A Language and Visual Interface to Specify Complex Spatial Pattern Mining

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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 ... continued below

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Li, Xiaohui December 2006.

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  • Li, Xiaohui

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Description

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.

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  • December 2006

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  • May 5, 2008, 3:09 p.m.

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  • Dec. 16, 2008, 10:06 a.m.

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Li, Xiaohui. A Language and Visual Interface to Specify Complex Spatial Pattern Mining, thesis, December 2006; Denton, Texas. (digital.library.unt.edu/ark:/67531/metadc5408/: accessed December 14, 2017), University of North Texas Libraries, Digital Library, digital.library.unt.edu; .