TY - GEN
T1 - Text Mining and Logic Model for University Midterm Plans
AU - Ogashiwa, Kahori
AU - Takata, Eiichi
AU - Oishi, Tetsuya
AU - Mori, Masao
AU - Hirokawa, Sachio
PY - 2019/7
Y1 - 2019/7
N2 - National universities in Japan are required to create midterm plans based on logic models. However, universities are still in trouble about what item should be written about five viewpoints of the logic model - purpose, input, activity, output, and outcome. In this paper, we paid attention to the analysis of the third term midterm plan by the expert who extracted the typical sentences which represent the viewpoints. We applied the machine learning for those extracted sentences to identify the characteristic (feature) words and pattern of each viewpoint. It turned out that the activities have simple pattern and can be recognized with high identification performance. However, the output and the outcome are hard to describe the viewpoints.
AB - National universities in Japan are required to create midterm plans based on logic models. However, universities are still in trouble about what item should be written about five viewpoints of the logic model - purpose, input, activity, output, and outcome. In this paper, we paid attention to the analysis of the third term midterm plan by the expert who extracted the typical sentences which represent the viewpoints. We applied the machine learning for those extracted sentences to identify the characteristic (feature) words and pattern of each viewpoint. It turned out that the activities have simple pattern and can be recognized with high identification performance. However, the output and the outcome are hard to describe the viewpoints.
UR - http://www.scopus.com/inward/record.url?scp=85080861443&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85080861443&partnerID=8YFLogxK
U2 - 10.1109/IIAI-AAI.2019.00202
DO - 10.1109/IIAI-AAI.2019.00202
M3 - Conference contribution
T3 - Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019
SP - 1013
EP - 1014
BT - Proceedings - 2019 8th International Congress on Advanced Applied Informatics, IIAI-AAI 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2019
Y2 - 7 July 2019 through 11 July 2019
ER -