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Karumbaiah, Shamya
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1

Revealing Networks: Understanding Effective Teacher Practic..:

, In: Proceedings of the 14th Learning Analytics and Knowledge Conference,
Borchers, Conrad ; Wang, Yeyu ; Karumbaiah, Shamya... - p. 371-381 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Multimodal Analytics for Collaborative Teacher Reflection o..:

, In: Lecture Notes in Computer Science; Responsive and Sustainable Educational Futures,
Karumbaiah, Shamya ; Liu, Pinyang ; Maksimova, Alisa... - p. 580-585 , 2023
Link: https://doi.org/10.1007/..
 
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3

A Spatiotemporal Analysis of Teacher Practices in Supportin..:

, In: Lecture Notes in Computer Science; Artificial Intelligence in Education,
Karumbaiah, Shamya ; Borchers, Conrad ; Shou, Tianze... - p. 450-462 , 2023
Link: https://doi.org/10.1007/..
 
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4

How does Students' Affect in Virtual Learning Relate to The..:

, In: LAK22: 12th International Learning Analytics and Knowledge Conference,
Karumbaiah, Shamya ; Baker, Ryan ; Tao, Yan. - p. 24-33 , 2022
Link: https://dl.acm.org/doi/1..
 
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5

Improving Phishing Reporting Using Security Gamification:

Jensen, Matthew L. ; Wright, Ryan T. ; Durcikova, Alexandra.
Journal of Management Information Systems.  39 (2022)  3 - p. 793-823 , 2022
Link: https://doi.org/10.1080/..
 
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6

Four paradigms in learning analytics: Why paradigm converge..:

Baker, Ryan S. ; Gašević, Dragan ; Karumbaiah, Shamya
Computers and Education: Artificial Intelligence.  2 (2021)  - p. 100021 , 2021
Link: https://doi.org/10.1016/..
 
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7

Context Matters: Differing Implications of Motivation and H..:

Karumbaiah, Shamya ; Ocumpaugh, Jaclyn ; Baker, Ryan S.
International Journal of Artificial Intelligence in Education.  32 (2021)  3 - p. 685-724 , 2021
Link: https://doi.org/10.1007/..
 
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8

Using Past Data to Warm Start Active Machine Learning: Does..:

, In: LAK21: 11th International Learning Analytics and Knowledge Conference,
Karumbaiah, Shamya ; Lan, Andrew ; Nagpal, Sachit... - p. 151-160 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

Using Marginal Models to Adjust for Statistical Bias in the..:

, In: LAK21: 11th International Learning Analytics and Knowledge Conference,
Matayoshi, Jeffrey ; Karumbaiah, Shamya - p. 449-455 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

Studying Affect Dynamics Using Epistemic Networks:

, In: Communications in Computer and Information Science; Advances in Quantitative Ethnography,
Karumbaiah, Shamya ; Baker, Ryan S. - p. 362-374 , 2021
Link: https://doi.org/10.1007/..
 
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11

A Re-Analysis and Synthesis of Data on Affect Dynamics in L..:

Karumbaiah, Shamya ; Baker, Ryan B ; Ocumpaugh, Jaclyn.
IEEE Transactions on Affective Computing.  , 2021
Link: https://doi.org/10.1109/..
 
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12

Relationships Between Math Performance and Human Judgments ..:

, In: Lecture Notes in Computer Science; Artificial Intelligence in Education,
Tywoniw, Rurik ; Crossley, Scott A. ; Ocumpaugh, Jaclyn.. - p. 329-333 , 2020
Link: https://doi.org/10.1007/..
 
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13

Affective Sequences and Student Actions Within Reasoning Mi..:

, In: Lecture Notes in Computer Science; Artificial Intelligence in Education,
Ocumpaugh, Jaclyn ; Baker, Ryan S. ; Karumbaiah, Shamya.. - p. 437-447 , 2020
Link: https://doi.org/10.1007/..
 
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14

Affect Sequences and Learning in Betty's Brain:

, In: Proceedings of the 9th International Conference on Learning Analytics & Knowledge,
Andres, Juliana Ma. Alexandra L. ; Ocumpaugh, Jaclyn ; Baker, Ryan S.... - p. 383-390 , 2019
Link: https://dl.acm.org/doi/1..
 
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15

Using Epistemic Networks with Automated Codes to Understand..:

, In: Communications in Computer and Information Science; Advances in Quantitative Ethnography,
Karumbaiah, Shamya ; Baker, Ryan S. ; Barany, Amanda. - p. 106-116 , 2019
Link: https://doi.org/10.1007/..
 
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