Stephen Hutt

Orcid: 0000-0002-7041-7472

According to our database1, Stephen Hutt authored at least 36 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Feedback on Feedback: Comparing Classic Natural Language Processing and Generative AI to Evaluate Peer Feedback.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023
Analysing adaptive scaffolds that help students develop self-regulated learning behaviours.
J. Comput. Assist. Learn., April, 2023

Exploring Cross-Country Prediction Model Generalizability in MOOCs.
Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023

Using a Webcam Based Eye-tracker to Understand Students' Thought Patterns and Reading Behaviors in Neurodivergent Classrooms.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Cracking the Code of Learning Gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge.
Proceedings of the Advances in Quantitative Ethnography - 5th International Conference, 2023

Detecting When the Mind Wanders Off Task in Real-time: An Overview and Systematic Review.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

The Right To Be Forgotten and Educational Data Mining: Challenges and Paths Forward.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

It's Good to Explore: Investigating Silver Pathways and the Role of Frustration During Game-Based Learning.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

Modeling Problem-Solving Strategy Invention (PSSI) Behavior in an Online Math Environment.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

Enhancing Engagement Modeling in Game-Based Learning Environments with Student-Agent Discourse Analysis.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022
Feasibility of Longitudinal Eye-Gaze Tracking in the Workplace.
Proc. ACM Hum. Comput. Interact., 2022

Controlled outputs, full data: A privacy-protecting infrastructure for MOOC data.
Br. J. Educ. Technol., 2022

Research Using the MOOC Replication Framework and E-TRIALS.
Proceedings of the IEEE Learning with MOOCS, 2022

Evaluating Calibration-free Webcam-based Eye Tracking for Gaze-based User Modeling.
Proceedings of the International Conference on Multimodal Interaction, 2022

Evaluating Gaming Detector Model Robustness Over Time.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Detecting SMART Model Cognitive Operations in Mathematical Problem-Solving Process.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Investigating Student Interest and Engagement in Game-Based Learning Environments.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021
What You Do Predicts How You Do: Prospectively Modeling Student Quiz Performance Using Activity Features in an Online Learning Environment.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

How Anxiety Affects Affect: A Quantitative Ethnographic Investigation Using Affect Detectors and Data-Targeted Interviews.
Proceedings of the Advances in Quantitative Ethnography - Third International Conference, 2021

Sharpest Tool in the Shed: Investigating SMART Models of Self-Regulation and their Impact on Learning.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Who's Stopping You? - Using Microanalysis to Explore the Impact of Science Anxiety on Self-Regulated Learning Operations.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Breaking out of the Lab: Mitigating Mind Wandering with Gaze-Based Attention-Aware Technology in Classrooms.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

A Comparison of Hints vs. Scaffolding in a MOOC with Adult Learners.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Affect-Targeted Interviews for Understanding Student Frustration.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Towards Sharing Student Models Across Learning Systems.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2019
Automated gaze-based mind wandering detection during computerized learning in classrooms.
User Model. User Adapt. Interact., 2019

Language as Thought: Using Natural Language Processing to Model Noncognitive Traits that Predict College Success.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Generalizability of Sensor-Free Affect Detection Models in a Longitudinal Dataset of Tens of Thousands of Students.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Evaluating Fairness and Generalizability in Models Predicting On-Time Graduation from College Applications.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Time to Scale: Generalizable Affect Detection for Tens of Thousands of Students across An Entire School Year.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Prospectively predicting 4-year college graduation from student applications.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

"Mind" TS: Testing a Brief Mindfulness Intervention with an Intelligent Tutoring System.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017
"Out of the Fr-Eye-ing Pan": Towards Gaze-Based Models of Attention during Learning with Technology in the Classroom.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Gaze-based Detection of Mind Wandering during Lecture Viewing.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

2016
The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System.
Proceedings of the 9th International Conference on Educational Data Mining, 2016


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