The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 06, 2026

Filed:

Mar. 24, 2023
Applicants:

Robert Bosch Gmbh, Stuttgart, DE;

Robert Bosch Engineering and Business Solutions Private Limited, Bangalore, IN;

Inventor:

Rishabh Gupta, Uttar Pradesh, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/3332 (2025.01); G06F 16/35 (2025.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/3335 (2019.01); G06F 16/35 (2019.01);
Abstract

A method for detecting semantic trends within the categorical datasets from text-based documents includes using a processing module to obtain the plurality of text-based documents and perform a basic cleaning of each of the plurality of text-based documents. A semantic infusion module may generate an infused sentence in each of the plurality of text-based documents by inserting a word 'A_class (C)_time (T)' based on a computed infusion frequency value (I). A pattern generation module is configured to generate semantic trends by extracting the trending items from the word vector representation created by a word vector module, for each word of each infused sentence of each of the plurality of text-based documents.


Find Patent Forward Citations

Gupta, Rishabh. (2026). System and method for analyzing trends in a categorical dataset using semantic infusion (U.S. Patent No. 12518104). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12518104

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