Title :
Brain activity measurement during program comprehension with NIRS
Author :
Ikutani, Yoshiharu ; Uwano, Hidetake
Author_Institution :
Dept. of Inf. Eng., Nara Nat. Coll. of Technol., Nara, Japan
fDate :
June 30 2014-July 2 2014
Abstract :
Near infrared spectroscopy (NIRS) has been used as a low cost, noninvasive method to measure brain activity. In this paper, we experiment to measure the effects of variables and controls in a source code to the brain activity in program comprehension. The measurement results are evaluated after noise reduction and normalization to statistical analysis. As the result of the experiment, significant differences in brain activity were observed at a task that requires memorizing variables to understand a code snippet. On the other hand, no significant differences between different levels of mental arithmetic tasks were observed. We conclude that the frontal pole reflects workload to short-term memory caused by variables without affected from calculation.
Keywords :
blood; blood flow measurement; brain; infrared spectra; medical signal processing; neurophysiology; signal denoising; statistical analysis; brain activity measurement; code snippet; frontal pole; mental arithmetic tasks; near infrared spectroscopy; noise reduction; noninvasive method; normalization; program comprehension; short-term memory; source code; statistical analysis; Atmospheric measurements; Blood; Brain; Noise; Noise reduction; Particle measurements; Statistical analysis;
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2014 15th IEEE/ACIS International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/SNPD.2014.6888727