{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T19:48:49Z","timestamp":1782589729930,"version":"3.54.5"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3403758","type":"journal-article","created":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T17:27:14Z","timestamp":1716312434000},"page":"73045-73065","source":"Crossref","is-referenced-by-count":8,"title":["Application of Artificial Intelligence in Online Education: Influence of Student Participation on Academic Retention in Virtual Courses"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5421-7710","authenticated-orcid":false,"given":"William","family":"Villegas-Ch","sequence":"first","affiliation":[{"name":"Escuela de Ingenier&#x00ED;a en Ciberseguridad, FICA, Universidad de Las Am&#x00E9;ricas, Quito, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4540-9964","authenticated-orcid":false,"given":"Joselin","family":"Garc\u00eda-Ortiz","sequence":"additional","affiliation":[{"name":"Escuela de Ingenier&#x00ED;a en Ciberseguridad, FICA, Universidad de Las Am&#x00E9;ricas, Quito, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Santiago","family":"S\u00e1nchez-Viteri","sequence":"additional","affiliation":[{"name":"Departamento de Sistemas, Universidad Internacional del Ecuador, Quito, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.56536\/ijmres.v11i1.126"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s13347-019-00378-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/cancers13030391"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/cae.22227"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.coldregions.2021.103342"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.petlm.2021.09.001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2020.105340"},{"issue":"6","key":"ref8","first-page":"1","article-title":"Estimating student-teacher ratio with ARIMA for primary education in fluctuating enrollment","volume":"12","author":"Chen","year":"2021","journal-title":"ICIC Exp. Lett., Part B, Appl."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21833\/ijaas.2022.12.020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2941840"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/3696140"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/19345747.2022.2100850"},{"key":"ref13","volume-title":"The Importance of Studying Retention Issues in Online Courses Retention in Online Courses: Exploring Issues and Solutions-A Literature Review","author":"Bawa","year":"2016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-023-00336-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.11591\/ijere.v10i4.22056"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/9531111"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.17013\/risti.41.34-49"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.15388\/infedu.2020.17"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/noms54207.2022.9789936"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1590\/s1413-24782018230050"},{"issue":"3","key":"ref21","first-page":"44","article-title":"Technology acceptance factors and student retention in online courses","volume":"12","author":"Scarpin","year":"2018","journal-title":"E-J. Bus. Educ. Scholarship Teaching"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18305-3_1"},{"issue":"2","key":"ref23","first-page":"119","article-title":"Framework model smart E-learning berbasis kecerdasan buatan","volume":"4","author":"Yel","year":"2022","journal-title":"Prosiding Seminar Nasional Riset Inf. Sci."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11162-013-9305-8"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1187\/cbe.20-09-0224"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2023.2188532"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/s40594-022-00348-w"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.56440\/pijils.v1i1.3"},{"issue":"4","key":"ref29","first-page":"1","article-title":"An ARIMA forecasting approach to evaluate the scenario of male and female higher education","volume":"25","author":"Khan","year":"2021","journal-title":"Int. J. Entrepreneurship"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1177\/1847979018808673"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-021-02842-5"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2019.01.003"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-017-0466-8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/computers12020030"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11081445"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/rs14081872"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/computers12040074"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.10.021"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/app11020799"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2943959"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/03075079.2018.1550479"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.29313\/bcscm.v3i1.5854"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/app13095531"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00592-x"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1108\/itse-12-2022-0165"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.5194\/tc-15-2251-2021"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1108\/ils-01-2020-0013"},{"issue":"4","key":"ref48","first-page":"1","article-title":"Heterogeneity of students program participation in expanding higher education interpreted by the blau index and ARIMA","volume":"14","author":"Chang","year":"2023","journal-title":"ICIC Exp. Lett., Part B, Appl."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.5194\/ica-abs-3-328-2021"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/pr10091843"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/atmos12010100"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/su14116690"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/agronomy11091878"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1089\/acm.2019.0293"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10535488.pdf?arnumber=10535488","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,31]],"date-time":"2024-05-31T04:40:50Z","timestamp":1717130450000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10535488\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3403758","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}