Lau, Christopher MacLellan, Sabine Marty, Michael Ondrusek, William Servantes, Sarah Taylor, Ronnie Van Dommelen, Andrew Barnard, Vincenzo Vellucci, Andrew Clive Banks, Nigel Fox, Riho Vendt, Craig Donlon, Tânia Casal
2018 — conf
Learning Cognitive Models Using Neural Networks.
AIED (1)
Devendra Singh Chaplot, Christopher MacLellan, Ruslan Salakhutdinov, Kenneth R. Koedinger
2018 J jnl
Learning Cognitive Models using Neural Networks.
CoRR
Devendra Singh Chaplot, Christopher MacLellan, Ruslan Salakhutdinov, Kenneth R. Koedinger
2016 C conf
Autonomous field spectroradiometers.
IGARSS
Christopher MacLellan
2015 J jnl
Problem Map: An Ontological Framework for a Computational Study of Problem Formulation in Engineering Design.
J. Comput. Inf. Sci. Eng.
Mahmoud Dinar, Andreea Danielescu, Christopher MacLellan, Jami J. Shah, Pat Langley