NORMALIZATION OF UNSTRUCTURED CATALOG DATA

Patent №

US 11,645,300

Granted

2023-05-09

Filed 2021

Owner

SAP SE

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17452801

Provided is a method and system for normalizing catalog item data to create higher quality search results. In one example, the method may include receiving a record comprising an unstructured description of an object, identifying a type of the object from among a plurality of object types and identifying a predefined attribute of the identified type of object, extracting a value from the unstructured description corresponding to the predefined attribute and modifying the extracted value to generate a normalized attribute value, and storing a structured record of the object in a structured format comprising a plurality of values of a plurality of attributes of the object from the unstructured description including the normalized attribute value for the predefined attribute of the object.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/258G06F 16/215G06F 16/2272G06F 16/23G06F 16/2455G06F 16/288G06F 16/3335G06F 40/10+1 more

AI classification

Planning1.00
Natural language1.00
AI hardware0.85
Knowledge representation0.77
Machine learning0.73
Vision0.17
Evolutionary computation0.01
Speech0.00

Ownership

SAP SE

assignment · 579580354

Assignors

BHOJWANI, SUDHIR, LAKSHMAN, SUDHA, ZHANG, QUAN, CHAKRAVARTY, SANDEEP, TRUONG, TU, WU, FUMING, LI, YUE, DONG, LIN, NAMBALLA, RICHA

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

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