RESEARCHING METHODS FOR PROCESSING TEXT INFORMATION AND REVIEWING THE STAGES OF AN ARTIFICIAL INTELLIGENCE MODEL CREATION AT PRODUCING CHATBOTS-Reference-Cited by-同舟云学术

RESEARCHING METHODS FOR PROCESSING TEXT INFORMATION AND REVIEWING THE STAGES OF AN ARTIFICIAL INTELLIGENCE MODEL CREATION AT PRODUCING CHATBOTS

Published:2021-06-30 Issue:2 Volume:2021 Page:19-23
ISSN:2658-6436
Container-title:Automation and modeling in design and management
language:en
Short-container-title:

Author:

Ivanova Anastasiya¹,Kuz'menko Aleksandr¹,Filippov Rodion¹,Filippova Lyudmila¹,Sazonova Anna¹,Leonov Yuriy²

Affiliation:

1. Bryansk State Technical University

2. Bryanskiy gosudarstvennyy tehnicheskiy universitet

Abstract

The task of producing a chatbot based on a neural network supposes machine processing of the text, which in turn involves using various methods and techniques for analyzing phrases and sentences. The article considers the most popular solutions and models for data analysis in the text format: methods of lemmatization, vectorization, as well as machine learning methods. Particular attention is paid to the text processing techniques, after their analyzing the best method was identified and tested.

Publisher

Bryansk State Technical University BSTU

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