Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media

Hansi Hettiarachchi; Mariam Adedoyin-Olowe; Jagdev Bhogal; Mohamed Medhat Gaber

doi:10.1109/DSAA53316.2021.9564110

Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media

Hansi Hettiarachchi, Mariam Adedoyin-Olowe, Jagdev Bhogal, Mohamed Medhat Gaber

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

Original language	English
Title of host publication	2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665420990
DOIs	https://doi.org/10.1109/DSAA53316.2021.9564110
Publication status	Published (VoR) - 2021
Event	8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021 - Virtual, Online, Portugal Duration: 6 Oct 2021 → 9 Oct 2021

Publication series

Name	2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021

Conference

Conference	8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021
Country/Territory	Portugal
City	Virtual, Online
Period	6/10/21 → 9/10/21

Keywords

Dendrogram
Hierarchical clustering
Social media
Vocabulary
Word embedding

Access to Document

10.1109/DSAA53316.2021.9564110

Cite this

Hettiarachchi, H., Adedoyin-Olowe, M., Bhogal, J., & Gaber, M. M. (2021). Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media. In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021 (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DSAA53316.2021.9564110

Hettiarachchi, Hansi ; Adedoyin-Olowe, Mariam ; Bhogal, Jagdev et al. / Embed2Detect : Temporally Clustered Embedded Words for Event Detection in Social Media. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021).

@inproceedings{f3b05ca3294c41fa8dfdb4732abcef3f,

title = "Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media",

keywords = "Dendrogram, Hierarchical clustering, Social media, Vocabulary, Word embedding",

author = "Hansi Hettiarachchi and Mariam Adedoyin-Olowe and Jagdev Bhogal and Gaber, {Mohamed Medhat}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021 ; Conference date: 06-10-2021 Through 09-10-2021",

year = "2021",

doi = "10.1109/DSAA53316.2021.9564110",

language = "English",

series = "2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021",

}

Hettiarachchi, H, Adedoyin-Olowe, M , Bhogal, J & Gaber, MM 2021, Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media. in 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021, Institute of Electrical and Electronics Engineers Inc., 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Virtual, Online, Portugal, 6/10/21. https://doi.org/10.1109/DSAA53316.2021.9564110

Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media. / Hettiarachchi, Hansi; Adedoyin-Olowe, Mariam ; Bhogal, Jagdev et al.
2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021).

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

TY - GEN

T1 - Embed2Detect

T2 - 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021

AU - Hettiarachchi, Hansi

AU - Adedoyin-Olowe, Mariam

AU - Bhogal, Jagdev

AU - Gaber, Mohamed Medhat

PY - 2021

Y1 - 2021

KW - Dendrogram

KW - Hierarchical clustering

KW - Social media

KW - Vocabulary

KW - Word embedding

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UR - http://www.scopus.com/inward/citedby.url?scp=85126140601&partnerID=8YFLogxK

U2 - 10.1109/DSAA53316.2021.9564110

DO - 10.1109/DSAA53316.2021.9564110

M3 - Conference contribution

AN - SCOPUS:85126140601

T3 - 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021

BT - 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 6 October 2021 through 9 October 2021

ER -

Hettiarachchi H, Adedoyin-Olowe M , Bhogal J, Gaber MM. Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media. In 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021). doi: 10.1109/DSAA53316.2021.9564110

Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media

Publication series

Conference

Keywords

Access to Document

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