KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection

Lanyu Shang; Christina Youn; Yuheng Zha; Yang Zhang; Dong Wang

doi:10.1109/eScience51609.2021.00029

KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection

Lanyu Shang
, Christina Youn
, Yuheng Zha
, Yang Zhang
, Dong Wang

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

Original language	English
Title of host publication	Proceedings - IEEE 17th International Conference on eScience, eScience 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	186-195
Number of pages	10
ISBN (Electronic)	9781665403610
DOIs	https://doi.org/10.1109/eScience51609.2021.00029
State	Published - Sep 2021
Externally published	Yes
Event	17th IEEE International Conference on eScience, eScience 2021 - Virtual, Online, Austria Duration: Sep 20 2021 → Sep 23 2021

Publication series

Name	Proceedings - IEEE 17th International Conference on eScience, eScience 2021

Conference

Conference	17th IEEE International Conference on eScience, eScience 2021
Country/Territory	Austria
City	Virtual, Online
Period	9/20/21 → 9/23/21

ASJC Scopus Subject Areas

Computer Science (miscellaneous)
Artificial Intelligence
Computer Networks and Communications
Hardware and Architecture
Information Systems and Management
Safety, Risk, Reliability and Quality

Keywords

Hate Speech
Knowledge Base
Offensive Meme
Online Social Media

Access to Document

10.1109/eScience51609.2021.00029

Cite this

Shang, L., Youn, C., Zha, Y., Zhang, Y., & Wang, D. (2021). KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection. In Proceedings - IEEE 17th International Conference on eScience, eScience 2021 (pp. 186-195). (Proceedings - IEEE 17th International Conference on eScience, eScience 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/eScience51609.2021.00029

KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection. / Shang, Lanyu; Youn, Christina; Zha, Yuheng et al.
Proceedings - IEEE 17th International Conference on eScience, eScience 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 186-195 (Proceedings - IEEE 17th International Conference on eScience, eScience 2021).

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

Shang, L, Youn, C, Zha, Y, Zhang, Y & Wang, D 2021, KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection. in Proceedings - IEEE 17th International Conference on eScience, eScience 2021. Proceedings - IEEE 17th International Conference on eScience, eScience 2021, Institute of Electrical and Electronics Engineers Inc., pp. 186-195, 17th IEEE International Conference on eScience, eScience 2021, Virtual, Online, Austria, 9/20/21. https://doi.org/10.1109/eScience51609.2021.00029

Shang L, Youn C, Zha Y, Zhang Y, Wang D. KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection. In Proceedings - IEEE 17th International Conference on eScience, eScience 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 186-195. (Proceedings - IEEE 17th International Conference on eScience, eScience 2021). doi: 10.1109/eScience51609.2021.00029

Shang, Lanyu ; Youn, Christina ; Zha, Yuheng et al. / KnowMeme : A knowledge-enriched graph neural network solution to offensive meme detection. Proceedings - IEEE 17th International Conference on eScience, eScience 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 186-195 (Proceedings - IEEE 17th International Conference on eScience, eScience 2021).

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title = "KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection",

keywords = "Hate Speech, Knowledge Base, Offensive Meme, Online Social Media",

author = "Lanyu Shang and Christina Youn and Yuheng Zha and Yang Zhang and Dong Wang",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 17th IEEE International Conference on eScience, eScience 2021 ; Conference date: 20-09-2021 Through 23-09-2021",

year = "2021",

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language = "English",

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AU - Shang, Lanyu

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AU - Wang, Dong

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KW - Knowledge Base

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KW - Online Social Media

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BT - Proceedings - IEEE 17th International Conference on eScience, eScience 2021

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KnowMeme: A knowledge-enriched graph neural network solution to offensive meme detection

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this