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Collaborative Research: SaTC: CORE: Large: Rapid-Response Frameworks for Mitigating Online Disinformation

Collaborative Research: SaTC: CORE: Large: Rapid-Response Frameworks for Mitigating Online Disinformation
协作研究:SaTC:核心:大型:减少在线虚假信息的快速响应框架
批准号:
2120496
负责人:
Kate Starbird
金额:
$224.99万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-10-01 至 2026-09-30

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中文摘要
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英文摘要
Disinformation is a critical, pressing challenge for society. It diminishes our ability to respond to crisis events, including acts of terrorism and pandemics. It makes us vulnerable, as individuals, groups, and a society, to manipulation from foreign governments, financial opportunists, and a range of other bad actors. This problem, exacerbated by the design and widespread use of social media platforms, is inherently a problem of trust — disinformation undermines trust in information, science, democratic institutions, journalism, and in each other. This research advances our understanding of online disinformation and applies innovative approaches and collaboration infrastructure to address this challenge at a sophistication and pace on par with the dynamic and interdisciplinary nature of the challenge. Through the development, implementation of rapid response frameworks, the research team rapidly identifies disinformation campaigns and communicates those findings uniquely to diverse stakeholders in government, industry, media, and the broader public — helping to build societal resilience to this kind of manipulation.This research has three integrated components: 1) developing models and theories of how disinformation is seeded, cultivated, and spread that take into account the sociotechnical nature of the problem; 2) developing and applying innovative, rapid-analysis frameworks for responding to disinformation quickly; and 3) implementing and evaluating the impact of multi-stakeholder collaborations to address disinformation in real-time during real-world events. The work applies a mixed-method approach that integrates novel visualizations and network analysis to identify patterns and anomalies with qualitative analysis that reveals the meanings of those features. Extending from a rapid response approach, investigators are also developing and evaluating, using interviews and experiments, strategies for communicating these findings with diverse stakeholders. Conceptually, this research leverages theories of rumoring from sociology and social psychology and the growing body of literature related to online manipulation to shed light on the participatory dynamics of disinformation campaigns. In terms of impacts on scientific infrastructure, this effort builds collaboration frameworks that others can use to create their own systems for rapid response.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(6)
专著(0)
科研奖励(0)
会议论文
Repeat Spreaders and Election Delegitimization: A Comprehensive Dataset of Misinformation Tweets from the 2020 U.S. Election
重复传播者和选举非法化:2020 年美国大选错误信息推文的综合数据集
DOI: 10.51685/jqd.2022.013
发表时间: 2022
期刊: Journal of Quantitative Description: Digital Media
影响因子: --
作者: [Kennedy, Ian, Wack, Morgan, Beers, Andrew, Schafer, Joseph S., Garcia-Camargo, Isabella, Spiro, Emma S., Starbird, Kate]
通讯作者: Starbird, Kate
Mobilizing Manufactured Reality: How Participatory Disinformation Shaped Deep Stories to Catalyze Action during the 2020 U.S. Presidential Election
动员人造现实:参与性虚假信息如何塑造深层故事以催化 2020 年美国总统选举期间的行动
DOI: 10.1145/3579616
发表时间: 2023
期刊: Proceedings of the ACM on Human-Computer Interaction
影响因子: --
作者: [Prochaska, Stephen, Duskin, Kayla, Kharazian, Zarine, Minow, Carly, Blucker, Stephanie, Venuto, Sylvie, West, Jevin D., Starbird, Kate]
通讯作者: Starbird, Kate
Followback Clusters, Satellite Audiences, and Bridge Nodes: Coengagement Networks for the 2020 US Election
追随集群、卫星受众和桥梁节点:2020 年美国大选的共同参与网络
DOI: 10.1609/icwsm.v17i1.22126
发表时间: 2023
期刊: Proceedings of the International AAAI Conference on Web and Social Media
影响因子: --
作者: [Beers, Andrew, Schafer, Joseph S., Kennedy, Ian, Wack, Morgan, Spiro, Emma S., Starbird, Kate]
通讯作者: Starbird, Kate
Influence and Improvisation: Participatory Disinformation during the 2020 US Election
影响力与即兴发挥:2020 年美国大选期间的参与性虚假信息
DOI: 10.1177/20563051231177943
发表时间: 2023
期刊: Social Media + Society
影响因子: 5.2
作者: [Starbird, Kate, DiResta, Renée, DeButts, Matt]
通讯作者: DeButts, Matt
6
    WORKSHOP: The Doctoral Colloquium at the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2018)
    • 批准号:
      1830114
    • 项目类别:
      Standard Grant
    • 资助金额:
      $2.0万
    • 财政年份:
      2018
    • 负责人:
      Kate Starbird
    • 依托单位:
    CAREER: Unraveling Online Disinformation Trajectories: Applying and Translating a Mixed-Method Approach to Identify, Understand and Communicate Information Provenance
    • 批准号:
      1749815
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $55.0万
    • 财政年份:
      2018
    • 负责人:
      Kate Starbird
    • 依托单位:
    CRISP Type 2/Collaborative Research: Defining and Optimizing Societal Objectives for the Earthquake Risk Management of Critical Infrastructure
    • 批准号:
      1735539
    • 项目类别:
      Standard Grant
    • 资助金额:
      $46.42万
    • 财政年份:
      2017
    • 负责人:
      Kate Starbird
    • 依托单位:
    CHS: Small: Detecting Misinformation Flows in Social Media Spaces During Crisis Events
    • 批准号:
      1420255
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $46.76万
    • 财政年份:
      2014
    • 负责人:
      Kate Starbird
    • 依托单位:
    国内基金
    海外基金
    Research on Quantum Field Theory without a Lagrangian Description
    • 批准号:
      24ZR1403900
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2024
    • 负责人:
      SATOSHI NAWATA
    • 依托单位:
    Cell Research
    Cell Research
    Cell Research (细胞研究)