Prototype to perform audit in social networks to determine cyberbullying

Segundo Moises Toapanta Toapanta, John Angelo Recalde Monar, Luis Enrique Mafla Gallegos

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

It was analyzed information on references to cyberbullying in social networks, text analysis, harassment detection, factors and behavior. The problem is the lack of auditing models on social networks that generate reliable information to determine cyberbullying. The objective of this research is to develop a prototype to perform audits on social networks to determine cyberbullying. It was used the deductive method and exploratory research to identify proposals that detect cyberbullying on social networks. It resulted in an Architecture prototype to perform audits on social networks to determine cyberbullying and an Algorithm prototype to perform audits on social networks to determine cyberbullying expressed in a flow chart. It was concluded that the algorithm prototype obtains valid information from social networks in a clear and precise way through the classification and weight of the offensive text; the prototype obtained 93.80% of average performance.

Idioma originalInglés
Título de la publicación alojadaProceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020
EditoresXin-She Yang, Simon James Fong, Segundo Moises Toapanta, Ion Andronache, Niko Phillips
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas145-153
Número de páginas9
ISBN (versión digital)9781728168234
DOI
EstadoPublicada - jul 2020
Evento2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020 - Virtual, London, Reino Unido
Duración: 27 jul 202028 jul 2020

Serie de la publicación

NombreProceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020

Conferencia

Conferencia2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020
País/TerritorioReino Unido
CiudadVirtual, London
Período27/07/2028/07/20

Nota bibliográfica

Funding Information:
The authors thank to Universidad Polit?cnica Salesiana del Ecuador, to the research group of the Guayaquil.

Publisher Copyright:
© 2020 IEEE.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

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