GENERATING SOFTWARE SERVICES FOR A SOFTWARE SOLUTION DETERMINED FROM ANALYSIS OF UNSTRUCTURED TEXT INPUT USING MACHINE LEARNING

Patent №

US 11,645,556

Granted

2023-05-09

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16723528

Methods, systems and computer readable media are provided for automating software service analysis. One or more dictionaries are created, characterizing one or more software services available within the computing domain, wherein the one or more dictionaries each comprise at least an input category, a processing capability category, and an output category. A query input comprising a description of software service is received. Relevant portions are extracted using natural language processing of the query input that correspond to functions and associated parameters of the requested software services. The relevant portions of the query input are assigned to the one or more sub-categories in the dictionaries to generate mapped services. The sub-category assignments are processed to determine the mapping of the available software services within the computing domain.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 16/3344G06N 5/04G06F 8/30G06F 16/3329G06F 40/242G06F 40/289G06F 40/30G06N 5/022+1 more

AI classification

Natural language1.00
Speech1.00
Knowledge representation1.00
Machine learning1.00
AI hardware1.00
Planning0.66
Vision0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 513480392

Assignors

KADAMBI, BALAJI, MAHESHWARI, SHIKHA, HOSURMATH, MANJULA G.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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