{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T11:33:45Z","timestamp":1777635225827,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,16]],"date-time":"2019-10-16T00:00:00Z","timestamp":1571184000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,10,16]]},"DOI":"10.1145\/3362789.3362937","type":"proceedings-article","created":{"date-parts":[[2019,10,31]],"date-time":"2019-10-31T12:20:52Z","timestamp":1572524452000},"page":"680-685","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["A new methodology for early warning of critical academic performance, based on discrete predictive models"],"prefix":"10.1145","author":[{"given":"Inmaculada","family":"Meca","sequence":"first","affiliation":[{"name":"Operation Research Center, Miguel Hernandez University, Elche, Spain"}]},{"given":"Nuria","family":"Moll\u00e1-Campello","sequence":"additional","affiliation":[{"name":"Operation Research Center, Miguel Hernandez University, Elche, Spain"}]},{"given":"Alex","family":"Rabasa","sequence":"additional","affiliation":[{"name":"Operation Research Center, Miguel Hernandez University, Elche, Spain"}]}],"member":"320","published-online":{"date-parts":[[2019,10,16]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Classification and Regression Trees. The Wadsworth and Brooks-Cole statistics-probability series. Ed","author":"Breiman L.","year":"1984"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022643204877"},{"key":"e_1_3_2_1_3_1","first-page":"235","volume":"16","author":"Quinlan J.R.","year":"1993","journal-title":"Machine Learning Journal"},{"key":"e_1_3_2_1_4_1","article-title":"Mining: Students' comments on the evaluation of teaching performance using automatic learning algorithms","volume":"9","author":"Guti\u00e9rrez G.","year":"2018","journal-title":"Int. Journal de Optimization Problems and Combinatory."},{"key":"e_1_3_2_1_5_1","article-title":"Teachers' online discussion text data shed light on their reflexive thinking","volume":"11","author":"Liu Qt.","year":"2018","journal-title":"IEEE Journal Transactions in Learning Technologies"},{"key":"e_1_3_2_1_6_1","article-title":"Influential variables in the academic performance of students","volume":"6","author":"Muelas A.","year":"2011","journal-title":"Journal of Psychology and Education"},{"issue":"1","key":"e_1_3_2_1_7_1","first-page":"26","article-title":"Prediction of academic performance by applying data mining techniques","volume":"78","author":"Menacho Chiok C.H.","year":"2017","journal-title":"Journal of scientific annals"},{"key":"e_1_3_2_1_8_1","article-title":"Performance of mining algorithms in academic indicators: Decision Tree and Logistic Regression","volume":"9","author":"Menes Camejo I.","year":"2015","journal-title":"Cuban Journal of Computer Sciences"},{"key":"e_1_3_2_1_9_1","volume-title":"Proc.on the 5th. Future.","author":"Cortez P.","year":"2008"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.2495\/DNE-V11-N3-239-249"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.09.001"}],"event":{"name":"TEEM'19: Technological Ecosystems for Enhancing Multiculturality","location":"Le\u00f3n Spain","acronym":"TEEM'19","sponsor":["University of Salamanca University of Salamanca"]},"container-title":["Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3362789.3362937","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3362789.3362937","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:13:00Z","timestamp":1750201980000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3362789.3362937"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,16]]},"references-count":11,"alternative-id":["10.1145\/3362789.3362937","10.1145\/3362789"],"URL":"https:\/\/doi.org\/10.1145\/3362789.3362937","relation":{},"subject":[],"published":{"date-parts":[[2019,10,16]]},"assertion":[{"value":"2019-10-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}