Apparatus, systems, and methods for grouping data records
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A technology of data recording and equipment, applied in general control systems, database design/maintenance, text database clustering/classification, etc., can solve the problems of unrelated, unclear whether related entities of data records are related, etc.
Inactive Publication Date: 2016-04-20
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[0019] Unfortunately, creating meaningful summaries of the collected information is challenging because it is often the case, especially at billion-scale records, that it is not clear that two or more data records are related to the same entity, Whether the entities are related, or not at all
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[0046] In the following description, numerous specific details are set forth regarding the systems and methods of the disclosed subject matter and the environments in which the systems and methods of the disclosed subject matter operate, etc., in order to provide a thorough understanding of the disclosed subject matter. It will be apparent, however, to those skilled in the art that the disclosed subject matter may be practiced without these specific details, and certain features that are known in the art have not been described in detail in order to avoid complexity of the disclosed subject matter. Furthermore, it will be appreciated that the examples provided below are exemplary and that other systems and methods are contemplated within the scope of the disclosed subject matter.
[0047] Data records can be used to describe any type of entity (eg, physical objects, virtual objects, active objects, man-made objects) to which information can be associated. Each data record may ...
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Abstract
The present application relates to apparatus, systems, and methods for grouping data records based on entities referenced by the data records. The disclosed grouping mechanism can include determining a pair-wise similarity between a large number of data records, and clustering a subset of the data records based on their pair-wise similarity.
Description
[0001] Cross References to Related Applications [0002] This application claims the benefit of prior filing dates pursuant to 35 U.S.C. § 119(e), as follows: [0003] · U.S. Provisional Application No. 61 / 799,986, filed March 15, 2013, entitled "SYSTEMFORANALYZINGANDUSINGLOCATIONBASEDBEHAVIOR"; [0004] · U.S. Provisional Application No. 61 / 800,036, filed March 15, 2013, entitled "GEOGRAPHICLOCATION DESCRIPTORANDLINKER"; [0005] · U.S. Provisional Application No. 61 / 799,131, filed March 15, 2013, entitled "SYSTEMANDMETHODFORCROWDSOURCINGDOMAINSPECIFICINTELLIGENCE"; [0006] · U.S. Provisional Application No. 61 / 799,846, filed March 15, 2013, entitled "SYSTEM WITH BATCHAND REAL TIME DATA PROCESSING"; and [0007] • US Provisional Application No. 61 / 799,817, filed March 15, 2013, entitled "SYSTEMFORASSIGNINGSCORESTOLOCATIONENTITIES." [0008] This application also concerns: [0009] · U.S. Patent Application No. 14 / 214,208, entitled "APPARATUS, SYSTEMS, ANDMETHODS FORANALYZI...
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