期刊文献+

Apriori算法在ACViS中用户行为监测数据挖掘中的应用研究 被引量:7

Application of Apriori Algorithm in User Action Monitoring Data Mining in Adaptive Cartographic Visualization System
下载PDF
导出
摘要 建立初步的自适应地图可视化系统运行机制,对系统的各个模块进行详细分析。在此基础上,研究用户行为监测机制,提出利用Apriori关联规则实现用户行为数据库挖掘的思路,并改进Apriori关联算法,使之更加适用于ACViS。实例证明,挖掘出来的结论对ACViS设计者具有指导意义,也为用户模型的更新和修正提供依据。 A preliminary operation mechanism of adaptive cartographic visualization system is established,and each system module is analyzed in detail.Based on the above analysis,the paper has studied the monitoring mechanism of user action,and has used extended apriori association rules to the mining of user action database to adapt for ACViS.The experimental results proved that the mining results were quite meaningful for ACViS designers and could provide basis for the renewal and modification of user model.
出处 《测绘学报》 EI CSCD 北大核心 2010年第4期397-403,共7页 Acta Geodaetica et Cartographica Sinica
基金 资源与环境信息系统国家重点实验室开放基金 国家自然科学基金(40671152)
关键词 地图可视化系统 自适应 关联规则 APRIORI算法 数据挖掘 cartographic visualization system adaptive association rules apriori algorithm data mining
  • 相关文献

参考文献11

二级参考文献43

  • 1凌云,陈毓芬,王英杰.自适应地图可视化系统设计研究[J].测绘学院学报,2005,22(1):69-71. 被引量:15
  • 2李玲娟,王汝传.一种基于数据挖掘的入侵检测系统模型[J].南京邮电学院学报(自然科学版),2005,25(5):40-43. 被引量:2
  • 3[1]Keith C Clarke.Cartography in a Mobile Internet Age[A].In:Proc.Of the 20th International Cartographic Conference[C],Beijing,china,2001.
  • 4[2]Tumasch Reichenbacher.The World in Your Pocket-Toward a Mobile Cartography[A].In:Proc.Of the 20th International Cartographic Conference[C],Beijing,china,2001:2514-2529.
  • 5[4]P G Hardy,K R Haire,R Haire,R Sheehan,P A Woodsford.Mobile Mapping On-demand,Using Active Representation and Generalisation[A].In:Proc.Of the 20th International Cartographic Conference[C],Beijing,china,2001.
  • 6[5]Nivala,Sarjakoski,Jakobsson,Kaasinen.Usability Evaluation of Topographic Maps in Mobile Devices[A].In:Proc.Of the 21th International Cartographic Conference[C],Durban,South Africa.2003:1903-1914.
  • 7[6]王家耀,陈毓芬.理论地图学[M].北京:解放军出版社,1999.
  • 8WANG Y,LIU Y,CHEN X,CHEN Y,LIQIU M.Adaptive Geovisualization: An Approach towards the Design of Intelligent Geovisualization Systems [ J ].Journal of Geographical Sciences, 2001, ( 11 ).
  • 9CHEN Y. KE X, WANG Y, MENG L. Researches on Adaptive Graphic User Interface for Geovisualization Systems [ A ]. Proceedings of 21st International Cartographic Conference[ C ]. Durban : [ s. n. ], 2003.
  • 10杨治良.实验心理学[M].杭州:浙江教育出版社,2003..

共引文献128

同被引文献34

引证文献7

二级引证文献39

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部