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Corpus Analysis of COVID-19 Related Loneliness on Twitter

  • Chereen Shurafa
  • , Wajdi Zaghouani*
  • *Corresponding author for this work
  • Northwestern University in Qatar

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

Abstract

Loneliness is a complex mental health issue involving feelings of isolation, disconnectedness, and a lack of purpose in life. The coronavirus disease-19 (COVID-19) pandemic and lockdowns significantly increased social isolation, contributing to a global rise in loneliness on social online platforms. However, research on mental health expressions in Arabic on social media is limited, exacerbating the lack of understanding of loneliness and mental health issues in these communities. Stigma and societal resistance in the Middle East hinder individuals from seeking mental health support, particularly noticeable amidst the challenges of the pandemic. Thus, this study aimed to conduct a corpus analysis of an open-source dataset to gain insights into the origin of how loneliness was expressed in Arabic on Twitter during the initial months of COVID-19 regulations and explored temporal trends to enhance comprehension of the prevalence of loneliness and mental health struggles during the initial months of the pandemic.

Original languageEnglish
Title of host publicationArabic Language Processing: From Theory To Practice, Icalp 2023, Pt Ii
Subtitle of host publicationFrom Theory to Practice - 8th International Conference, ICALP 2023, Proceedings
EditorsB Hdioud, SL Aouragh
PublisherSpringer Science and Business Media Deutschland GmbH
Pages80-93
Number of pages14
Volume2340
ISBN (Electronic)978-3-031-80438-0
ISBN (Print)9783031804373
DOIs
Publication statusPublished - Feb 2025
Event8th International Conference on Arabic Language Processing, ICALP 2023 - Rabat, Morocco
Duration: 19 Apr 2024 → 20 Apr 2024

Publication series

NameCommunications In Computer And Information Science

Conference

Conference8th International Conference on Arabic Language Processing, ICALP 2023
Country/TerritoryMorocco
CityRabat
Period19/04/24 → 20/04/24

Keywords

  • Arabic
  • Corpus Analysis
  • Covid-19
  • Loneliness
  • Thematic Analysis
  • Twitter

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