Using word embedding models to capture changing media discourses : a study on the role of legitimacy, gender and genre in 24,000 music reviews, 1999-2021

Studies suggest that popular music genres are increasingly discussed by cultural intermediaries in 'legitimate' or 'highbrow' terms, rather than merely 'lowbrow' commercial entertainment. In addition, popular music discourse as produced by such intermediaries has historically been decidedly masculine-a trait which tends to increase on par with legitimation. However, seeing that women are gradually gaining symbolic and numerical representation in popular music production, this may have been changing over the last decade(s). In this article, we assess how popular music discourse within a key mus... Mehr ...