TY - GEN
T1 - Evaluating Student Learning in a Synchronous, Collaborative Programming Environment Through Log-Based Analysis of Projects
AU - Yett, Bernard
AU - Hutchins, Nicole
AU - Snyder, Caitlin
AU - Zhang, Ningyu
AU - Mishra, Shitanshu
AU - Biswas, Gautam
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - In this paper we present an initial analysis of synchronous, collaborative programming in a robotics platform. Students worked in dyads and triads to complete a week-long curriculum targeting the learning of cybersecurity and computational thinking concepts, and their application using realistic robotics scenarios. We demonstrate how an analysis of individual student activity data within a group can be extrapolated to understand the group’s collaborative problem-solving. We compare our findings to past literature and discuss future implications of collaborative programming research.
AB - In this paper we present an initial analysis of synchronous, collaborative programming in a robotics platform. Students worked in dyads and triads to complete a week-long curriculum targeting the learning of cybersecurity and computational thinking concepts, and their application using realistic robotics scenarios. We demonstrate how an analysis of individual student activity data within a group can be extrapolated to understand the group’s collaborative problem-solving. We compare our findings to past literature and discuss future implications of collaborative programming research.
KW - Collaborative learning
KW - Computational thinking
KW - Cybersecurity
KW - K-12 education
KW - Programming action logs
KW - Robotics
UR - http://www.scopus.com/inward/record.url?scp=85088562823&partnerID=8YFLogxK
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U2 - 10.1007/978-3-030-52240-7_64
DO - 10.1007/978-3-030-52240-7_64
M3 - Conference contribution
AN - SCOPUS:85088562823
SN - 9783030522391
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 352
EP - 357
BT - Artificial Intelligence in Education - 21st International Conference, AIED 2020, Proceedings
A2 - Bittencourt, Ig Ibert
A2 - Cukurova, Mutlu
A2 - Luckin, Rose
A2 - Muldner, Kasia
A2 - Millán, Eva
T2 - 21st International Conference on Artificial Intelligence in Education, AIED 2020
Y2 - 6 July 2020 through 10 July 2020
ER -