Fight or flight: A temporal-causal analysis of the behavior of a bully-victim

Nizar A. Hirzalla, Thomas M. Maaiveld, Fakhra Jabeen

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

This paper presents a temporal-causal network model of a (cyber) bullying victim. Temporal-causal modeling is a tool for examining complex processes by modeling internal states of an agent to examine internal processes. Bullying is a social-cognitive process, that involves mental processes which may put victims at risk for short or long-term physical and psychosocial problems. The temporal causal model for bully-victim is simulated in accordance to react the bully by fight or fly strategy. Subsequently, parameter tuning and mathematical analysis techniques were applied to the simulations to verify and optimize them with respect to patterns derived from empirical literature.

Original languageEnglish
Title of host publicationComputational Collective Intelligence
Subtitle of host publication11th International Conference, ICCCI 2019, Proceedings
EditorsNgoc Thanh Nguyen, Richard Chbeir, Ernesto Exposito, Philippe Aniorté, Bogdan Trawinski, Ngoc Thanh Nguyen
PublisherSpringer Verlag
Pages154-166
Number of pages13
ISBN (Electronic)9783030283773
ISBN (Print)9783030283766
DOIs
Publication statusPublished - 2019
Event11th International Conference on Computational Collective Intelligence, ICCCI 2019 - Hendaye, France
Duration: 4 Sep 20196 Sep 2019

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11683 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Conference on Computational Collective Intelligence, ICCCI 2019
CountryFrance
CityHendaye
Period4/09/196/09/19

Fingerprint

Causal Model
Tuning
Internal
Parameter Tuning
Mathematical Analysis
Modeling
Network Model
Optimise
Verify
Simulation
Strategy

Keywords

  • Bullying
  • Cyberbullying
  • Peer victimization
  • Temporal-causal modeling

Cite this

Hirzalla, N. A., Maaiveld, T. M., & Jabeen, F. (2019). Fight or flight: A temporal-causal analysis of the behavior of a bully-victim. In N. T. Nguyen, R. Chbeir, E. Exposito, P. Aniorté, B. Trawinski, & N. T. Nguyen (Eds.), Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings (pp. 154-166). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11683 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-030-28377-3_13
Hirzalla, Nizar A. ; Maaiveld, Thomas M. ; Jabeen, Fakhra. / Fight or flight : A temporal-causal analysis of the behavior of a bully-victim. Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. editor / Ngoc Thanh Nguyen ; Richard Chbeir ; Ernesto Exposito ; Philippe Aniorté ; Bogdan Trawinski ; Ngoc Thanh Nguyen. Springer Verlag, 2019. pp. 154-166 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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Hirzalla, NA, Maaiveld, TM & Jabeen, F 2019, Fight or flight: A temporal-causal analysis of the behavior of a bully-victim. in NT Nguyen, R Chbeir, E Exposito, P Aniorté, B Trawinski & NT Nguyen (eds), Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11683 LNAI, Springer Verlag, pp. 154-166, 11th International Conference on Computational Collective Intelligence, ICCCI 2019, Hendaye, France, 4/09/19. https://doi.org/10.1007/978-3-030-28377-3_13

Fight or flight : A temporal-causal analysis of the behavior of a bully-victim. / Hirzalla, Nizar A.; Maaiveld, Thomas M.; Jabeen, Fakhra.

Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. ed. / Ngoc Thanh Nguyen; Richard Chbeir; Ernesto Exposito; Philippe Aniorté; Bogdan Trawinski; Ngoc Thanh Nguyen. Springer Verlag, 2019. p. 154-166 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11683 LNAI).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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AB - This paper presents a temporal-causal network model of a (cyber) bullying victim. Temporal-causal modeling is a tool for examining complex processes by modeling internal states of an agent to examine internal processes. Bullying is a social-cognitive process, that involves mental processes which may put victims at risk for short or long-term physical and psychosocial problems. The temporal causal model for bully-victim is simulated in accordance to react the bully by fight or fly strategy. Subsequently, parameter tuning and mathematical analysis techniques were applied to the simulations to verify and optimize them with respect to patterns derived from empirical literature.

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Hirzalla NA, Maaiveld TM, Jabeen F. Fight or flight: A temporal-causal analysis of the behavior of a bully-victim. In Nguyen NT, Chbeir R, Exposito E, Aniorté P, Trawinski B, Nguyen NT, editors, Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Springer Verlag. 2019. p. 154-166. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-030-28377-3_13