MACHINE LEARNING BASED TENANT-SPECIFIC CHATBOTS FOR PERFORMING ACTIONS IN A MULTI-TENANT SYSTEM

Patent №

US 11,769,013

Granted

2023-09-26

Filed 2019

Owner

SALESFORCE.COM, INC.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16680323

A multi-tenant system performs custom configuration of a tenant-specific chatbot to process and act upon natural language requests. The multi-tenant system configures the tenant-specific chatbots without requiring tenant-specific training. The multi-tenant system providing a user interface for configuring a tenant-specific set of permitted actions. The multi-tenant system determines a set of example phrases for each of the selected permitted actions. The multi-tenant system receives a natural language request from a user and identifies the action that the user wants to perform. The multi-tenant system uses a neural network to compare the natural language request with example phrases to identify an example phrase that matches the natural language request. The multi-tenant system performs the action corresponding to the matching example phrase.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/30G06F 40/295G06N 3/04G06N 3/0499G06N 3/08G06N 3/09H04L 51/02

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.99
Vision0.01
Evolutionary computation0.00

Ownership

SALESFORCE.COM, INC.

assignment · 566620743

Assignors

ZHANG, KEVIN, LIU, JOHNSON, AMSILI, RAFAEL

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

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