Redrawing the Lines Against Disinformation: How AI Is Shaping the Present and Future of Fact-checking

被引:2
|
作者
Gutierrez-Caneda, Beatriz [1 ]
Vazquez-Herrero, Jorge [1 ]
机构
[1] Univ Santiago Compostela, Fac Commun Sci, Santiago, Spain
来源
TRIPODOS | 2024年 / 55期
关键词
fact-checking; artificial intelligence; hi-tech journalism; disinformation; ARTIFICIAL-INTELLIGENCE; DIGITAL JOURNALISM; NEWS; PLATFORMS; IMPACT;
D O I
10.51698/tripodos.2024.55.04
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
Artificial intelligence is changing the way our world works, and the journalism and communication field is no exception. The development of high technologies such as NLP or machine learning has modified professional routines, work profiles, and business models. Fact-checking initiatives, which have long battled disinformation, now face a complex context where misleading content grows faster than ever. In this situation, artificial intelligence, or AI, can be a double-edged sword. On the one side, AI-generated content can be created faster than regular content; therefore, there is a huge volume of data to be analysed by fact-checkers. Furthermore, NLP software is not always as reliable as it might be expected. It tends to 'hallucinate', creating more misleading content and hoaxes. On the other hand, AI can be a helpful tool in fighting disinformation. This paper analyses 10 independent international fact-checking initiatives through case analysis and questionnaires with fact-checkers. Results show that these sites use AI during different stages of their routines, accelerating processes, simplifying tasks and improving the accuracy of fact-checking results. AI integration shows some risks related to economic restrictions, platform limitations, media distrust, and inequity between countries. To conclude, this research also demonstrates that journalists are still in the loop about fact-checking sites, but more tech profiles and better skills are required.
引用
收藏
页码:55 / 74
页数:20
相关论文
共 50 条
  • [21] Fact-Checking Interventions as Counteroffensives to Disinformation Growth: Standards, Values, and Practices in Latin America and Spain
    Moreno-Gil, Victoria
    Ramon, Xavier
    Rodriguez-Martinez, Ruth
    MEDIA AND COMMUNICATION, 2021, 9 (01): : 251 - 263
  • [23] How do online users respond to crowdsourced fact-checking?
    Folco Panizza
    Piero Ronzani
    Tiffany Morisseau
    Simone Mattavelli
    Carlo Martini
    Humanities and Social Sciences Communications, 10
  • [24] Beyond Fake News and Fact-Checking: A Special Issue to Understand the Political, Social and Technological Consequences of the Battle against Misinformation and Disinformation
    Araujo, Jose Ruas
    Wihbey, John P.
    Barredo-Ibanez, Daniel
    JOURNALISM AND MEDIA, 2022, 3 (02): : 254 - 256
  • [25] The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who
    Schlichtkrull, Michael
    Ousidhoum, Nedjma
    Vlachos, Andreas
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EMNLP 2023), 2023, : 8618 - 8642
  • [26] Debunking Political Disinformation through Journalists' Perceptions: An Analysis of Colombia's Fact-Checking News Practices
    Rodriguez-Perez, Carlos
    Paniagua-Rojano, Francisco J.
    Magallon-Rosa, Raul
    MEDIA AND COMMUNICATION, 2021, 9 (01): : 264 - 275
  • [27] Health disinformation in the post-pandemic: an analysis from the fact-checking platform Agência Lupa
    Tavares, Leonardo Pereira
    Brasileiro, Fellipe Sa
    de Brito, Higor Costa
    ENCONTROS BIBLI-REVISTA ELETRONICA DE BIBLIOTECONOMIA E CIENCIA DA INFORMACAO, 2024, 29
  • [28] Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?
    Saeed, Mohammed
    Traub, Nicolas
    Nicolas, Maelle
    Demartini, Gianluca
    Papotti, Paolo
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2022, 2022, : 1736 - 1746
  • [29] Fact-checking in war: Types of hoaxes and trends from a year of disinformation in the Russo-Ukrainian war
    Magallon-Rosa, Raul
    Fernandez-Castrillo, Carolina
    Garriga, Miriam
    PROFESIONAL DE LA INFORMACION, 2023, 32 (05):
  • [30] VERIFIC.AI APPLICATION: automated fact-checking in Brazilian 2018 general elections
    Rocha Junior, Dario Brito
    Da Cunha Carneiro Lins, Anthony Jose
    Ferreira De Souza, Alice Cristiny
    De Oliveira Liborio, Luiz Felipe
    De Brito Leitao, Andre Henrique
    Souza Santos, Flavio Henrique
    BRAZILIAN JOURNALISM RESEARCH, 2019, 15 (03) : 514 - 539