{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T17:04:45Z","timestamp":1766077485997,"version":"3.48.0"},"reference-count":53,"publisher":"Association for Computing Machinery (ACM)","issue":"4","funder":[{"DOI":"10.13039\/501100011033","name":"Spanish State Research Agency","doi-asserted-by":"crossref","award":["MICIU\/AEI\/10.13039\/501100011033"],"award-info":[{"award-number":["MICIU\/AEI\/10.13039\/501100011033"]}],"id":[{"id":"10.13039\/501100011033","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100008530","name":"FEDER","doi-asserted-by":"crossref","award":["PID2021-122256NB-C21"],"award-info":[{"award-number":["PID2021-122256NB-C21"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Mar\u00eda de Maeztu","award":["CEX2021-001164-M"],"award-info":[{"award-number":["CEX2021-001164-M"]}]},{"name":"Government of the Balearic Islands CAIB","award":["ITS2017-006"],"award-info":[{"award-number":["ITS2017-006"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Cult. Herit."],"published-print":{"date-parts":[[2025,12,31]]},"abstract":"<jats:p>\n                    Flamenco, recognized by UNESCO as part of the Intangible Cultural Heritage of Humanity, is a profound expression of cultural identity rooted in Andalusia, Spain. However, there is a lack of quantitative studies that help identify characteristic patterns in this long-lived music tradition. In this work, we present a computational analysis of Flamenco lyrics, employing natural language processing and machine learning to categorize over 2,000 lyrics into their respective Flamenco genres, termed as\n                    <jats:italic toggle=\"yes\">palos<\/jats:italic>\n                    . Using a Multinomial Naive Bayes classifier, we find that lexical variation across styles enables to accurately identify distinct\n                    <jats:italic toggle=\"yes\">palos<\/jats:italic>\n                    . More importantly, from an automatic method of word usage, we obtain the semantic fields that characterize each style. Further, applying a metric that quantifies the inter-genre distance we perform a network analysis that sheds light on the relationship between Flamenco styles. Remarkably, our results suggest historical connections and\n                    <jats:italic toggle=\"yes\">palo<\/jats:italic>\n                    evolutions. Overall, our work illuminates the intricate relationships and cultural significance embedded within Flamenco lyrics, complementing previous qualitative discussions with quantitative analyses and sparking new discussions on the origin and development of traditional music genres.\n                  <\/jats:p>","DOI":"10.1145\/3748729","type":"journal-article","created":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T14:24:31Z","timestamp":1752848671000},"page":"1-29","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Computational Lexical Analysis of Flamenco Genres"],"prefix":"10.1145","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1472-9260","authenticated-orcid":false,"given":"Pablo","family":"Rosillo-Rodes","sequence":"first","affiliation":[{"name":"Institute for Cross-Disciplinary Physics and Complex Systems, IFISC (UIB-CSIC), Palma de Mallorca, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6237-425X","authenticated-orcid":false,"given":"Maxi San","family":"Miguel","sequence":"additional","affiliation":[{"name":"Institute for Cross-Disciplinary Physics and Complex Systems, IFISC (UIB-CSIC), Palma de Mallorca, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2549-7071","authenticated-orcid":false,"given":"David","family":"S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Institute for Cross-Disciplinary Physics and Complex Systems, IFISC (UIB-CSIC), Palma de Mallorca, Spain"}]}],"member":"320","published-online":{"date-parts":[[2025,12,18]]},"reference":[{"key":"e_1_3_2_2_2","unstructured":"Naive Bayes\u2014scikit-learn 1.0.2 Documentation. 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