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ORCIDChristopher J. MacLellan
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2020 – today
- 2024
[c37]Grace Guo
, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher J. MacLellan, Alex Endert:
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy. AVI 2024: 45:1-45:9- [c36]Lane Lawley, Christopher MacLellan:
VAL: Interactive Task Learning with GPT Dialog Parsing. CHI 2024: 5:1-5:18 - [c35]Neil T. Heffernan, Rose Wang, Christopher MacLellan, Arto Hellas, Chenglu Li, Candace Walkington, Joshua Littenberg-Tobias, David Joyner, Steven Moore, Adish Singla, Zach Pardos, Maciej Pankiewicz, Juho Kim, Shashank Sonkar, Clayton Cohn, Anthony Botelho, Andrew Lan, Lan Jiang, Mingyu Feng, Tanja Käser, Eamon Worden:
Leveraging Large Language Models for Next-Generation Educational Technologies. EDM 2024 - [c34]Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan:
Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure. ISBI 2024: 1-4 - [c33]Tommaso Calò, Christopher MacLellan:
Towards Educator-Driven Tutor Authoring: Generative AI Approaches for Creating Intelligent Tutor Interfaces. L@S 2024: 305-309 - [c32]Momin N. Siddiqui, Adit Gupta, Jennifer M. Reddig, Christopher J. MacLellan:
HTN-Based Tutors: A New Intelligent Tutoring Framework Based on Hierarchical Task Networks. L@S 2024: 491-495 - [c31]Jieyu Zhou, Christopher MacLellan:
Improving Interface Design in Interactive Task Learning for Hierarchical Tasks based on a Qualitative Study. UIST (Adjunct Volume) 2024: 85:1-85:3 - [i19]Nicki Barari, Xin Lian, Christopher J. MacLellan:
Avoiding Catastrophic Forgetting in Visual Classification Using Human Concept Formation. CoRR abs/2402.16933 (2024) - [i18]Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan:
Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure. CoRR abs/2403.02236 (2024) - [i17]Xin Lian, Sashank Varma, Christopher J. MacLellan:
Cobweb: An Incremental and Hierarchical Model of Human-Like Category Learning. CoRR abs/2403.03835 (2024) - [i16]Glen Smith, Adit Gupta, Christopher MacLellan:
Apprentice Tutor Builder: A Platform For Users to Create and Personalize Intelligent Tutors. CoRR abs/2404.07883 (2024) - [i15]Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher MacLellan, Alex Endert:
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy. CoRR abs/2404.12944 (2024) - [i14]Tommaso Calò, Christopher J. MacLellan:
Towards Educator-Driven Tutor Authoring: Generative AI Approaches for Creating Intelligent Tutor Interfaces. CoRR abs/2405.14713 (2024) - [i13]Momin N. Siddiqui, Adit Gupta, Jennifer M. Reddig, Christopher J. MacLellan:
HTN-Based Tutors: A New Intelligent Tutoring Framework Based on Hierarchical Task Networks. CoRR abs/2405.14716 (2024) - [i12]Ximing Wen, Rosina O. Weber, Anik Sen, Darryl Hannan, Steven C. Nesbit, Vincent Chan, Alberto Goffi, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Christopher J. MacLellan:
The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data. CoRR abs/2407.06206 (2024) - [i11]Christopher James MacLellan, Kimberly Stowers, Lisa Brady:
Evaluating Alternative Training Interventions Using Personalized Computational Models of Learning. CoRR abs/2408.13684 (2024) - [i10]Jieyu Zhou, Christopher MacLellan:
Improving Interface Design in Interactive Task Learning for Hierarchical Tasks based on a Qualitative Study. CoRR abs/2409.10826 (2024) - [i9]Xin Lian, Nishant Baglodi, Christopher J. MacLellan:
Incremental and Data-Efficient Concept Formation to Support Masked Word Prediction. CoRR abs/2409.12440 (2024) - 2023
- [c30]Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan:
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples. AAAI 2023: 15675-15681 - [c29]Erik Harpstead, Kimberly Stowers, Lane Lawley, Qiao Zhang, Christopher J. MacLellan:
Speculative Game Design of Asymmetric Cooperative Games to Study Human-Machine Teaming. FDG 2023: 77:1-77:4 - [i8]Lane Lawley, Christopher J. MacLellan:
Interactive Learning of Hierarchical Tasks from Dialog with GPT. CoRR abs/2305.10349 (2023) - [i7]Lane Lawley, Christopher J. MacLellan:
VAL: Interactive Task Learning with GPT Dialog Parsing. CoRR abs/2310.01627 (2023) - 2022
- [j6]Christopher J. MacLellan, Kenneth R. Koedinger:
Domain-General Tutor Authoring with Apprentice Learner Models. Int. J. Artif. Intell. Educ. 32(1): 76-117 (2022) - [j5]Michael Guerzhoy, Marion Neumann, Emmanuel Johnson, David Johnson, Henry Chai, Daniel Garijo, Zhuoyue Lyu, Christopher J. MacLellan:
EAAI-22 Blue Sky Ideas in Artificial Intelligence Education from the AAAI/ACM SIGAI New and Future AI Educator Program. AI Matters 8(2): 16-21 (2022) - [c28]Glen Smith, Qiao Zhang, Christopher J. MacLellan:
Do It Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax. AAAI Spring Symposium: MAKE 2022 - [c27]Qiao Zhang, Zeyu Chen, Natasha Lalwani, Christopher MacLellan:
Modifying Deep Knowledge Tracing for Multi-step Problems. EDM 2022 - [c26]Qiao Zhang, Christopher J. MacLellan:
(A)I Will Teach You to Play Gomoku: Exploring the Use of Game AI to Teach People. L@S 2022: 263-266 - [i6]Christopher J. MacLellan, Harshil Thakur:
Convolutional Cobweb: A Model of Incremental Learning from 2D Images. CoRR abs/2201.06740 (2022) - [i5]Glen Smith, Qiao Zhang, Christopher MacLellan:
Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax. CoRR abs/2205.12159 (2022) - [i4]Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan:
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples. CoRR abs/2212.03282 (2022) - [i3]Christopher J. MacLellan, Peter Matsakis, Pat Langley:
Efficient Induction of Language Models Via Probabilistic Concept Formation. CoRR abs/2212.11937 (2022) - 2021
- [c25]Christopher J. MacLellan, Adit Gupta:
Learning Expert Models for Educationally Relevant Tasks using Reinforcement Learning. EDM 2021 - [c24]Qiao Zhang, Christopher MacLellan:
Going Online: A simulated student approach for evaluating knowledge tracing in the context of mastery learning. EDM 2021 - [c23]Callum Middleton, Emma Woolliams, Christopher J. MacLellan, Craig Ian Underwood, Nigel Fox:
Calibration of Chaff: Cubesat Hyperspectral Application for Farming. IGARSS 2021: 7880-7883 - [i2]Daniel Weitekamp III, Christopher MacLellan, Erik Harpstead, Kenneth R. Koedinger:
Decomposed Inductive Procedure Learning. CoRR abs/2110.13233 (2021) - 2020
- [j4]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:
Results from Verification of Reference Irradiance and Radiance Sources Laboratory Calibration Experiment Campaign. Remote. Sens. 12(14): 2220 (2020)
2010 – 2019
- 2019
- [c22]Daniel Weitekamp III, Erik Harpstead, Christopher J. MacLellan, Napol Rachatasumrit, Kenneth R. Koedinger:
Toward Near Zero-Parameter Prediction Using a Computational Model of Student Learning. EDM 2019 - 2018
- [c21]Erik Harpstead, Christopher J. MacLellan, Robert P. Marinier, Kenneth R. Koedinger:
Towards Natural Cognitive System Training Interactions: A Preliminary Framework. AAAI Spring Symposia 2018 - [c20]Devendra Singh Chaplot, Christopher MacLellan, Ruslan Salakhutdinov, Kenneth R. Koedinger:
Learning Cognitive Models Using Neural Networks. AIED (1) 2018: 43-56 - [i1]Devendra Singh Chaplot, Christopher MacLellan, Ruslan Salakhutdinov, Kenneth R. Koedinger:
Learning Cognitive Models using Neural Networks. CoRR abs/1806.08065 (2018) - 2017
- [b1]Christopher J. MacLellan:
Computational Models of Human Learning: Applications for Tutor Development, Behavior Prediction, and Theory Testing. Carnegie Mellon University, USA, 2017 - 2016
- [c19]Christopher J. MacLellan:
Investigating the Impact of Slipping Parameters on Additive Factors Model Parameter Estimates. EDM (Workshops) 2016 - [c18]Christopher J. MacLellan, Erik Harpstead, Rony Patel, Kenneth R. Koedinger:
The Apprentice Learner architecture: Closing the loop between learning theory and educational data. EDM 2016: 151-158 - [c17]Cindy Ong, Andreas Müller, Kurtis J. Thome, Martin Bachmann, Jeffrey Czapla-Myers, Stefanie Holzwarth, Siri Jodha S. Khalsa, Christopher J. MacLellan, Timothy J. Malthus, Joanne M. Nightingale, Leland E. Pierce, Hirokazu Yamamoto:
Report on International Spaceborne Imaging Spectroscopy Technical Committee calibration and validation workshop, national environment research council field spectroscopy facility, University of Edinburgh. IGARSS 2016: 1909-1911 - [c16]Christopher MacLellan:
Autonomous field spectroradiometers. IGARSS 2016: 1935-1938 - 2015
- [j3]Mahmoud Dinar, Andreea Danielescu, Christopher MacLellan, Jami J. Shah, Pat Langley:
Problem Map: An Ontological Framework for a Computational Study of Problem Formulation in Engineering Design. J. Comput. Inf. Sci. Eng. 15(3) (2015) - [c15]Erik Harpstead, Christopher J. MacLellan, Vincent Aleven:
Discovering Knowledge Models in an Open-ended Educational Game using Concept Formation. AIED Workshops 2015 - [c14]Kenneth R. Koedinger, Noboru Matsuda, Christopher J. MacLellan, Elizabeth A. McLaughlin:
Methods for Evaluating Simulated Learners: Examples from SimStudent. AIED Workshops 2015 - [c13]Christopher J. MacLellan, Erik Harpstead, Eliane Stampfer Wiese, Mengfan Zou, Noboru Matsuda, Vincent Aleven, Kenneth R. Koedinger:
Authoring Tutors with Complex Solutions: A Comparative Analysis of Example Tracing and SimStudent. AIED Workshops 2015 - [c12]Christopher J. MacLellan:
Assessing the Creativity of Designs at Scale. Creativity & Cognition 2015: 339-340 - [c11]Christopher J. MacLellan, Ran Liu, Kenneth R. Koedinger:
Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning. EDM 2015: 53-60 - [c10]Caitlin Tenison, Christopher J. MacLellan:
The Impact of Instructional Intervention and Practice on Help-Seeking Strategies within an ITS. EDM 2015: 616-617 - 2014
- [c9]Erik Harpstead, Christopher J. MacLellan, Vincent Aleven, Brad A. Myers:
Using extracted features to inform alignment-driven design ideas in an educational game. CHI 2014: 3329-3338 - [c8]Layla Unger, Anna V. Fisher, Christopher J. MacLellan:
Developmental Changes in the Semantic Organization of Living Kinds. CogSci 2014 - [c7]Caitlin Tenison, Christopher J. MacLellan:
Modeling Strategy Use in an Intelligent Tutoring System: Implications for Strategic Flexibility. Intelligent Tutoring Systems 2014: 466-475 - [c6]Christopher J. MacLellan, Kenneth R. Koedinger, Noboru Matsuda:
Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality. Intelligent Tutoring Systems 2014: 551-560 - 2013
- [j2]Christopher J. MacLellan, Pat Langley, Jami Shah, Mahmoud Dinar:
A Computational Aid for Problem Formulation in Early Conceptual Design. J. Comput. Inf. Sci. Eng. 13(3) (2013) - [c5]Christopher J. MacLellan, Noboru Matsuda, Kenneth R. Koedinger:
Toward a reflective SimStudent: Using experience to avoid generalization errors. AIED Workshops 2013 - [c4]Erik Harpstead, Christopher J. MacLellan, Kenneth R. Koedinger, Vincent Aleven, Steven P. Dow, Brad A. Myers:
Investigating the Solution Space of an Open-Ended Educational Game Using Conceptual Feature Extraction. EDM 2013: 51-58 - 2012
- [j1]Alasdair Mac Arthur, Christopher J. MacLellan, Timothy J. Malthus:
The Fields of View and Directional Response Functions of Two Field Spectroradiometers. IEEE Trans. Geosci. Remote. Sens. 50(10): 3892-3907 (2012) - 2011
- [c3]Christopher James MacLellan:
An Elaboration Account of Insight. AAAI Fall Symposium: Advances in Cognitive Systems 2011
2000 – 2009
- 2009
- [c2]Christopher J. MacLellan, Timothy J. Malthus:
High Performance Dual Field of View Spectroradiometer with Novel Input Optics for, Autonomous Reflectance Measurements over an Extended Spectral Range. IGARSS (3) 2009: 861-864 - 2007
- [c1]Alasdair A. MacArthur, Christopher J. MacLellan, Timothy J. Malthus:
The implications of non-uniformity in fields-of-view of commonly used field spectroradiometers. IGARSS 2007: 2890-2893
Coauthor Index
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