{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:17:15Z","timestamp":1766067435732},"reference-count":0,"publisher":"Sociedade Brasileira de Computa\u00e7\u00e3o","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>Avaliamos e classificamos quali-quantitativamente g\u00eaneros liter\u00e1rios do corpus BDCam\u00f5es. Cr\u00f4nicas, romances, hist\u00f3rias curtas e contos, anotados em UD, s\u00e3o classificados por \ufb02orestas aleat\u00f3rias, e analisados com base na vers\u00e3o portugu\u00eas-brasileira do LIWC. Os resultados por classe s\u00e3o reportados pela m\u00e9dia, juntamente com uma medida de desvio padr\u00e3o. Os resultados das caracter\u00edsticas por classe, r\u00f3tulos LIWC, classes gramaticais e r\u00f3tulos UD destacam caracter\u00edsticas positivas altas e negativas baixas. A adapta\u00e7\u00e3o desta metodologia \u00e0 \ufb02uidez e mutabilidade dos g\u00eaneros liter\u00e1rios contorna as dificuldade normalemnet encontradas em NLP, apresentando consist\u00eancia e poucos erros nos resultados.<\/jats:p>","DOI":"10.5753\/stil.2021.17805","type":"proceedings-article","created":{"date-parts":[[2021,12,6]],"date-time":"2021-12-06T10:11:08Z","timestamp":1638785468000},"page":"255-264","source":"Crossref","is-referenced-by-count":2,"title":["A machine learning approach to literary genre classification on Portuguese texts: circumventing NLP\u2019s standard varieties"],"prefix":"10.5753","author":[{"given":"Dion\u00e9ia Motta","family":"Monte-Serrat","sequence":"first","affiliation":[]},{"given":"Mateus Tarcinalli","family":"Machado","sequence":"additional","affiliation":[]},{"given":"Evandro Eduardo Seron","family":"Ruiz","sequence":"additional","affiliation":[]}],"member":"3742","published-online":{"date-parts":[[2021,11,29]]},"event":{"name":"Simp\u00f3sio Brasileiro de Tecnologia da Informa\u00e7\u00e3o e da Linguagem Humana","number":"13","location":"Brasil","acronym":"STIL 2021"},"container-title":["Anais do XIII Simp\u00f3sio Brasileiro de Tecnologia da Informa\u00e7\u00e3o e da Linguagem Humana (STIL 2021)"],"original-title":[],"link":[{"URL":"https:\/\/sol.sbc.org.br\/index.php\/stil\/article\/download\/17805\/17639","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/sol.sbc.org.br\/index.php\/stil\/article\/download\/17805\/17639","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,6]],"date-time":"2021-12-06T10:11:51Z","timestamp":1638785511000},"score":1,"resource":{"primary":{"URL":"https:\/\/sol.sbc.org.br\/index.php\/stil\/article\/view\/17805"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,29]]},"references-count":0,"URL":"https:\/\/doi.org\/10.5753\/stil.2021.17805","relation":{},"subject":[],"published":{"date-parts":[[2021,11,29]]}}}