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Blogs as a collective war diary

Published: 11 February 2012 Publication History

Abstract

Disaster-related research in human-centered computing has typically focused on the shorter-term, emergency period of a disaster event, whereas effects of some crises are long-term, lasting years. Social media archived on the Internet provides researchers the opportunity to examine societal reactions to a disaster over time. In this paper we examine how blogs written during a protracted conflict might reflect a collective view of the event. The sheer amount of data originating from the Internet about a significant event poses a challenge to researchers; we employ topic modeling and pronoun analysis as methods to analyze such large-scale data. First, we discovered that blog war topics temporally tracked the actual, measurable violence in the society suggesting that blog content can be an indicator of the health or state of the affected population. We also found that people exhibited a collective identity when they blogged about war, as evidenced by a higher use of first-person plural pronouns compared to blogging on other topics. Blogging about daily life decreased as violence in the society increased; when violence waned, there was a resurgence of daily life topics, potentially illustrating how a society returns to normalcy.

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cover image ACM Conferences
CSCW '12: Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
February 2012
1460 pages
ISBN:9781450310864
DOI:10.1145/2145204
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 11 February 2012

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Author Tags

  1. blogs
  2. collective identity
  3. crisis
  4. crisis informatics
  5. longitudinal study
  6. topic modeling
  7. war

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February 11 - 15, 2012
Washington, Seattle, USA

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CSCW '12 Paper Acceptance Rate 164 of 415 submissions, 40%;
Overall Acceptance Rate 2,235 of 8,521 submissions, 26%

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  • (2024)Digital war diaries: Witnessing the 2022 Russian War against UkraineMemory, Mind & Media10.1017/mem.2024.113Online publication date: 30-May-2024
  • (2023)Identity Struggles as Online Activism in China: A Case Study Based on "The Inviting Plan for 985 Fives" Community on DoubanProceedings of the ACM on Human-Computer Interaction10.1145/36100707:CSCW2(1-25)Online publication date: 4-Oct-2023
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