Development of a data mining method for land control

S. Wang, X. Wang, Wen Zhong Shi

Research output: Journal article publicationJournal articleAcademic researchpeer-review

5 Citations (Scopus)

Abstract

Land resources are facing crises of being misused,especially for an intersection area between town and country,and land control has to be enforced.This paper presents a development of data mining method for land control.A vector_match method for the prerequisite of data mining i.e., data cleaning is proposed,which deals with both character and numeric data via vectorizing character_string and matching number.A minimal decision algorithm of rough set is used to discover the knowledge hidden in the data warehouse.In order to monitor land use dynamically and accurately,it is suggested to set up a real_time land control system based on GPS,digital photogrammetry and online data mining.Finally,the means is applied in the intersection area between town and country of Wuhan city,and a set of knowledge about land control is discovered.
Original languageEnglish
Pages (from-to)68-76
Number of pages9
JournalGeo-spatial information science (地球空间信息科学学报)
Volume4
Issue number1
Publication statusPublished - 2001

Keywords

  • Land control
  • Data mining
  • Vector-match method
  • Rough set
  • GIS

ASJC Scopus subject areas

  • Computers in Earth Sciences
  • Geography, Planning and Development

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