SUPERVISED LEARNING SYSTEM TRAINING USING CHATBOT INTERACTION

Patent №

US 10,891,560

Granted

2021-01-12

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15661923

An apparatus comprises a memory and a processor coupled to the memory. The processor is configured to receive input from a cloud service data source, wherein the input comprises at least one data point, analyze the data point via a machine learning model to determine characteristics indicated by the data point, determine whether the characteristics indicated by the data point meet an alert threshold that indicates a problem in a network, generate an alert ticket when the characteristics indicated by the data point meet the alert threshold, wherein the alert ticket indicates the problem in the network, communicate with a user based on contents of the alert ticket, receive feedback from the user relating to the alert ticket, and train the machine learning model according to the feedback received from the user.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 20/00G06N 3/09H04L 51/02G06N 3/006G06N 3/08G06N 5/02G06N 7/01

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Natural language0.97
Knowledge representation0.95
Vision0.03
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 431210573

Assignors

CAGADAS, JONATHAN A., LEWITT, ALEXANDER D., MIKULCIK, SIMON D., SHUKLA, KARAN, WILLIAMSON, LEIGH A.

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

From the same owner

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