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| 决策树分类算法在姜寨一期聚落遗迹分类中的应用研究 | |
| 引用本文： | 陈济民,黄家柱,毕硕本,闾国年,裴安平.决策树分类算法在姜寨一期聚落遗迹分类中的应用研究[J].测绘科学,2006,31(4):78-80. |
| 作者姓名： | 陈济民 黄家柱 毕硕本 闾国年 裴安平 |
| 作者单位： | 1. 南京师范大学地理科学学院,南京,210097 2. 南京师范大学数学与计算机科学学院,南京,210097 3. 南京师范大学文物与博物馆学系,南京,210097 |
| 基金项目： | 国家“863”“虚拟地理环境系统的研究与开发”课题(2001AA135130)，南京师范大学“211工程”二期重点建设学科“地理信息技术的开发与应用”项目，“田野考古地理信息系统”项目 |
| 摘 要： | 通过对数据挖掘基本分类算法的总结、分析,以及建立姜寨遗址空间数据库,以姜寨一期聚落中的土坑墓、房屋等遗迹作为研究对象,分别提取该遗迹的面积与方位角等空间矢量特征信息等,运用决策树分类算法,挖掘出了姜寨一期聚落的遗迹分类规则,为聚落考古学中单遗址聚落的空间布局和内部结构的研究提供了一种新的研究思路与实现方法。 |
| 关 键 词： | 决策树 分类算法 空间数据挖掘 聚落考古 姜寨遗址 |
| 文章编号： | 1009-2307(2006)04-0078-03 |
| 修稿时间： | 2005年7月21日 |
Application of decision tree classification algorithm in the archeology research of Jiangzhai first phase settlement |
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| CHEN Ji-min,HUANG Jia-zhu,BI Shuo-ben,Lü Guo-nian,PEI An-ping.Application of decision tree classification algorithm in the archeology research of Jiangzhai first phase settlement[J].Science of Surveying and Mapping,2006,31(4):78-80. | |
| Authors: | CHEN Ji-min HUANG Jia-zhu BI Shuo-ben Lü Guo-nian PEI An-ping |
| Abstract: | The basic classification algorithm of data mining technology is summarized and analyzed in this research paper firstly.Then the spatial databases of Jiangzhai site are designed and implemented.Finally,based on above basic work and taken the pit tombs and houses of Jiangzhai settlement in the first phase culture as research objects,this paper extracts spatial vector features of both area and azimuth of the relic,and uses the decision tree classification algorithm to get the classification rules of the relic in the first phase settlement of Jiangzhai.As a result,a new research idea and implementation method is given for studying of spatial distribution and inter structure of a single site in settlement archaeology. |
| Keywords: | Decision tree Classified algorithm Spatial data mining Settlement archeology Jiangzhai site |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |