Steven Ritter

76 papers A 8B 38C 1Misc 3Journal 5Unranked 21
YearRankTypeTitle / Venue / Authors
2025 A conf
"Can A Language Model Represent Math Strategies?": Learning Math Strategies from Big Data using BERT.
LAK
Abisha Thapa Magar, Anup Shakya, Stephen E. Fancsali, Vasile Rus, April Murphy, Steven Ritter, Deepak Venugopal
2025 — conf
Analyzing Strategies in MATHia with BERT.
AIED (6)
Abisha Thapa Magar, Stephen E. Fancsali, Vasile Rus, April Murphy, Steven Ritter, Deepak Venugopal
2025 — conf
Exploring Student Identity in Adaptive Learning Systems Through Qualitative Data.
AIED (5)
Clara Belitz, Haejin Lee, Nidhi Nasiar, Stephen E. Fancsali, Frank Stinar, Husni Almoubayyed, Steven Ritter, Ryan Baker, Jaclyn Ocumpaugh, Nigel Bosch
2025 — conf
Using Generative AI to Foster Student Sense of Belonging in Mathematics.
AIED (6)
Kole Norberg, April Murphy, Logan De Ley, Ethan Shafran Moltz, Husni Almoubayyed, Steven Ritter
2024 B conf
Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?
EDM
Hunter McNichols, Jaewook Lee, Stephen Fancsali, Steven Ritter, Andrew S. Lan
2024 J jnl
Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?
CoRR
Hunter McNichols, Jaewook Lee, Stephen Fancsali, Steven Ritter, Andrew S. Lan
2024 B conf
Examining the Use of an AI-Powered Teacher Orchestration Tool at Scale.
L@S
Emma Brunskill, Kole A. Norberg, Stephen Fancsali, Steven Ritter
2024 B conf
Fifth Annual Workshop on A/B Testing and Platform-Enabled Learning Research.
L@S
Steven Ritter, Stephen E. Fancsali, April Murphy, Neil T. Heffernan, Ben Motz, Debshila Basu Mallick, Jeremy Roschelle, Danielle S. McNamara, Joseph Jay Williams
2024 A conf
Hierarchical Dependencies in Classroom Settings Influence Algorithmic Bias Metrics.
LAK
Clara Belitz, Haejin Lee, Nidhi Nasiar, Stephen E. Fancsali, Steven Ritter, Husni Almoubayyed, Ryan S. Baker, Jaclyn Ocumpaugh, Nigel Bosch
2024 B conf
Learning Representations for Math Strategies using BERT.
L@S
Abisha Thapa Magar, Stephen E. Fancsali, Vasile Rus, April Murphy, Steven Ritter, Deepak Venugopal
2023 J jnl
Constructing categories: Moving beyond protected classes in algorithmic fairness.
J. Assoc. Inf. Sci. Technol.
Clara Belitz, Jaclyn Ocumpaugh, Steven Ritter, Ryan S. Baker, Stephen E. Fancsali, Nigel Bosch
2023 B conf
Fourth Annual Workshop on A/B Testing and Platform-Enabled Learning Research.
L@S
Steven Ritter, Neil T. Heffernan, Joseph Jay Williams, Derek Lomas, Klinton Bicknell, Jeremy Roschelle, Ben Motz, Danielle S. McNamara, Richard G. Baraniuk, Debshila Basu Mallick, René F. Kizilcec, Ryan Baker, Stephen Fancsali, April Murphy
2023 B conf
Generalizing Predictive Models of Reading Ability in Adaptive Mathematics Software.
EDM
Husni Almoubayyed, Stephen Fancsali, Steven Ritter
2023 A conf
Instruction-Embedded Assessment for Reading Ability in Adaptive Mathematics Software.
LAK
Husni Almoubayyed, Stephen E. Fancsali, Steven Ritter
2023 — conf
Orchestrating Classrooms and Tutoring with Carnegie Learning's MATHia and LiveLab.
Human-AI Math Tutoring@AIED
Stephen E. Fancsali, Michael Sandbothe, Steven Ritter
2023 — conf
Rewriting Math Word Problems to Improve Learning Outcomes for Emerging Readers: A Randomized Field Trial in Carnegie Learning's MATHia.
AIED (Posters/Late Breaking Results/...)
Husni Almoubayyed, Rae Bastoni, Susan R. Berman, Sarah Galasso, Megan Jensen, Leila Lester, April Murphy, Mark Swartz, Kyle Weldon, Stephen E. Fancsali, Jess Gropen, Steven Ritter
2023 — conf
Rewriting Math Word Problems with Large Language Models.
LLM@AIED
Kole Norberg, Husni Almoubayyed, Stephen E. Fancsali, Logan De Ley, Kyle Weldon, April Murphy, Steven Ritter
2023 — conf
Towards the Future of AI-Augmented Human Tutoring in Math Learning.
AIED (Posters/Late Breaking Results/...)
Vincent Aleven, Richard G. Baraniuk, Emma Brunskill, Scott A. Crossley, Dora Demszky, Stephen Fancsali, Shivang Gupta, Kenneth R. Koedinger, Chris Piech, Steven Ritter, Danielle R. Thomas, Simon Woodhead, Wanli Xing
2022 B conf
"Closing the Loop" in Educational Data Science with an Open Source Architecture for Large-Scale Field Trials.
EDM
Stephen Fancsali, April Murphy, Steven Ritter
2022 B conf
FATED 2022: Fairness, Accountability, and Transparency in Educational Data.
EDM
Collin F. Lynch, Mirko Marras, Mykola Pechenizkiy, Anna N. Rafferty, Steven Ritter, Vinitra Swamy, Renzhe Yu
2022 B conf
Third Annual Workshop on A/B Testing and Platform-Enabled Learning Research.
L@S
Steven Ritter, Neil T. Heffernan, Joseph Jay Williams, Derek Lomas, Ben Motz, Debshila Basu Mallick, Klinton Bicknell, Danielle S. McNamara, René F. Kizilcec, Jeremy Roschelle, Richard G. Baraniuk, Ryan Baker
2021 — conf
Scaffolds and Nudges: A Case Study in Learning Engineering Design Improvements.
AIED (2)
Stephen E. Fancsali, Martina Pavelko, Josh Fisher, Leslie Wheeler, Steven Ritter
2021 B conf
Second Workshop on Educational A/B Testing at Scale.
L@S
Steven Ritter, Neil T. Heffernan, Joseph Jay Williams, Derek Lomas, Klinton Bicknell
2021 B conf
Targeting Design-Loop Adaptivity.
EDM
Stephen Fancsali, Hao Li, Michael Sandbothe, Steven Ritter
2021 B conf
Teachers' Orchestration Needs During the Shift to Remote Learning.
EC-TEL
LuEttaMae Lawrence, Kenneth Holstein, Susan R. Berman, Stephen Fancsali, Bruce M. McLaren, Steven Ritter, Vincent Aleven
2021 — conf
The Learner Data Institute - Conceptualization: A Progress Report.
EDM (Workshops)
Vasile Rus, Stephen E. Fancsali, Philip I. Pavlik Jr., Deepak Venugopal, Arthur C. Graesser, Steven Ritter, Dale Bowman, The LDI Team
2021 — conf
The Nature of Achievement Goal Motivation Profiles: Exploring Situational Motivation in An Algebra-Focused Intelligent Tutoring System.
EDM (Workshops)
Leigh M. Harrell-Williams, Christian Mueller, Stephen Fancsali, Steven Ritter, Xiaofei Zhang, Deepak Venugopal
2021 — conf
Toward Scalable Improvement of Large Content Portfolios for Adaptive Instruction.
EDM (Workshops)
Stephen E. Fancsali, Hao Li, Steven Ritter
2020 — conf
LiveHint: Intelligent Digital Support for Analog Learning Experiences.
iTextbooks@AIED
Josh Fisher, Stephen Fancsali, Amy Lewis, Victoria Fisher, Robert G. M. Hausmann, Martina Pavelko, Sandy Bartle Finocchi, Steven Ritter
2020 — conf
Towards Practical Detection of Unproductive Struggle.
AIED (2)
Stephen E. Fancsali, Kenneth Holstein, Michael Sandbothe, Steven Ritter, Bruce M. McLaren, Vincent Aleven
2020 B conf
Workshop Proposal: Educational A/B Testing at Scale.
L@S
Steven Ritter, Neil T. Heffernan, Joseph Jay Williams, Burr Settles, Phillip Grimaldi, Derek Lomas
2019 J jnl
Using Instruction-Embedded Formative Assessment to Predict State Summative Test Scores and Achievement Levels in Mathematics.
J. Learn. Anal.
Guoguo Zheng, Stephen E. Fancsali, Steven Ritter, Susan R. Berman
2019 — conf
What's a Textbook? Envisioning the 21st Century K-12 Text.
iTextbooks@AIED
Steven Ritter, Josh Fisher, Amy Lewis, Sandy Bartle Finocchi, Bob Hausmann, Stephen Fancsali
2018 — conf
Assessments That Care About Student Learning.
ITS Workshops
Stephen E. Fancsali, Steven Ritter
2018 B conf
Intelligent Instructional Hand Offs.
EDM
Stephen Fancsali, Michael Yudelson, Susan R. Berman, Steven Ritter
2018 A conf
Using embedded formative assessment to predict state summative test scores.
LAK
Stephen E. Fancsali, Guoguo Zheng, Yanyan Tan, Steven Ritter, Susan R. Berman, April Galyardt
2017 Misc conf
An Analysis of Human Tutors' Actions in Tutorial Dialogues.
FLAIRS
Vasile Rus, Nabin Maharjan, Lasang Jimba Tamang, Michael Yudelson, Susan R. Berman, Stephen E. Fancsali, Steven Ritter
2016 B conf
How Mastery Learning Works at Scale.
L@S
Steven Ritter, Michael Yudelson, Stephen E. Fancsali, Susan R. Berman
2016 Misc conf
Implementation Factors and Outcomes for Intelligent Tutoring Systems: A Case Study of Time and Efficiency with Cognitive Tutor Algebra.
FLAIRS
Stephen E. Fancsali, Steven Ritter, Michael Yudelson, Michael Sandbothe, Susan R. Berman
2016 B conf
MATHia X: The Next Generation Cognitive Tutor.
EDM
Steven Ritter, Stephen Fancsali
2016 J jnl
Plug-in Tutor Agents: Still Pluggin'.
Int. J. Artif. Intell. Educ.
Steven Ritter
2016 B conf
Preliminary Results On Dialogue Act and Subact Classification in Chat-based Online Tutorial Dialogues.
EDM
Vasile Rus, Rajendra Banjade, Nabin Maharjan, Donald M. Morrison, Steven Ritter, Michael Yudelson
2016 — conf
Toward Integrating Cognitive Tutor Interaction Data with Human Tutoring Text Dialogue Data in LearnSphere.
EDM (Workshops)
Stephen E. Fancsali, Steven Ritter, Susan R. Berman, Michael Yudelson, Vasile Rus, Donald M. Morrison
2016 B conf
Towards Integrating Human and Automated Tutoring Systems.
EDM
Steven Ritter, Michael Yudelson, Stephen Fancsali, Susan R. Berman
2015 B conf
Carnegie Learning's Cognitive Tutor.
EDM
Steven Ritter, Stephen Fancsali
2015 B conf
Spectral Bayesian Knowledge Tracing.
EDM
Mohammad Hassan Falakmasir, Michael Yudelson, Steven Ritter, Kenneth R. Koedinger
2014 B conf
Better Data Beats Big Data.
EDM
Michael Yudelson, Stephen Fancsali, Steven Ritter, Susan R. Berman, Tristan Nixon, Ambarish Joshi
2014 A conf
Context personalization, preferences, and performance in an intelligent tutoring system for middle school mathematics.
LAK
Stephen E. Fancsali, Steven Ritter
2014 B conf
Generalizing and Extending a Predictive Model for Standardized Test Scores Based On Cognitive Tutor Interactions.
EDM
Ambarish Joshi, Stephen Fancsali, Steven Ritter, Tristan Nixon, Susan R. Berman
2014 B conf
Goal Orientation, Self-Efficacy, and "Online Measures" in Intelligent Tutoring Systems.
CogSci
Stephen Fancsali, Matthew L. Bernacki, Timothy J. Nokes-Malach, Michael Yudelson, Steven Ritter
2014 — conf
The Impact of Cognitive and Non-Cognitive Text-Based Factors on Solving Mathematics Story Problems.
EDM (Workshops)
Candace A. Walkington, Virginia Clinton, Steven Ritter, Mitchell J. Nathan, Stephen E. Fancsali
2013 B conf
Optimal and Worst-Case Performance of Mastery Learning Assessment with Bayesian Knowledge Tracing.
EDM
Stephen Fancsali, Tristan Nixon, Steven Ritter
2013 B conf
Predicting Standardized Test Scores from Cognitive Tutor Interactions.
EDM
Steven Ritter, Ambarish Joshi, Stephen Fancsali, Tristan Nixon
2013 A conf
Revealing the Learning in Learning Curves.
AIED
R. Charles Murray, Steven Ritter, Tristan Nixon, Ryan Schwiebert, Robert G. M. Hausmann, Brendon Towle, Stephen E. Fancsali, Annalies Vuong
2013 — conf
Simulated Students, Mastery Learning, and Improved Learning Curves for Real-World Cognitive Tutors.
AIED Workshops
Stephen E. Fancsali, Tristan Nixon, Annalies Vuong, Steven Ritter
2013 B conf
The Complex Dynamics of Aggregate Learning Curves.
EDM
Tristan Nixon, Stephen Fancsali, Steven Ritter
2013 — conf
Toward "Hyper-Personalized" Cognitive Tutors: Non-Cognitive Personalization in the Generalized Intelligent Framework for Tutoring.
AIED Workshops
Stephen Fancsali, Steven Ritter, John C. Stamper, Tristan Nixon
2012 B conf
The Rise of the Super Experiment.
EDM
John C. Stamper, Derek Lomas, Dixie Ching, Steven Ritter, Kenneth R. Koedinger, Jonathan Steinhart
2012 B conf
Using Time Pressure to Promote Mathematical Fluency.
ITS
Steven Ritter, Tristan Nixon, Derek Lomas, John C. Stamper, Dixie Ching
2011 B conf
Avoiding Problem Selection Thrashing with Conjunctive Knowledge Tracing.
EDM
Kenneth R. Koedinger, Philip I. Pavlik Jr., John C. Stamper, Tristan Nixon, Steven Ritter
2010 B conf
A Cognitive Tutor for Geometric Proof.
Intelligent Tutoring Systems (2)
Steven Ritter, Brendon Towle, R. Charles Murray, Robert G. M. Hausmann, John Connelly
2010 B conf
Incorporating Interactive Examples into the Cognitive Tutor.
Intelligent Tutoring Systems (2)
Robert G. M. Hausmann, Steven Ritter, Brendon Towle, R. Charles Murray, John Connelly
2010 B conf
Predicting the Effects of Skill Model Changes on Student Progress.
Intelligent Tutoring Systems (2)
Daniel Dickison, Steven Ritter, Tristan Nixon, Thomas K. Harris, Brendon Towle, R. Charles Murray, Robert G. M. Hausmann
2010 B conf
Research-Based Improvements in Cognitive Tutor Geometry.
Intelligent Tutoring Systems (2)
Steven Ritter, Brendon Towle, R. Charles Murray, Robert G. M. Hausmann, John Connelly
2010 B conf
Riding the Third Wave.
Intelligent Tutoring Systems (1)
Steven Ritter
2009 J jnl
Authoring Model-Tracing Cognitive Tutors.
Int. J. Artif. Intell. Educ.
Stephen Blessing, Stephen B. Gilbert, Steven Ourada, Steven Ritter
2009 B conf
Reducing the Knowledge Tracing Space.
EDM
Steven Ritter, Thomas K. Harris, Tristan Nixon, Daniel Dickison, R. Charles Murray, Brendon Towle
2007 A conf
Lowering the Bar for Creating Model-Tracing Intelligent Tutoring Systems.
AIED
Stephen Blessing, Stephen B. Gilbert, Steven Ourada, Steven Ritter
2007 C conf
What Evidence Matters? A randomized field trial of Cognitive Tutor Algebra I.
ICCE
Steven Ritter, Jonna Kulikowich, Pui-Wa Lei, Christy L. McGuire, Pat Morgan
2006 Misc conf
Developing an Authoring System for Cognitive Models within Commercial-Quality ITSs.
FLAIRS
Stephen Blessing, Stephen B. Gilbert, Steven Ritter
2005 A conf
Blending Assessment and Instructional Assisting.
AIED
Leena M. Razzaq, Mingyu Feng, Goss Nuzzo-Jones, Neil T. Heffernan, Kenneth R. Koedinger, Brian Junker, Steven Ritter, Andrea Knight, Edwin Mercado, Terrence E. Turner, Ruta Upalekar, Jason A. Walonoski, Michael A. Macasek, Christopher Aniszczyk, Sanket Choksey, Tom Livak, Kai P. Rasmussen
2004 B conf
Workshop on Analyzing Student-Tutor Interaction Logs to Improve Educational Outcomes.
Intelligent Tutoring Systems
Joseph Beck, Ryan Shaun Baker, Albert T. Corbett, Judy Kay, Diane J. Litman, Tanja Mitrovic, Steven Ritter
2003 — conf
User Modeling and Problem-Space Representation in the Tutor Runtime Engine.
User Modeling
Steven Ritter, Stephen Blessing, Leslie Wheeler
1998 B conf
Creating More Versatile Intelligent Learning Environments with a Component-Based Architecture.
Intelligent Tutoring Systems
Steven Ritter, Peter Brusilovsky, Olga Medvedeva
1998 B conf
The Authoring Assistant.
Intelligent Tutoring Systems
Steven Ritter
1996 — conf
A Programming-by-demonstration Tool for Retargeting Instructional.
ICLS
Steven Ritter, Stephen Bruce Blessing