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US Patent 12124822 Mining code expressions for data analysis

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Contents

Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
121248220
Patent Inventor Names
Julian Timothy Dolby0
Kavitha Srinivas0
Horst Cornelius Samulowitz0
Date of Patent
October 22, 2024
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Patent Application Number
178958810
Date Filed
August 25, 2022
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Patent Citations
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US Patent 7703085 Process for converting programs in high-level programming languages to a unified executable for hybrid computing platforms
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US Patent 7984422 Repository relationship programming
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US Patent 8843884 Interactive graphical construction of parametric components of typical cross section frameworks
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US Patent 9639335 Contextual typing
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US Patent 9658839 Hierarchical dependency analysis of source code
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US Patent 9959326 Annotating schema elements based on associating data instances with knowledge base entities
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US Patent 10073763 Touchless testing platform
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US Patent 10229200 Linking data elements based on similarity data values and semantic annotations
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...
Patent Primary Examiner
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Anibal Rivera
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CPC Code
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G06F 21/563
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H04L 63/1433
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G06F 11/3604
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G06F 8/35
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G06F 8/75
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G06F 21/562
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Patent abstract

Techniques for computer software code analysis are disclosed. One or more data flows are generated, based on analyzing software code using static analysis. A data object is identified in the software code using the one or more data flows, the data object relating to a structured dataset. A correspondence between a code expression in the software code and a characteristic of the structured dataset is identified, based on analyzing one or more reads from and one or more writes to the data object using the one or more data flows. The code expression for the structured dataset is analyzed, based on the correspondence, including at least one of: (i) generating a software code recommendation engine based on the code expression and the structured dataset, or (ii) generating one or more lambda expressions for application to the structured dataset, based on the code expression.

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