Abstract

In many countries (including Japan), birthrates are declining and populations are aging. The declining 18-year-old population is a problem for university education. High-quality university education is essential for the development of a country's economic and technological strengths. Many studies have been conducted on the learning of active students. However, the number of students with various problems is expected to increase in the future. Nevertheless, the numbers of faculty and staff might remain the same. Therefore, supporting programs will be required for certain individual students. As such, universities should analyze activity-tracking data to identify the students requiring additional support. In this study, we introduce agents for monitoring each student's activities such as attending classes, eating, going to the library, and visiting a club. The agents monitor the students’ smartphones connected to campus WiFi for accessing the internet or other contents for campus students without using background smartphone applications. Using experiments, we confirm that we can always locate the students.

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