Computational analysis of bullying behavior in the social media era

F. Jabeen; J. Treur

doi:10.1007/978-3-319-98443-8_18

Computational analysis of bullying behavior in the social media era

F. Jabeen, J. Treur^*

^*Corresponding author for this work

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

Internet and cyber-technology have played an important positive role but it also served as a venue for cyber-bullying. This paper presents a computational model for online bullying. Its evaluation was done by simulation experiments and mathematical analysis, in comparison to expected patterns from the empirical literature. This model may provide useful input to build a support system to avoid this negative social behavior within society.

Original language	English
Title of host publication	Computational Collective Intelligence
Subtitle of host publication	10th International Conference, ICCCI 2018, Proceedings
Editors	Ngoc Thanh Nguyen, Elias Pimenidis, Zaheer Khan, Bogdan Trawinski
Publisher	Springer/Verlag
Pages	192-205
Number of pages	14
Volume	1
ISBN (Electronic)	9783319984438
ISBN (Print)	9783319984421
DOIs	https://doi.org/10.1007/978-3-319-98443-8_18
Publication status	Published - 2018
Event	10th International Conference on Computational Collective Intelligence, ICCCI 2018 - Bristol, United Kingdom Duration: 5 Sep 2018 → 7 Sep 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11055 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	10th International Conference on Computational Collective Intelligence, ICCCI 2018
Country/Territory	United Kingdom
City	Bristol
Period	5/09/18 → 7/09/18

Keywords

Cyberbullying
Online perpetration
Temporal causal network

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-3-319-98443-8_18

https://www.researchgate.net/publication/325615939_Computational_Analysis_of_Bullying_Behavior_in_the_Social_Media_Era

Cite this

Jabeen, F., & Treur, J. (2018). Computational analysis of bullying behavior in the social media era. In N. T. Nguyen, E. Pimenidis, Z. Khan, & B. Trawinski (Eds.), Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings (Vol. 1, pp. 192-205). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11055 LNAI). Springer/Verlag. https://doi.org/10.1007/978-3-319-98443-8_18

Jabeen, F. ; Treur, J. / Computational analysis of bullying behavior in the social media era. Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. editor / Ngoc Thanh Nguyen ; Elias Pimenidis ; Zaheer Khan ; Bogdan Trawinski. Vol. 1 Springer/Verlag, 2018. pp. 192-205 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Computational analysis of bullying behavior in the social media era",

abstract = "Internet and cyber-technology have played an important positive role but it also served as a venue for cyber-bullying. This paper presents a computational model for online bullying. Its evaluation was done by simulation experiments and mathematical analysis, in comparison to expected patterns from the empirical literature. This model may provide useful input to build a support system to avoid this negative social behavior within society.",

keywords = "Cyberbullying, Online perpetration, Temporal causal network",

author = "F. Jabeen and J. Treur",

year = "2018",

doi = "10.1007/978-3-319-98443-8_18",

language = "English",

isbn = "9783319984421",

volume = "1",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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editor = "Nguyen, {Ngoc Thanh} and Elias Pimenidis and Zaheer Khan and Bogdan Trawinski",

booktitle = "Computational Collective Intelligence",

note = "10th International Conference on Computational Collective Intelligence, ICCCI 2018 ; Conference date: 05-09-2018 Through 07-09-2018",

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Jabeen, F & Treur, J 2018, Computational analysis of bullying behavior in the social media era. in NT Nguyen, E Pimenidis, Z Khan & B Trawinski (eds), Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. vol. 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11055 LNAI, Springer/Verlag, pp. 192-205, 10th International Conference on Computational Collective Intelligence, ICCCI 2018, Bristol, United Kingdom, 5/09/18. https://doi.org/10.1007/978-3-319-98443-8_18

Computational analysis of bullying behavior in the social media era. / Jabeen, F.; Treur, J.

Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. ed. / Ngoc Thanh Nguyen; Elias Pimenidis; Zaheer Khan; Bogdan Trawinski. Vol. 1 Springer/Verlag, 2018. p. 192-205 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11055 LNAI).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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AU - Treur, J.

PY - 2018

Y1 - 2018

N2 - Internet and cyber-technology have played an important positive role but it also served as a venue for cyber-bullying. This paper presents a computational model for online bullying. Its evaluation was done by simulation experiments and mathematical analysis, in comparison to expected patterns from the empirical literature. This model may provide useful input to build a support system to avoid this negative social behavior within society.

AB - Internet and cyber-technology have played an important positive role but it also served as a venue for cyber-bullying. This paper presents a computational model for online bullying. Its evaluation was done by simulation experiments and mathematical analysis, in comparison to expected patterns from the empirical literature. This model may provide useful input to build a support system to avoid this negative social behavior within society.

KW - Cyberbullying

KW - Online perpetration

KW - Temporal causal network

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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A2 - Pimenidis, Elias

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Jabeen F, Treur J. Computational analysis of bullying behavior in the social media era. In Nguyen NT, Pimenidis E, Khan Z, Trawinski B, editors, Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. Vol. 1. Springer/Verlag. 2018. p. 192-205. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-98443-8_18

Computational analysis of bullying behavior in the social media era

Abstract

Publication series

Conference

Keywords

UN SDGs

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