Curated Labeling.
<div><p>Where does visual media bias come from, and how is it reinforced? This study investigates the often overlooked interplay between the visual frames chosen by media outlets for politically charged news stories and how these frames are perceived by their audiences. Using computer vi...
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| مؤلفون آخرون: | |
| منشور في: |
2025
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1852016592335929344 |
|---|---|
| author | Olga Gasparyan (22250871) |
| author2 | Elena Sirotkina (9446516) |
| author2_role | author |
| author_facet | Olga Gasparyan (22250871) Elena Sirotkina (9446516) |
| author_role | author |
| dc.creator.none.fl_str_mv | Olga Gasparyan (22250871) Elena Sirotkina (9446516) |
| dc.date.none.fl_str_mv | 2025-09-15T17:47:36Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0331219.s056 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Curated_Labeling_/30131385 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Cell Biology Science Policy Mental Health Biological Sciences not elsewhere classified qualitative content analysis minimizing opposing viewpoints media frame curation media &# 8217 partisan interpretations reinforces ideological filters onto media outlets across 393 media outlets often overlooked interplay visual frames chosen media outlets media choice visual framing ideological stances driven interpretations xlink "> study investigates source cues identical visuals framing choices findings reveal critical implication audience perceptions 000 images |
| dc.title.none.fl_str_mv | Curated Labeling. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <div><p>Where does visual media bias come from, and how is it reinforced? This study investigates the often overlooked interplay between the visual frames chosen by media outlets for politically charged news stories and how these frames are perceived by their audiences. Using computer vision tools and qualitative content analysis, we analyzed over 2,000 images from 393 media outlets on X. Our findings reveal that U.S. media outlets across the political spectrum consistently emphasize visual narratives that align with their ideological stances while minimizing opposing viewpoints. Their partisan audiences assign identity-driven interpretations to identical visuals, turning them into instruments of antagonistic narratives even without any textual or source cues. This reveals a critical implication: the perceived bias is not merely a product of the media’s framing choices, but also a reflection of how audiences project their ideological filters onto these frames. This study helps us understand how the interplay between media frame curation and partisan interpretations reinforces and perpetuates existing divides.</p></div> |
| eu_rights_str_mv | openAccess |
| id | Manara_53dc06472fc628a46db5faeea91cfae8 |
| identifier_str_mv | 10.1371/journal.pone.0331219.s056 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30131385 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Curated Labeling.Olga Gasparyan (22250871)Elena Sirotkina (9446516)Cell BiologyScience PolicyMental HealthBiological Sciences not elsewhere classifiedqualitative content analysisminimizing opposing viewpointsmedia frame curationmedia &# 8217partisan interpretations reinforcesideological filters ontomedia outlets across393 media outletsoften overlooked interplayvisual frames chosenmedia outletsmedia choicevisual framingideological stancesdriven interpretationsxlink ">study investigatessource cuesidentical visualsframing choicesfindings revealcritical implicationaudience perceptions000 images<div><p>Where does visual media bias come from, and how is it reinforced? This study investigates the often overlooked interplay between the visual frames chosen by media outlets for politically charged news stories and how these frames are perceived by their audiences. Using computer vision tools and qualitative content analysis, we analyzed over 2,000 images from 393 media outlets on X. Our findings reveal that U.S. media outlets across the political spectrum consistently emphasize visual narratives that align with their ideological stances while minimizing opposing viewpoints. Their partisan audiences assign identity-driven interpretations to identical visuals, turning them into instruments of antagonistic narratives even without any textual or source cues. This reveals a critical implication: the perceived bias is not merely a product of the media’s framing choices, but also a reflection of how audiences project their ideological filters onto these frames. This study helps us understand how the interplay between media frame curation and partisan interpretations reinforces and perpetuates existing divides.</p></div>2025-09-15T17:47:36ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0331219.s056https://figshare.com/articles/dataset/Curated_Labeling_/30131385CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/301313852025-09-15T17:47:36Z |
| spellingShingle | Curated Labeling. Olga Gasparyan (22250871) Cell Biology Science Policy Mental Health Biological Sciences not elsewhere classified qualitative content analysis minimizing opposing viewpoints media frame curation media &# 8217 partisan interpretations reinforces ideological filters onto media outlets across 393 media outlets often overlooked interplay visual frames chosen media outlets media choice visual framing ideological stances driven interpretations xlink "> study investigates source cues identical visuals framing choices findings reveal critical implication audience perceptions 000 images |
| status_str | publishedVersion |
| title | Curated Labeling. |
| title_full | Curated Labeling. |
| title_fullStr | Curated Labeling. |
| title_full_unstemmed | Curated Labeling. |
| title_short | Curated Labeling. |
| title_sort | Curated Labeling. |
| topic | Cell Biology Science Policy Mental Health Biological Sciences not elsewhere classified qualitative content analysis minimizing opposing viewpoints media frame curation media &# 8217 partisan interpretations reinforces ideological filters onto media outlets across 393 media outlets often overlooked interplay visual frames chosen media outlets media choice visual framing ideological stances driven interpretations xlink "> study investigates source cues identical visuals framing choices findings reveal critical implication audience perceptions 000 images |