Decoding the Representation of Code in the Brain: An fMRI Study of Code Review and Expertise
Has this study been replicated?
The atlas records 1 replication of this study. Recorded outcomes: 1 mixed. The earliest on record is from 2019.
Replications
- A Replication Study on Code Comprehension and Expertise using Lightweight Biometric Sensors, Fucci et al. (2019). 2019 IEEE/ACM 27th International Conference on Program Comprehension (ICPC). Outcome recorded: mixed.
The best improvement over the original study performance is achieved using solely the heart signal obtained through a single device (BAC 87%vs. 79.1%). Differently from the original study, we did not observe a correlation between the participants' expertise and the classifier performance (τ= 0.16, p= 0.31).
Outcome read from the abstract. View paper
Cite this record
Floyd, B., Santander, T., & Weimer, W. (2017). Decoding the Representation of Code in the Brain: An fMRI Study of Code Review and Expertise. 2017 IEEE/ACM 39th International Conference on Software Engineering (ICSE), 175–186. https://doi.org/10.1109/icse.2017.24
Other studies in the atlas
Failed replications · Successful replications · All browse pages