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Shamya Karumbaiah

Observed names: KARUMBAIAH, SHAMYA, KARUMBAIAH, Shamya, Karumbaiah, Shamya
ORCID: 0000-0002-7920-4510
Observed ORCID: 0000-0002-7920-4510
OpenAlex ID: A5083171731
Improving Phishing Reporting Using Security Gamification
2022 · Matthew L. Jensen, Ryan T. Wright, et al. · Journal of Management Information Systems · 36
Four paradigms in learning analytics: Why paradigm convergence matters
2021 · Ryan S. Baker, Dragan Gašević, et al. · Computers and Education Artificial Intelligence · 32
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Context Matters: Differing Implications of Motivation and Help-Seeking in Educational Technology
2021 · Shamya Karumbaiah, Jaclyn Ocumpaugh, et al. · International Journal of Artificial Intelligence in Education · 30
Affect Sequences and Learning in Betty's Brain
2019 · Juliana Ma. Alexandra L. Andres, Jaclyn Ocumpaugh, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 30
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Using Demographic Data as Predictor Variables: a Questionable Choice
2022 · Ryan Shaun Baker, Lief Esbenshade, et al. · 26
Predicting Quitting in Students Playing a Learning Game.
2018 · Shamya Karumbaiah, Ryan S. Baker, et al. · Educational Data Mining · 24
Addressing Student Behavior and Affect with Empathy and Growth Mindset.
2017 · Shamya Karumbaiah, Rafael Lizarralde, et al. · 23
A Spatiotemporal Analysis of Teacher Practices in Supporting Student Learning and Engagement in an AI-Enabled Classroom
2023 · Shamya Karumbaiah, Conrad Borchers, et al. · Lecture notes in computer science · 22
Responsible AI in Education: Understanding Teachers’ Priorities and Contextual Challenges
2025 · Yaxuan Yin, Shamya Karumbaiah, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 21
Using Epistemic Networks with Automated Codes to Understand Why Players Quit Levels in a Learning Game
2019 · Shamya Karumbaiah, Ryan S. Baker, et al. · Communications in computer and information science · 21
A Re-Analysis and Synthesis of Data on Affect Dynamics in Learning
2021 · Shamya Karumbaiah, Ryan S. Baker, et al. · IEEE Transactions on Affective Computing · 20
Predicting Math Identity Through Language and Click-Stream Patterns in a Blended Learning Mathematics Program for Elementary Students
2020 · Scott A Crossley, Shamya Karumbaiah, et al. · Journal of Learning Analytics · 20
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The Case of Self-transitions in Affective Dynamics
2019 · Shamya Karumbaiah, Ryan S. Baker, et al. · Lecture notes in computer science · 18
Revealing Networks: Understanding Effective Teacher Practices in AI-Supported Classrooms using Transmodal Ordered Network Analysis
2024 · Conrad Borchers, Yeyu Wang, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 17
Gaming the system mediates the relationship between gender and learning outcomes in a digital learning game
2024 · Ryan S. Baker, J. Elizabeth Richey, et al. · Instructional Science · 16
How does Students’ Affect in Virtual Learning Relate to Their Outcomes? A Systematic Review Challenging the Positive-Negative Dichotomy
2022 · Shamya Karumbaiah, Ryan Baker, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 15
Using Reinforcement Learning to Optimize the Policies of an Intelligent Tutoring System for Interpersonal Skills Training
2019 · Kallirroi Georgila, Mark G. Core, et al. · Adaptive Agents and Multi-Agents Systems · 14
Using Past Data to Warm Start Active Machine Learning: Does Context Matter?
2021 · Shamya Karumbaiah, Andrew Lan, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 12
Studying Affect Dynamics Using Epistemic Networks
2021 · Shamya Karumbaiah, Ryan S. Baker · Communications in computer and information science · 11
Adjusting the L Statistic when Self-Transitions are Excluded in Affect Dynamics
2020 · Matayoshi, Jeffrey, Karumbaiah, Shamya · Journal of Educational Data Mining · 11
The Influence of School Demographics on the Relationship between Students' Help-Seeking Behavior and Performance and Motivational Measures.
2019 · Shamya Karumbaiah, Jaclyn Ocumpaugh, et al. · Educational Data Mining · 11
Phishing Training: A Preliminary Look at the Effects of Different Types of Training
2016 · Shamya Karumbaiah, Ryan Wright, et al. · Journal of the Association for Information Systems · 11
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How Colonial Continuities Underlie Algorithmic Injustices in Education
2021 · Shamya Karumbaiah, Jamiella Brooks · Research on Equity and Sustained Participation in Engineering, Computing, and Technology (RESPECT) · 10
Engaging with the Scenario: Affect and Facial Patterns from a Scenario-Based Intelligent Tutoring System
2018 · Benjamin D. Nye, Shamya Karumbaiah, et al. · Lecture notes in computer science · 9
Analyzing Learner Affect in a Scenario-Based Intelligent Tutoring System
2017 · Benjamin Nye, Shamya Karumbaiah, et al. · Lecture notes in computer science · 9
Works count: 74
Citation count: 550
H-index: 15
I10-index: 23
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