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:
Mar. 31, 2020

Filed:

Dec. 01, 2017
Applicant:

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

Inventors:

ChunHui Y. Higgins, Durham, NC (US);

William P. Higgins, Durham, NC (US);

Alexander Sobran, Chapel Hill, NC (US);

Pu Yang, Cary, NC (US);

Bo Zhang, Cary, NC (US);

Ke Zhu, Cary, NC (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); H04L 12/58 (2006.01); H04L 29/08 (2006.01); G06N 5/02 (2006.01); G06F 17/27 (2006.01); G06Q 10/10 (2012.01);
U.S. Cl.
CPC ...
H04L 51/04 (2013.01); G06F 17/2785 (2013.01); G06N 5/02 (2013.01); H04L 67/10 (2013.01); H04L 67/306 (2013.01); G06Q 10/107 (2013.01); H04L 51/16 (2013.01); H04L 51/32 (2013.01);
Abstract

A mechanism is provided in a data processing system to implement a chat topic identification system for identifying chat topics in a multi-user messaging platform. The chat topic identification system receives a plurality of chat messages submitted to a communication channel in the multi-user messaging platform, performs cognitive content language analysis, cognitive personality analysis, cognitive tone analysis, social data analysis, and conversation feature analysis. The chat topic identification system stores results in a user profile associated with the user to form a user profile. A new conversation prediction engine determines a conversation separation score representing a likelihood that a new conversation is being started in the communication channel. A new conversation separation recommendation engine generates a conversation separation recommendation based on the conversation separation score.


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