| Summary: | 碩士 === 國立虎尾科技大學 === 資訊管理研究所 === 99 === Lands database recorded the real changes of land transactions in Taiwan, including cadastral, land price, land use, land space, land location, and so on.
Based on the land database, data mining techniques, decision tree C5.0, back- propagation network (BPN) of neural network algorithm, and its two mixed methods coupled with the relationships among the land zoning, land transaction, and land owners were used for classification study.
Study found that the sale transactions of residential and agricultural areas are the main factors for the land change. In addition, It is fond in literature tunt that agricultural landowners are getting younger than before. According to the government policy, all agricultural land should be used as the agricultural purpose. If the agricultural land inherited by young people, a question should he considered, which is the, agricultural land still continue to be used as the agricultural purpose?
As for the landlords, most of them are from local area, Kaohsiung City. Landlords outside Kaohsiung City come from Tainan, Pingtung, and Taipei, and the age between 32 to 40 years old are the majorities for the landlords.
Lands database information represents the land history of Taiwan. The purpose of this study is to explore the hidden lands knowledge after applying data mining techniques and providing an important reference on land-related policies, for povernment and help the further development of our society.
|
|---|
