{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T13:29:45Z","timestamp":1725629385228},"reference-count":0,"publisher":"EasyChair","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>Several machine learning (ML) algorithms in combination with natural language pro- cessing (NLP) techniques have been used in recent years in a promising way for the auto- matic classification of software requirements. Nevertheless, several works have focused on the English language. Due to the lack of work in the Spanish language, we performed a con- trolled experiment using ML algorithms in combination with text vectorization techniques to investigate the best combination for Spanish requirements classification. Based on f1- score metrics, we found the combination of SVM with TF-IDF performs better than other combinations, with a value of 0.95 for functional and 0.79 for non-functional classification.<\/jats:p>","DOI":"10.29007\/b8sk","type":"proceedings-article","created":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:10:14Z","timestamp":1676589014000},"page":"124-120","source":"Crossref","is-referenced-by-count":0,"title":["Towards an automatic classification for Spanish software requirements"],"prefix":"10.29007","volume":"14","author":[{"given":"Mar\u00eda-Isabel","family":"Limaylla-Lunarejo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nelly","family":"Condori-Fern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miguel","family":"Rodr\u00edguez Luaces","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"11545","event":{"name":"Proceedings of V XoveTIC Conference. XoveTIC 2022"},"container-title":["Kalpa Publications in Computing"],"original-title":[],"deposited":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:10:27Z","timestamp":1676589027000},"score":1,"resource":{"primary":{"URL":"https:\/\/easychair.org\/publications\/paper\/KFbq"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":0,"URL":"https:\/\/doi.org\/10.29007\/b8sk","relation":{},"ISSN":["2515-1762"],"issn-type":[{"type":"print","value":"2515-1762"}],"subject":[]}}