ความเชี่ยวชาญ
Data Mining. Crowd-Sourcing. Educational Data Mining. Learning Management System. Natural Language Processing.
| ชื่อ |
อ้างโดย
|
ปี |
|---|---|---|
| Assistments dataset from multiple randomized controlled experiments
D Selent, T Patikorn, N Heffernan
Proceedings of the Third (2016) ACM Conference on Learning@ Scale, 181-184
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48 | 2016 |
| Developing early detectors of student attrition and wheel spinning using deep learning
AF Botelho, A Varatharaj, T Patikorn, D Doherty, SA Adjei, JE Beck
IEEE Transactions on Learning Technologies 12 (2), 158-170
|
46 | 2019 |
| Effectiveness of crowd-sourcing on-demand assistance from teachers in online learning platforms
T Patikorn, NT Heffernan
Proceedings of the Seventh ACM Conference on Learning@ Scale, 115-124
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40 | 2020 |
| Using big data to sharpen design-based inference in A/B tests
A Sales, AF Botelho, T Patikorn, NT Heffernan
Proceedings of the eleventh international conference on educational data mining
|
26 | 2018 |
| Toward personalizing students’ education with crowdsourced tutoring
E Prihar, T Patikorn, A Botelho, A Sales, N Heffernan
Proceedings of the Eighth ACM Conference on Learning@ Scale, 37-45
|
22 | 2021 |
| Generalizability of methods for imputing mathematical skills needed to solve problems from texts
T Patikorn, D Deisadze, L Grande, Z Yu, N Heffernan
Artificial Intelligence in Education: 20th International Conference, AIED …
|
14 | 2019 |
| Crowdsourcing and education: Towards a theory and praxis of learnersourcing
S Doroudi, J Williams, J Kim, T Patikorn, K Ostrow, D Selent, NT Heffernan, …
International Society of the Learning Sciences, Inc.[ISLS].
|
11 | 2018 |
| ASSISTments longitudinal data mining competition special issue: a preface
T Patikorn, RS Baker, NT Heffernan
Journal of Educational Data Mining 12 (2), i-xi
|
8 | 2020 |
| Assistments longitudinal data mining competition 2017: A preface
T Patikorn, NT Heffernan, RS Baker
Proceedings of the Workshop on Scientific Findings from the ASSISTments …
|
7 | 2018 |
| Crowdsourcing and education: Towards a theory and praxis of learnersourcing. International Society of the Learning Sciences
S Doroudi, J Williams, J Kim, T Patikorn, K Ostrow, D Selent, NT Heffernan, …
Inc.[ISLS]
|
7 | 2018 |
| Using a Single Model Trained across Multiple Experiments to Improve the Detection of Treatment Effects.
T Patikorn, D Selent, NT Heffernan, JE Beck, J Zou
International Educational Data Mining Society
|
5 | 2017 |
| Observing personalizations in learning: Identifying heterogeneous treatment effects using causal trees
B Yin, T Patikorn, AF Botelho, NT Heffernan
Proceedings of the Fourth (2017) ACM Conference on Learning@ Scale, 299-302
|
4 | 2017 |
| Release of TeacherASSIST Dataset# 1.(2020)
T Patikorn, NT Heffernan
DOI: http://dx. doi. org/10.17605/OSF. IO/EGP5F Accessed, 05-15
|
3 | 2020 |
| Bayesian partial pooling to improve inference across a/b tests in edm
A Sales, T Patikorn, NT Heffernan
Proceeding of the Educational Data Mining Conference
|
2 | 2018 |
| Assistments dataset for a data mining competition to improve personalized learning
T Patikorn, D Selent, N Heffernan, B Yin, AF Botelho
|
2 | 2017 |
| Using machine learning and auxiliary data for precise, unbiased, causal inference
A Sales, J Gagnon-Bartsch, E Wu, N Heffernan, A Botelho, L Miratrix, …
2019 SREE conference presentation
|
1 | 2019 |
| Git Analytics Tool
AW Iovanna, A Venkatesh, JF Chines, T Patikorn
|
1 | 2015 |
| Editorial Acknowledgments and Introduction to the Special Issue for the NAEP Data Mining Competition
RS Baker, NT Heffernan, TP Patikorn, CM Forsyth, IR Katz
Journal of Educational Data Mining 13 (2), i-i
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2021 | |
| Improvement on Hint and Explanation Crowdsourcing Method for an Online Learning Platform
T Patikorn
WORCESTER POLYTECHNIC INSTITUTE
|
2021 | |
| Improvements on Trained Across Multiple Experiments (TAME), a New Method for Treatment Effect Detection
T Patikorn
WORCESTER POLYTECHNIC INSTITUTE
|
2017 | |
| An Offline Evaluation Method for Individual Treatment Rules and How to Find Heterogeneous Treatment Effect
T Patikorn, NT Heffernan, J Zou
Workshop and Tutorials Chairs, 390
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2017 | |
| Causal Forest vs. Naïve Causal Forest in Detecting Personalization: An Empirical Study in ASSISTments
B Yin, AF Botelho, T Patikorn, NT Heffernan, J Zou
Workshop and Tutorials Chairs, 388
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2017 | |
| Git Analytics Tool
J Chines
WORCESTER POLYTECHNIC INSTITUTE
|
2015 | |
| Interactive Map and Timeline Application for the Knights! Exhibition at Worcester Art Museum
J Kuang, P Kuntanarumitkul, T Patikorn, W Li
|
2014 | |
| AUTHORING TOOLS FOR CROWDSOURCING FROM TEACHERS TO ENHANCE INTELLIGENT TUTORING SYSTEMS
L Cheng, E Prihar, S Baral, A Gurung, AT Botelho, A Haim, C Heffernan, …
Design Recommendations for Intelligent Tutoring Systems, 115
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