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姜寨一期文化遗迹属性数据的关联规则挖掘研究
引用本文:毕硕本,闾国年,裴安平,孙懿青.姜寨一期文化遗迹属性数据的关联规则挖掘研究[J].地理与地理信息科学,2010,26(1).
作者姓名:毕硕本  闾国年  裴安平  孙懿青
作者单位:1. 南京信息工程大学计算机与软件学院,江苏,南京,210044
2. 南京师范大学地理科学学院,江苏,南京,210097
3. 南京师范大学文物与博物馆学系,江苏,南京,210097
基金项目:江苏省教育厅青蓝工程项目(0702);;江苏省教育厅计划指导项目(06KJD520121)
摘    要:在基于Apriori算法的单维布尔关联规则基础上,以姜寨遗址主要遗迹的属性数据为研究对象,利用该算法对姜寨一期文化遗迹的属性数据进行了关联挖掘分析。首先进行房屋遗迹属性的关联挖掘,然后进行土坑葬等的属性数据挖掘,找到了聚落遗址属性数据之间隐含的关系,为聚落考古遗址的资料分析提供了一种新技术。

关 键 词:Apriori算法  数据挖掘  聚落考古  姜寨遗址  

Study on Data Mining in First Period of Jiangzhai Site Based on the Association Algorithms
BI Shuo-ben,LV Guo-nian,PEI An-ping,SUN Yi-qing.Study on Data Mining in First Period of Jiangzhai Site Based on the Association Algorithms[J].Geography and Geo-Information Science,2010,26(1).
Authors:BI Shuo-ben  LV Guo-nian  PEI An-ping  SUN Yi-qing
Institution:1.School of Computer & Software;Nanjing University of Information Science & Technology;Nanjing 210044;2.School of Geography Science;Nanjing Normal University;Nanjing 210097;3.School of Cultural Relic & Museum;China
Abstract:In this paper,the association analysis method of data mining into the research of prehistoric settlement archeology is introduced,the property database of remains and remnants in the first cultural period of the Jiangzhai site are designed and established.This attribution data are used to do data mining in order to get more useful knowledge.The archaeological material include the housing layout circumstances table and the house relative horizon table which is in the document of Jiangzhai,and five kinds of f...
Keywords:Apriori algorithm  data mining  settlement archaeology  Jiangzhai site  
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