مؤتمر
Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool
| العنوان: | Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool |
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| المؤلفون: | Zavolokina, Liudmila, Sprenkamp, Kilian, Katashinskaya, Zoya, Jones, Daniel Gordon, Schwabe, Gerhard |
| المصدر: | Zavolokina, Liudmila; Sprenkamp, Kilian; Katashinskaya, Zoya; Jones, Daniel Gordon; Schwabe, Gerhard (2024). Think Fast, Think Slow, Think Critical: Designing an Automated Propaganda Detection Tool. In: CHI '24: CHI Conference on Human Factors in Computing Systems, Honolulu, USA, 11 May 2024 - 16 May 2024. ACM Digital library, 491. |
| بيانات النشر: | ACM Digital library |
| سنة النشر: | 2024 |
| المجموعة: | University of Zurich (UZH): ZORA (Zurich Open Repository and Archive |
| مصطلحات موضوعية: | Digital Society Initiative, Department of Informatics, 000 Computer science, knowledge & systems |
| الوصف: | In today’s digital age, characterized by rapid news consumption and increasing vulnerability to propaganda, fostering citizens' critical thinking is crucial for stable democracies. This paper introduces the design of ClarifAI, a novel automated propaganda detection tool designed to nudge readers towards more critical news consumption by activating the analytical mode of thinking, following Kahneman's dual-system theory of cognition. Using Large Language Models, ClarifAI detects propaganda in news articles and provides context-rich explanations, enhancing users' understanding and critical thinking. Our contribution is threefold: first, we propose the design of ClarifAI; second, in an online experiment, we demonstrate that this design effectively encourages news readers to engage in more critical reading; and third, we emphasize the value of explanations for fostering critical thinking. The study thus offers both a practical tool and useful design knowledge for mitigating propaganda in digital news. |
| نوع الوثيقة: | conference object |
| وصف الملف: | application/pdf |
| اللغة: | English |
| ردمك: | 979-84-00-70330-0 |
| العلاقة: | https://www.zora.uzh.ch/id/eprint/258939/1/chi24_909.pdfTest; urn:isbn:979-8-4007-0330-0 |
| DOI: | 10.5167/uzh-258939 |
| DOI: | 10.1145/3613904.3642805 |
| الإتاحة: | https://doi.org/10.5167/uzh-25893910.1145/3613904.3642805Test https://www.zora.uzh.ch/id/eprint/258939Test/ https://www.zora.uzh.ch/id/eprint/258939/1/chi24_909.pdfTest |
| حقوق: | info:eu-repo/semantics/openAccess ; Creative Commons: Attribution 4.0 International (CC BY 4.0) ; http://creativecommons.org/licenses/by/4.0Test/ |
| رقم الانضمام: | edsbas.2C39B1CD |
| قاعدة البيانات: | BASE |
| ردمك: | 9798400703300 |
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| DOI: | 10.5167/uzh-258939 |