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SYSTEM, METHOD AND COMPUTER PROGRAM FOR MULTI-DIMENSIONAL TEMPORAL AND RELATIVE DATA MINING FRAMEWORK, ANALYSIS & SUB-GROUPING

  • US 20140358926A1
  • Filed: 12/12/2012
  • Published: 12/04/2014
  • Est. Priority Date: 12/12/2011
  • Status: Active Grant
First Claim
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1. A computer implemented data mining method for mining data streams from multiple sites is provided, wherein different attributes may be associated with data streams, characterized by:

  • (a) using a central distribution computer system component to store(i) a series of temporal rules and(ii) relative rules for relatively aligning multi-dimensional data based on at least one time point of interest, the central distribution computer system when executed determining particular temporal rules applicable to data associated to a particular site, based on the different attributes;

    (b) collecting at the multiple sites, and optionally cleaning, multi-dimensional data, the multi-dimensional data including a plurality of data streams;

    (c) temporally abstracting the multi-dimensional data by accessing and applying the applicable temporal rules so as to generate temporally abstracted multi-dimensional data, and relatively aligning the temporally abstracted multi-dimensional data based on an at least one time point of interest by accessing and applying the applicable relative rules; and

    (d) collecting temporally abstracted and relatively aligned data from the multiple sites to provide multi-dimensional, temporal, multi-site data for use in data mining operations.

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