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Survey of Business Perception Based on Sentiment Analysis through Deep Neuronal Networks for Natural Language Processing

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Last updated: 04 Jan 2025

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Abstract

In recent years, the machine-learning field, deep neural networks has been an important topic of research, used in several disciplines such as pattern recognition, information retrieval, classification and natural language processing. Is in the last that this paper it's going to be our principal topic, in this branch exist an specific task that in literature is called Sentiment Analysis were the principal function is to detect if an opinion is positive or negative. The paper shows how use this subset of the machine learning knowledge and use it for give us an insight in the question: what is the perception in a business or a product by means of the opinion of the consumers in social networks?

DOI

10.21608/iceeng.2016.30299

Keywords

Deep learning, natural language processing, Neural Networks, Machine Learning

Authors

First Name

Mónica

Last Name

Vargas

MiddleName

Patricia Pineda

Affiliation

Ing., Universidad Distrital Francisco José de Caldas, Universidad Nacional de Colombia, Bogotá D.C., Colombia

Email

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City

-

Orcid

-

First Name

Miguel

Last Name

Díaz

MiddleName

Alexander Chitiva

Affiliation

Ing., Universidad Distrital Francisco José de Caldas, Universidad Nacional de Colombia, Bogotá D.C., Colombia

Email

-

City

-

Orcid

-

First Name

Brayan

Last Name

Daza

MiddleName

S. Reyes

Affiliation

Ing., Universidad Distrital Francisco José de Caldas, Universidad Nacional de Colombia, Bogotá D.C., Colombia

Email

-

City

-

Orcid

-

First Name

Octavio

Last Name

Parra

MiddleName

J. Salcedo

Affiliation

Ing. PhD., Universidad Distrital Francisco José de Caldas, Universidad Nacional de Colombia, Bogotá D.C., Colombia

Email

-

City

-

Orcid

-

Volume

10

Article Issue

10th International Conference on Electrical Engineering ICEENG 2016

Related Issue

5244

Issue Date

2016-04-01

Receive Date

2019-04-17

Publish Date

2016-04-01

Page Start

1

Page End

8

Print ISSN

2636-4433

Online ISSN

2636-4441

Article File

ICEENG_Volume 10_Issue 10th International Conference on Electrical Engineering I….pdf

PDF . 655.9kB

Link

https://iceeng.journals.ekb.eg/article_30299.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=30299

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20

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Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Survey of Business Perception Based on Sentiment Analysis through Deep Neuronal Networks for Natural Language Processing

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Article

Created At

22 Jan 2023