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:
Aug. 12, 2025

Filed:

Jul. 27, 2022
Applicant:

Gong.io Ltd., Ramat Gan, IL;

Inventors:

Omri Allouche, Tel Aviv, IL;

Inbal Horev, Tel Aviv, IL;

Eyal Ben David, Kibbutz Yagur, IL;

Adi Kopilov, Tel Aviv, IL;

Assignee:

GONG.io Ltd., Ramat Gan, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/00 (2020.01); G06F 16/31 (2019.01); G06F 40/289 (2020.01); G06F 40/35 (2020.01);
U.S. Cl.
CPC ...
G06F 16/313 (2019.01); G06F 40/289 (2020.01); G06F 40/35 (2020.01);
Abstract

A system and method for a multi-stage approach for creating topic models is presented. The method includes applying a first stage topic model to textual data, wherein the first stage topic model is trained to discover a first plurality of topics and distributions of words in each topic of the first plurality of topics from the textual data; generating at least one seeded word for a subset of topics of the first plurality of topics, wherein the at least one seeded word is determined based on a plurality of selection rules and the distributions of words in the subset of topics discovered in the first stage topic model; and creating a second stage topic model by feeding the generated at least one seeded word to direct identification of the subset of topics of the first plurality of topics.


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