Spatial Data Mining Methods Databases and Statistics Point of Views
R. Regin, S. Suman Rajest, Bhopendra Singh
Abstract
This article reviews the approaches used in data mining to perform a geographical study of regional datasets coupled with Geographic Information Systems (GIS). Firstly, we can look at the functions of data mining used by such data and then illustrate their precision compared to their classic data use. We will further explain the research conducted in this sector and point out that two separate methods exist: one is focused on space database learning while the other is based on space statistics. Finally, we will address the key distinctions between these two methods and their similar features.
Topics & Concepts
Computer sciencePoint (geometry)Data miningSpatial analysisSpace (punctuation)Key (lock)Data scienceInformation retrievalDatabaseStatisticsMathematicsComputer securityGeometryOperating systemData Mining Algorithms and ApplicationsEvaluation Methods in Various FieldsEducational and Technological Research