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US 2026/0300408 A1Published application
Analytical framework with context-localized summaries
AssigneeTellagence, Inc.
InventorsSharookh Daruwalla, Nitin Mayande
Life of this patent
Estimating the term…
Abstract
Systems and methods for performing analytics using context localized summaries include generating, on a data set with a machine learning system, at least one context localization (CL) summary; and creating, with the machine learning system, secondary analytics with the CL summary and at least a portion of the data set. Other embodiments may be described and/or claimed.
Claims16
A method, comprising:
- generating, with a machine learning system on a data set comprised of a plurality of individual data points, at least one context localization (CL) summary;
- and
- creating, with the machine learning system, at least one secondary analytic based on the at least one CL summary,
- wherein generating the at least one CL summary comprises using a clustering algorithm to group data with a similar context.
1 more element
A non-transitory computer-readable medium (CRM) comprising instructions that, when executed by at least one processor of an apparatus, cause the apparatus to perform:
- generating, with a machine learning system on a data set comprised of a plurality of individual data points, at least one context localization (CL) summary;
- and
- creating, with the machine learning system, at least one secondary analytic based on the at least one CL summary,
- wherein generating the at least one CL summary comprises using a clustering algorithm to group data with a similar context.
1 more element
Dependencies are inferred from the claim text.