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- Ryazanov, Igor,1996-Umeå universitet,Institutionen för datavetenskap (author)
How does the language of 'threat' vary across news domains? : a semi-supervised pipeline for understanding narrative components in news contexts
- Article/chapterEnglish2023
Publisher, publication year, extent ...
- Swedish Artificial Intelligence Society,2023
- electronicrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:umu-213801
- https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-213801URI
- https://doi.org/10.3384/ecp199010DOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
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Notes
- By identifying and characterising the narratives told in news media we can better understand political and societal processes. The problem is challenging from the perspective of natural language processing because it requires a combination of quantitative and qualitative methods. This paper reports on work in progress, which aims to build a human-in-the-loop pipeline for analysing how the variation of narrative themes across different domains, based on topic modelling and word embeddings. As an illustration, we study the language associated with the threat narrative in British news media.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
- NATURVETENSKAP Data- och informationsvetenskap Språkteknologi hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Language Technology hsv//eng
- topic modelling
- natural language processing
- narrative analysis
- text embeddings
- computational linguistics
- datorlingvistik
- Computer Science
- datalogi
Added entries (persons, corporate bodies, meetings, titles ...)
- Björklund, Johanna,1961-Umeå universitet,Institutionen för datavetenskap(Swepub:umu)joahog02 (author)
- Umeå universitetInstitutionen för datavetenskap (creator_code:org_t)
Related titles
- In:SAIS 2023: Swedish Artificial Intelligence Society, s. 94-999789180752749
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