EMIP: The eye movements in programming dataset

Roman Bednarik; Teresa Busjahn; Agostino Gibaldi; Alireza Ahadi; Maria Bielikova; Martha Crosby; Kai Essig; Fabian Fagerholm; Ahmad Jbara; Raymond Lister; Pavel Orlov; James Paterson; Bonita Sharif; Teemu Sirkiä; Jan Stelovsky; Jozef Tvarozek; Hana Vrzakova; Ian van der Linde

doi:10.1016/j.scico.2020.102520

EMIP: The eye movements in programming dataset

Roman Bednarik, Teresa Busjahn, Agostino Gibaldi, Alireza Ahadi, Maria Bielikova, Martha Crosby, Kai Essig, Fabian Fagerholm, Ahmad Jbara, Raymond Lister, Pavel Orlov, James Paterson, Bonita Sharif, Teemu Sirkiä, Jan Stelovsky, Jozef Tvarozek, Hana Vrzakova, Ian van der Linde

Research output: Contribution to journal › Article › peer-review

11 Scopus citations

Abstract

A large dataset that contains the eye movements of N=216 programmers of different experience levels captured during two code comprehension tasks is presented. Data are grouped in terms of programming expertise (from none to high) and other demographic descriptors. Data were collected through an international collaborative effort that involved eleven research teams across eight countries on four continents. The same eye tracking apparatus and software was used for the data collection. The Eye Movements in Programming (EMIP) dataset is freely available for download. The varied metadata in the EMIP dataset provides fertile ground for the analysis of gaze behavior and may be used to make novel insights about code comprehension.

Original language	English (US)
Article number	102520
Journal	Science of Computer Programming
Volume	198
DOIs	https://doi.org/10.1016/j.scico.2020.102520
State	Published - Oct 15 2020
Externally published	Yes

Keywords

Dataset
Eye-tracking
Program comprehension

ASJC Scopus subject areas

Software

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10.1016/j.scico.2020.102520

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Bednarik, R., Busjahn, T., Gibaldi, A., Ahadi, A., Bielikova, M., Crosby, M., Essig, K., Fagerholm, F., Jbara, A., Lister, R., Orlov, P., Paterson, J., Sharif, B., Sirkiä, T., Stelovsky, J., Tvarozek, J., Vrzakova, H., & van der Linde, I. (2020). EMIP: The eye movements in programming dataset. Science of Computer Programming, 198, [102520]. https://doi.org/10.1016/j.scico.2020.102520

Bednarik, R, Busjahn, T, Gibaldi, A, Ahadi, A, Bielikova, M, Crosby, M, Essig, K, Fagerholm, F, Jbara, A, Lister, R, Orlov, P, Paterson, J, Sharif, B, Sirkiä, T, Stelovsky, J, Tvarozek, J, Vrzakova, H & van der Linde, I 2020, 'EMIP: The eye movements in programming dataset', Science of Computer Programming, vol. 198, 102520. https://doi.org/10.1016/j.scico.2020.102520

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abstract = "A large dataset that contains the eye movements of N=216 programmers of different experience levels captured during two code comprehension tasks is presented. Data are grouped in terms of programming expertise (from none to high) and other demographic descriptors. Data were collected through an international collaborative effort that involved eleven research teams across eight countries on four continents. The same eye tracking apparatus and software was used for the data collection. The Eye Movements in Programming (EMIP) dataset is freely available for download. The varied metadata in the EMIP dataset provides fertile ground for the analysis of gaze behavior and may be used to make novel insights about code comprehension.",

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doi = "10.1016/j.scico.2020.102520",

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AU - Bednarik, Roman

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AU - Gibaldi, Agostino

AU - Ahadi, Alireza

AU - Bielikova, Maria

AU - Crosby, Martha

AU - Essig, Kai

AU - Fagerholm, Fabian

AU - Jbara, Ahmad

AU - Lister, Raymond

AU - Orlov, Pavel

AU - Paterson, James

AU - Sharif, Bonita

AU - Sirkiä, Teemu

AU - Stelovsky, Jan

AU - Tvarozek, Jozef

AU - Vrzakova, Hana

AU - van der Linde, Ian

PY - 2020/10/15

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AB - A large dataset that contains the eye movements of N=216 programmers of different experience levels captured during two code comprehension tasks is presented. Data are grouped in terms of programming expertise (from none to high) and other demographic descriptors. Data were collected through an international collaborative effort that involved eleven research teams across eight countries on four continents. The same eye tracking apparatus and software was used for the data collection. The Eye Movements in Programming (EMIP) dataset is freely available for download. The varied metadata in the EMIP dataset provides fertile ground for the analysis of gaze behavior and may be used to make novel insights about code comprehension.

KW - Dataset

KW - Eye-tracking

KW - Program comprehension

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EMIP: The eye movements in programming dataset

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Keywords

ASJC Scopus subject areas

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