Towards Automated Coding of Program Comprehension Gaze Data. Hansen, M., Goldstone, R., L., & Lumsdaine, A. Eye Movements in Programming Education, 2014. abstract bibtex Gaze data collected during program comprehension provides insight into programmers’ thought processes. Manual coding of this data, however, can be tedious and subjective. We de- fine and demonstrate an automated coding scheme for most categories in this workshop’s coding scheme. We discuss potential sources of error when abstracting from fixations to areas of interest and patterns, and consider alternative definitions for some codes. For the high-level Strategy cat- egory, we inform coding decisions with metrics computed over a rolling time window.
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abstract = {Gaze data collected during program comprehension provides insight into programmers’ thought processes. Manual coding of this data, however, can be tedious and subjective. We de- fine and demonstrate an automated coding scheme for most categories in this workshop’s coding scheme. We discuss potential sources of error when abstracting from fixations to areas of interest and patterns, and consider alternative definitions for some codes. For the high-level Strategy cat- egory, we inform coding decisions with metrics computed over a rolling time window.},
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author = {Hansen, Michael and Goldstone, Robert L and Lumsdaine, Andrew},
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