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A Language and Visual Interface to Specify Complex Spatial Pattern Mining

The emerging interests in spatial pattern mining leads to the demand for a flexible spatial pattern mining language, on which easy to use and understand visual pattern language could be built. It is worthwhile to define a pattern mining language called LCSPM to allow users to specify complex spatial patterns. I describe a proposed pattern mining language in this paper. A visual interface which allows users to specify the patterns visually is developed. Visual pattern queries are translated into the LCSPM language by a parser and data mining process can be triggered afterwards. The visual language is based on and goes beyond the visual language proposed in literature. I implemented a prototype system based on the open source JUMP framework.

Identiferoai:union.ndltd.org:unt.edu/info:ark/67531/metadc5408
Date12 1900
CreatorsLi, Xiaohui
ContributorsHuang, Yan, Brazile, Robert, Shahrokhi, Farhad
PublisherUniversity of North Texas
Source SetsUniversity of North Texas
LanguageEnglish
Detected LanguageEnglish
TypeThesis or Dissertation
FormatText
RightsUse restricted to UNT Community, Copyright, Li, Xiaohui, Copyright is held by the author, unless otherwise noted. All rights reserved.

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