Automatic Cyberbullying Detection: Emerging Research and Opportunities

Automatic Cyberbullying Detection: Emerging Research and Opportunities

Author: Ptaszynski, Michal E.

Publisher: IGI Global

ISBN: 9781522552505

Category: Family & Relationships

Page: 180

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Due to the prevalence of social network service and social media, the problem of cyberbullying has risen to the forefront as a major social issue over the last decade. Internet hate, harassment, cyberstalking, cyberbullying—these terms, which were almost unknown 10 years ago—are in the everyday lexicon of all internet users. Unfortunately, it is becoming increasingly difficult to undertake continuous surveillance of websites as new ones are appearing daily. Methods for automatic detection and mitigation for online bullying have become necessary in order to protect the online user experience. Automatic Cyberbullying Detection: Emerging Research and Opportunities provides innovative insights into online bullying and methods of early identification, mitigation, and prevention of harassing speech and activity. Explanations and reasoning for each of these applied methods are provided as well as their pros and cons when applied to the language of online bullying. Also included are some generalizations of cyberbullying as a phenomenon and how to approach the problem from a practical technology-backed point of view. The content within this publication represents the work of deep learning, language modeling, and web mining. It is designed for academicians, social media moderators, IT consultants, programmers, education administrators, researchers, and professionals and covers topics centered on identification methods and mitigation of internet hate and online harassment.
Automatic Cyberbullying Detection: Emerging Research and Opportunities
Language: en
Pages: 180
Authors: Ptaszynski, Michal E., Masui, Fumito
Categories: Family & Relationships
Type: BOOK - Published: 2018-11-02 - Publisher: IGI Global

Due to the prevalence of social network service and social media, the problem of cyberbullying has risen to the forefront as a major social issue over the last decade. Internet hate, harassment, cyberstalking, cyberbullying—these terms, which were almost unknown 10 years ago—are in the everyday lexicon of all internet users.
Intelligent Information and Database Systems
Language: en
Pages: 881
Authors: Ngoc Thanh Nguyen (Computer scientist), Suphamit Chittayasothorn, Dusit Niyato, Bogdan Trawiński
Categories: Application software
Type: BOOK - Published: 2021 - Publisher: Springer Nature

This book constitutes the refereed proceedings of the 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021, held in Phuket, Thailand, in April 2021.* The 67 full papers accepted for publication in these proceedings were carefully reviewed and selected from 291 submissions. The papers of the first volume
Reducing Cyberbullying in Schools
Language: en
Pages: 314
Authors: Marilyn Campbell, Sheri Bauman
Categories: Psychology
Type: BOOK - Published: 2017-10-26 - Publisher: Academic Press

Reducing Cyberbullying in Schools: International Evidence-Based Best Practices provides an accessible blend of academic rigor and practical application for mental health professionals, school administrators and educators, giving them a vital tool in stemming the problem of cyberbullying in school settings. It features a variety of international, evidence-based programs that can
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Cyberbullying and the Critical Importance of Educational Resources for Prevention and Intervention
Language: en
Pages: 323
Authors: Marzano, Gilberto, Lizut, Joanna
Categories: Family & Relationships
Type: BOOK - Published: 2019-05-15 - Publisher: IGI Global

The prevention of cyberbullying is an ongoing challenge due to the multifaceted nature of cyberbullying and the difficulties in realizing effective interventions that involve educational institutions, educators, and families. Enduring prevention programs through education need to be defined and take into account that the digital revolution changes the way and