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Automatic image tagging for corpus linguistics : a multimodal study of news representations of Islam / Paul Baker, Hanna Schmück, Yufang Qian.
- Format:
- Book
- Author/Creator:
- Baker, Paul, 1972- author.
- Schmück, Hanna, author.
- Qian, Yufang, 1965- author.
- Series:
- Cambridge elements. Elements in corpus linguistics
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer vision.
- Content-based image retrieval.
- Corpora (Linguistics)--Data processing.
- Corpora (Linguistics).
- Islam in mass media--Data processing.
- Islam in mass media.
- Journalism, Pictorial--Great Britain--Data processing.
- Journalism, Pictorial.
- Muslims--Press coverage--Great Britain.
- Muslims.
- Artificial Intelligence.
- artificial intelligence.
- Great Britain.
- Medical Subjects:
- Artificial Intelligence.
- Physical Description:
- 1 online resource (75 pages).
- Place of Publication:
- Cambridge : Cambridge University Press, 2025.
- Summary:
- This Element reports on the creation and analysis of a 1.5-million-word corpus consisting of a year's worth of UK national press news articles about Islam and Muslims, published between December 2022 and November 2023. The corpus also contains 8,546 image files which have been automatically tagged using Google's Vertex AI. Analysis was carried out on three levels a) written text only, b) images only, c) interactions between written text and images. Using examples from the analyses, the authors demonstrate the affordances of these three approaches, providing a critical evaluation of Vertex AI's capabilities and the abilities of popular corpus software to work with visually tagged corpora. The Element acts as a practical guide for researchers who want to carry out this form of analysis.
- Contents:
- Integrating images in corpus linguistics
- Representations of Islam and Muslims in the news
- Data collection
- Tagging the images
- Analysis.
- Notes:
- Includes bibliographical references.
- Online resource; title from PDF title page (Cambridge Core, viewed September 5, 2025).
- Other Format:
- Print version: Baker, Paul, 1972- Automatic image tagging for corpus linguistics
- ISBN:
- 9781009581264
- 1009581260
- 9781009581233
- 1009581236
- OCLC:
- 1522005263
- Access Restriction:
- Restricted for use by site license
- Some versions Open access versions available from some providers open access
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