A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection

Jamal Alasadi; Ramanathan Arunachalam; Pradeep K. Atrey; Vivek K. Singh

doi:10.1109/BigMM50055.2020.00032

A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection

Jamal Alasadi, Ramanathan Arunachalam, Pradeep K. Atrey, Vivek K. Singh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	166-173
Number of pages	8
ISBN (Electronic)	9781728193250
DOIs	https://doi.org/10.1109/BigMM50055.2020.00032
State	Published - Sep 2020
Externally published	Yes
Event	6th IEEE International Conference on Multimedia Big Data, BigMM 2020 - New Delhi, India Duration: Sep 24 2020 → Sep 26 2020

Publication series

Name	Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020

Conference

Conference	6th IEEE International Conference on Multimedia Big Data, BigMM 2020
Country/Territory	India
City	New Delhi
Period	9/24/20 → 9/26/20

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition
Information Systems
Information Systems and Management
Media Technology

Keywords

Bayesian Fusion
Bias in Machine Learning
Cyberbullying Detection
Fairness
Multimedia Fusion

Access to Document

10.1109/BigMM50055.2020.00032

Cite this

Alasadi, J., Arunachalam, R., Atrey, P. K., & Singh, V. K. (2020). A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. In Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020 (pp. 166-173). Article 9232508 (Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigMM50055.2020.00032

A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. / Alasadi, Jamal; Arunachalam, Ramanathan; Atrey, Pradeep K. et al.
Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 166-173 9232508 (Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Alasadi, J, Arunachalam, R, Atrey, PK & Singh, VK 2020, A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. in Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020., 9232508, Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020, Institute of Electrical and Electronics Engineers Inc., pp. 166-173, 6th IEEE International Conference on Multimedia Big Data, BigMM 2020, New Delhi, India, 9/24/20. https://doi.org/10.1109/BigMM50055.2020.00032

Alasadi J, Arunachalam R, Atrey PK, Singh VK. A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. In Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 166-173. 9232508. (Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020). doi: 10.1109/BigMM50055.2020.00032

Alasadi, Jamal ; Arunachalam, Ramanathan ; Atrey, Pradeep K. et al. / A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection. Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 166-173 (Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020).

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title = "A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection",

keywords = "Bayesian Fusion, Bias in Machine Learning, Cyberbullying Detection, Fairness, Multimedia Fusion",

author = "Jamal Alasadi and Ramanathan Arunachalam and Atrey, {Pradeep K.} and Singh, {Vivek K.}",

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doi = "10.1109/BigMM50055.2020.00032",

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BT - Proceedings - 2020 IEEE 6th International Conference on Multimedia Big Data, BigMM 2020

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A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this