DISCOVERING INSIGHTS AND/OR RESOLUTIONS FROM COLLABORATIVE CONVERSATIONS

Patent №

US 11,409,593

Granted

2022-08-09

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17394667

Methods, computer program products, and/or systems are provided that perform the following operations: in an information technology (IT) management system, grouping one or more ongoing service failure events into a service failure record; identifying a representative event for the service failure record; identifying one or more conversations that relate to the one or more ongoing service events; computing, using a similarity algorithm, feature similarity scores for respective conversations of the one or more conversations based, at least in part, on the features associated with the representative event and features associated with the respective conversations; linking a subset of the one or more conversations to the one or more ongoing service events in the service failure record based, at least in part, on the computed feature similarity scores; and providing the service failure record to a collaboration platform utilized in addressing the one or more ongoing service events.

AI classification

Natural language1.00
Machine learning1.00
Planning0.97
Knowledge representation0.55
AI hardware0.35
Vision0.16
Evolutionary computation0.01
Speech0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 570990282

Assignors

KUMAR, HARSHIT, BATTA, RAGHAV, HWANG, JINHO, SHWARTZ, LARISA, DASGUPTA, GARGI B., MOHAPATRA, PRATEETI, AZAD, AMAR PRAKASH, VERMA, NIKHIL, GUPTA, AJAY, AGGARWAL, POOJA, KRCHÁK, JAKUB

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

From the same owner

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