Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language

This research provides a perspective on the large amount of information shared by millions of people, who express feelings and opinions on social networks. This investigation gathered data from the social network Twitter, employing the API v2 during the month of June...

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Autores principales: Juan J. Soria, Geraldine De la Cruz, Tony Molina, Rosmery Ramos‐Sandoval
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: 2023
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author Juan J. Soria
Geraldine De la Cruz
Tony Molina
Rosmery Ramos‐Sandoval
author_browse Geraldine De la Cruz
Juan J. Soria
Rosmery Ramos‐Sandoval
Tony Molina
author_facet Juan J. Soria
Geraldine De la Cruz
Tony Molina
Rosmery Ramos‐Sandoval
author_sort Juan J. Soria
collection Producción científica
description This research provides a perspective on the large amount of information shared by millions of people, who express feelings and opinions on social networks. This investigation gathered data from the social network Twitter, employing the API v2 during the month of June...
format Book chapter
id oai:cris.upeu.edu.pe:20.500.15037/994
institution UPeU
language English
publishDate 2023
publishDateRange 2023
publishDateSort 2023
record_format dspace
spelling oai:cris.upeu.edu.pe:20.500.15037/9942026-11-02T22:34:06ZComparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish LanguageJuan J. SoriaGeraldine De la CruzTony MolinaRosmery Ramos‐SandovalSupport vector machineSentiment analysisArtificial intelligenceComputer scienceNaive Bayes classifierFeelingNatural language processingMachine learningSocial mediaContext (archaeology)PsychologyGeographyWorld Wide WebSocial psychologyArchaeologySupport vector machineSentiment analysisArtificial intelligenceComputer scienceNaive Bayes classifierFeelingNatural language processingMachine learningSocial mediaContext (archaeology)PsychologyGeographyWorld Wide WebSocial psychologyPhysical Sciences Computer Science Artificial Intelligence Sentiment Analysis and Opinion MiningSocial Sciences Social Sciences Communication Communication and COVID-19 ImpactThis research provides a perspective on the large amount of information shared by millions of people, who express feelings and opinions on social networks. This investigation gathered data from the social network Twitter, employing the API v2 during the month of June...Book chapter10.1007/978-3-031-21438-7_64https://hdl.handle.net/20.500.15037/994W4313531866enLecture notes in networks and systems2367-33702367-33892023-01-012026-06-13T09:42:35Z2026-06-13T09:42:35Z
spellingShingle Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Archaeology
Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Physical Sciences Computer Science Artificial Intelligence Sentiment Analysis and Opinion Mining
Social Sciences Social Sciences Communication Communication and COVID-19 Impact
Juan J. Soria
Geraldine De la Cruz
Tony Molina
Rosmery Ramos‐Sandoval
Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title_full Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title_fullStr Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title_full_unstemmed Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title_short Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
title_sort comparative approach of sentiment analysis algorithms to classify social media information gathering in the spanish language
topic Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Archaeology
Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Physical Sciences Computer Science Artificial Intelligence Sentiment Analysis and Opinion Mining
Social Sciences Social Sciences Communication Communication and COVID-19 Impact
topic_facet Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Archaeology
Support vector machine
Sentiment analysis
Artificial intelligence
Computer science
Naive Bayes classifier
Feeling
Natural language processing
Machine learning
Social media
Context (archaeology)
Psychology
Geography
World Wide Web
Social psychology
Physical Sciences Computer Science Artificial Intelligence Sentiment Analysis and Opinion Mining
Social Sciences Social Sciences Communication Communication and COVID-19 Impact
url https://hdl.handle.net/20.500.15037/994
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AT tonymolina comparativeapproachofsentimentanalysisalgorithmstoclassifysocialmediainformationgatheringinthespanishlanguage
AT rosmeryramossandoval comparativeapproachofsentimentanalysisalgorithmstoclassifysocialmediainformationgatheringinthespanishlanguage