9 research outputs found

    Word embeddings

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    The trans-medial fight for glory

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    Abstract This chapter explores metal albums as media, and their relationship to medieval media, as well as secondary media as a resource for reception studies. Examination of metal music as media reveals broader trends in modern media representations of the medieval in respect to race, gender, and cultural identity. Albums are composite object, using different media and secondary media products. The methodology used to approach these media and which elements of an album are examined in combination have a significant effect on the results. This chapter brings together three authors to discuss and compare methodologies and make the case for a combination of contextual analogue and quantitative digital approaches

    Biomedical Term Acquisition Based on Aligned Parallel Corpora

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    Computational detection of medieval references in metal

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    The digital humanities offer many new methods to scholars interested in metal studies. This chapter demonstrates two such methods, that is, stylometric clustering and topic modelling, by interpreting the collected lyrics of over 8,000 metal bands. This allowed the authors to identify general trends that would be hard to derive by personally reading lyrics. This analysis showed several recurring medieval topics in metal lyrics, for example, a Fight for Glory expressed with words like ‘die’, ‘glory’, ‘warriors’, and ‘victory’. The authors were also able to distinguish metal bands with medieval references from those without – a line of research that could help in categorising (new) bands – and track the stylistic development of bands over time. Such statistical methods might help scholars not only by allowing for large-scale studies, yet also by providing inter-subjective feedback for theories
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