What is it about?
We tried to find similarities between high and low performers using their eye movements while they solved programming questions.
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Why is it important?
We tried to cluster them together using an unsupervised machine-learning method.
Perspectives
I think this paper highlights some of the limitations of the clustering methods as well as the algorithm to find the common scanpaths. However, given these algorithms and techniques, the paper shows applicability and to an extent some insights into the differences between groups of individuals.
Zubair Ahsan
Universiti Malaya Perpustakaan Peringatan Za'ba
Read the Original
This page is a summary of: Is Clustering Novice Programmers Possible? Investigating Scanpath Trend Analysis in Programming Tasks, May 2023, ACM (Association for Computing Machinery),
DOI: 10.1145/3588015.3589193.
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