Prototype to perform audit in social networks to determine cyberbullying

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

doi:10.1109/WorldS450073.2020.9210335

Prototype to perform audit in social networks to determine cyberbullying

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

Computing, Security And Information Technology For A Globalized World (CSITGW)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión 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 original	Inglés
Título de la publicación alojada	Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020
Editores	Xin-She Yang, Simon James Fong, Segundo Moises Toapanta, Ion Andronache, Niko Phillips
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	145-153
Número de páginas	9
ISBN (versión digital)	9781728168234
DOI	https://doi.org/10.1109/WorldS450073.2020.9210335
Estado	Publicada - jul. 2020
Evento	2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020 - Virtual, London, Reino Unido Duración: 27 jul. 2020 → 28 jul. 2020

Serie de la publicación

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

Conferencia

Conferencia	2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020
País/Territorio	Reino Unido
Ciudad	Virtual, London
Período	27/07/20 → 28/07/20

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.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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10.1109/WorldS450073.2020.9210335

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Toapanta Toapanta, S. M., Monar, J. A. R., & Mafla Gallegos, L. E. (2020). Prototype to perform audit in social networks to determine cyberbullying. En X.-S. Yang, S. J. Fong, S. M. Toapanta, I. Andronache, & N. Phillips (Eds.), Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020 (pp. 145-153). Artículo 9210335 (Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WorldS450073.2020.9210335

Toapanta Toapanta, Segundo Moises ; Monar, John Angelo Recalde ; Mafla Gallegos, Luis Enrique . / Prototype to perform audit in social networks to determine cyberbullying. Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020. editor / Xin-She Yang ; Simon James Fong ; Segundo Moises Toapanta ; Ion Andronache ; Niko Phillips. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 145-153 (Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020).

@inproceedings{90b15a99bf0a45ca8ff0319e7651e0e6,

title = "Prototype to perform audit in social networks to determine cyberbullying",

abstract = "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.",

keywords = "Audit on Social Networks, Cyber harassment, Cyberbullying, Information Security, Prototype of Audit",

author = "{Toapanta Toapanta}, {Segundo Moises} and Monar, {John Angelo Recalde} and {Mafla Gallegos}, {Luis Enrique}",

note = "Funding Information: The authors thank to Universidad Polit?cnica Salesiana del Ecuador, to the research group of the Guayaquil. Publisher Copyright: {\textcopyright} 2020 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020 ; Conference date: 27-07-2020 Through 28-07-2020",

year = "2020",

month = jul,

doi = "10.1109/WorldS450073.2020.9210335",

language = "English",

series = "Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "145--153",

editor = "Xin-She Yang and Fong, {Simon James} and Toapanta, {Segundo Moises} and Ion Andronache and Niko Phillips",

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Toapanta Toapanta, SM, Monar, JAR & Mafla Gallegos, LE 2020, Prototype to perform audit in social networks to determine cyberbullying. En X-S Yang, SJ Fong, SM Toapanta, I Andronache & N Phillips (eds.), Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020., 9210335, Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020, Institute of Electrical and Electronics Engineers Inc., pp. 145-153, 2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020, Virtual, London, Reino Unido, 27/07/20. https://doi.org/10.1109/WorldS450073.2020.9210335

Prototype to perform audit in social networks to determine cyberbullying. / Toapanta Toapanta, Segundo Moises ; Monar, John Angelo Recalde; Mafla Gallegos, Luis Enrique .
Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020. ed. / Xin-She Yang; Simon James Fong; Segundo Moises Toapanta; Ion Andronache; Niko Phillips. Institute of Electrical and Electronics Engineers Inc., 2020. p. 145-153 9210335 (Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - Prototype to perform audit in social networks to determine cyberbullying

AU - Toapanta Toapanta, Segundo Moises

AU - Monar, John Angelo Recalde

AU - Mafla Gallegos, Luis Enrique

N1 - 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.

PY - 2020/7

Y1 - 2020/7

N2 - 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.

AB - 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.

KW - Audit on Social Networks

KW - Cyber harassment

KW - Cyberbullying

KW - Information Security

KW - Prototype of Audit

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U2 - 10.1109/WorldS450073.2020.9210335

DO - 10.1109/WorldS450073.2020.9210335

M3 - Conference contribution

AN - SCOPUS:85095678580

T3 - Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020

SP - 145

EP - 153

BT - Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020

A2 - Yang, Xin-She

A2 - Fong, Simon James

A2 - Toapanta, Segundo Moises

A2 - Andronache, Ion

A2 - Phillips, Niko

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020

Y2 - 27 July 2020 through 28 July 2020

ER -

Toapanta Toapanta SM, Monar JAR, Mafla Gallegos LE. Prototype to perform audit in social networks to determine cyberbullying. En Yang XS, Fong SJ, Toapanta SM, Andronache I, Phillips N, editores, Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 145-153. 9210335. (Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability, WS4 2020). doi: 10.1109/WorldS450073.2020.9210335

Prototype to perform audit in social networks to determine cyberbullying

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