Media Framing through the Lens of Event-Centric Narratives
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | , , , |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866914964295385088 |
|---|---|
| author | Das, Rohan Chandra, Aditya Lee, I-Ta Pacheco, Maria Leonor |
| author_facet | Das, Rohan Chandra, Aditya Lee, I-Ta Pacheco, Maria Leonor |
| contents | From a communications perspective, a frame defines the packaging of the language used in such a way as to encourage certain interpretations and to discourage others. For example, a news article can frame immigration as either a boost or a drain on the economy, and thus communicate very different interpretations of the same phenomenon. In this work, we argue that to explain framing devices we have to look at the way narratives are constructed. As a first step in this direction, we propose a framework that extracts events and their relations to other events, and groups them into high-level narratives that help explain frames in news articles. We show that our framework can be used to analyze framing in U.S. news for two different domains: immigration and gun control. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_03151 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Media Framing through the Lens of Event-Centric Narratives Das, Rohan Chandra, Aditya Lee, I-Ta Pacheco, Maria Leonor Computation and Language Social and Information Networks From a communications perspective, a frame defines the packaging of the language used in such a way as to encourage certain interpretations and to discourage others. For example, a news article can frame immigration as either a boost or a drain on the economy, and thus communicate very different interpretations of the same phenomenon. In this work, we argue that to explain framing devices we have to look at the way narratives are constructed. As a first step in this direction, we propose a framework that extracts events and their relations to other events, and groups them into high-level narratives that help explain frames in news articles. We show that our framework can be used to analyze framing in U.S. news for two different domains: immigration and gun control. |
| title | Media Framing through the Lens of Event-Centric Narratives |
| topic | Computation and Language Social and Information Networks |
| url | https://arxiv.org/abs/2410.03151 |