基于Weka的城市建设用地结构特征挖掘研究

doi:10.3778/j.issn.1002-8331.2008.27.074

计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (27): 231-235.DOI: 10.3778/j.issn.1002-8331.2008.27.074

基于Weka的城市建设用地结构特征挖掘研究

孙元军¹,郑新奇¹,常伟倩²

1.中国地质大学（北京）土地科学技术学院，北京 100083
2.中国矿业大学文学与法政学院，江苏徐州 221008

收稿日期:2007-11-09 修回日期:2008-02-04 出版日期:2008-09-21 发布日期:2008-09-21
通讯作者: 孙元军

Analyzing structure of urban construction land based on Weka

SUN Yuan-jun¹,ZHENG Xin-qi¹,CHANG Wei-qian²

1.Department of Land Science & Technology，China University of Geosciences，Beijing 100083，China
2.College of Literature，Laws & Politics，China University of Mining & Technology，Xuzhou，Jiangsu 221008，China

Received:2007-11-09 Revised:2008-02-04 Online:2008-09-21 Published:2008-09-21
Contact: SUN Yuan-jun

摘要/Abstract

摘要： 城市建设用地结构是城市建设用地状况的直接反映，对其进行研究分析可以了解掌握城市建设用地的现状与内在规律。尝试使用Weka软件，运用其关联分析、聚类、回归方法中的不同算法对城市建设用地结构进行分析，获取了一些有益的结果：（1）通过关联分析得到不同用地间的相关性；（2）通过聚类将全国城市分为5类，并分析了其空间分布特征，即存在均匀分布，又呈现相对聚集现象；（3）通过回归分析得知用地结构与城市规模之间存在一定联系。

Abstract: The structure of urban construction land use describes the state of urban construction land use.Study on it can get information and rules about urban construction land use.The paper tries to use Weka to analyze the structure of urban construction land use and gets some useful results.Some means will be used，containing many algorithms of associate，cluster and regression.（1）It has been get from associate that there is relativity in different kinds of land.（2）All cities have been divided into 5 types by cluster.And the spacial distributes characteristic of 5 types is analyzed.（3）It has been get from regression that there is relation in land structure and city size.

孙元军¹,郑新奇¹,常伟倩². 基于Weka的城市建设用地结构特征挖掘研究[J]. 计算机工程与应用, 2008, 44(27): 231-235.

SUN Yuan-jun¹,ZHENG Xin-qi¹,CHANG Wei-qian². Analyzing structure of urban construction land based on Weka[J]. Computer Engineering and Applications, 2008, 44(27): 231-235.

基于Weka的城市建设用地结构特征挖掘研究

Analyzing structure of urban construction land based on Weka

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 0

编辑推荐

Metrics