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:
Dec. 02, 2025

Filed:

Dec. 19, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Sampath Dechu, Acton, MA (US);

Neelamadhav Gantayat, Bangalore, IN;

Avirup Saha, Kolkata, IN;

Dharma Teja Atluri, Hyderabad, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/35 (2020.01); G06F 18/23211 (2023.01); G06F 18/2415 (2023.01); G06F 40/166 (2020.01); G06F 40/289 (2020.01);
U.S. Cl.
CPC ...
G06F 18/23211 (2023.01); G06F 18/2415 (2023.01); G06F 40/166 (2020.01); G06F 40/289 (2020.01); G06F 40/35 (2020.01);
Abstract

Mechanisms are provided for automated generation of an electronic form for an electronic messaging subsystem. Historical conversation logs are obtained from the electronic messaging subsystem which comprise a plurality of communication sequences. Communication sequences within the historical conversation logs are clustered according to similarity of features. For each cluster the following operations are performed: identifying, within the cluster, sequences of normalized utterances that are repeated across communication sequences of the cluster; categorizing each sequence, in a set of the sequences of normalized utterances, as to whether the sequence can be represented as one or more electronic forms; and extracting, for each communication sequence in the cluster, attributes and corresponding attribute values. One or more electronic form data structures are generated based on the attributes and corresponding attribute values extracted for each communication sequence in the cluster.


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