| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Outline of Final Research Achievements |
We collect sensing data with sensors attached to the bodies of software engineers. By using this data, we develop a method, based on datamining techniques of time-series data, to estimate the degree of concentration during their work. We also develop a datamining method to estimate degree of comprehension and concentration during work from gaze movement data patterns. Further we develop a method to estimate concentration degree from the situation of mouse and keyboard operations. With these developed methods, it becomes possible to estimate engineers' personal situation at the time of development. We finally develop a software quality management method that uses the personal situation.
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