{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,2]],"date-time":"2025-11-02T17:25:52Z","timestamp":1762104352990,"version":"build-2065373602"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,9,11]],"date-time":"2023-09-11T00:00:00Z","timestamp":1694390400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,11]],"date-time":"2023-09-11T00:00:00Z","timestamp":1694390400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,11]]},"DOI":"10.1109\/enc60556.2023.10508685","type":"proceedings-article","created":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T17:33:14Z","timestamp":1714498394000},"page":"1-7","source":"Crossref","is-referenced-by-count":3,"title":["Machine Learning-Based Software Development Challenges Focusing on using Best Practices of Software Engineering Standards"],"prefix":"10.1109","author":[{"given":"Antonio","family":"Tablada-Dominguez","sequence":"first","affiliation":[{"name":"Centro de Inmvestigaci&#x00F3;n en Matem&#x00E1;ticas A.C,Zacatecas,M&#x00E9;xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mirna","family":"Mu\u00f1oz","sequence":"additional","affiliation":[{"name":"Centro de Inmvestigaci&#x00F3;n en Matem&#x00E1;ticas A.C,Zacatecas,M&#x00E9;xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorge Octavio","family":"Ochar\u00e1n-Hern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Universidad Veracruzana,Veracruz,M&#x00E9;xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Angel J.","family":"S\u00e1nchez-Garcia","sequence":"additional","affiliation":[{"name":"Universidad Veracruzana,Veracruz,M&#x00E9;xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"Software Engineering","year":"2000","author":"Sommerville","key":"ref1"},{"volume-title":"Software and Systems Engineering Vocabulary","key":"ref2"},{"issue":"7","key":"ref3","first-page":"325","article-title":"Artificial Intelligence and the Future of Software Development","volume":"9","author":"James","year":"2016","journal-title":"Journal of Software Engineering and Applications"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/icaaic53929.2022.9793310"},{"volume-title":"Artificial Intelligence: A Modern Approach","year":"2016","author":"Russell","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2970178"},{"key":"ref7","first-page":"103","article-title":"Machine Learning Failures in Practice: Insights from Engineering and Human Factors","volume":"6","author":"Caliskan","year":"2019","journal-title":"IEEE Softw"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11781.001.0001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ms.2019.2899838"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.4067\/s0719-01072018000300184"},{"volume-title":"METODOLOG\u00cdA DELA INVESTIGACI\u00d3N","year":"1991","author":"Sampieri","key":"ref11"},{"volume-title":"ISO\/IEC 29110: Systems Engineering Standards for Very Small Enterprises","year":"2017","author":"Laporte","key":"ref12"},{"volume-title":"ISO\/IEC 23053:2022(en), Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML)","year":"2023","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1001745"},{"key":"ref15","first-page":"1","article-title":"\u00bfC\u00f3mo desarrollan y utilizan los cient\u00edficos software cient\u00edfico?","author":"Hannay","year":"2009","journal-title":"En: Actas del Segundo Taller Internacional de Ingenier\u00eda de Software para Ciencias Computacionales e Ingenier\u00eda"},{"key":"ref16","first-page":"19:1","article-title":"Una encuesta sobre la pr\u00e1ctica de la ciencia computacional","volume-title":"En: Actas de la 24.\u00aa Conferencia ACM\/IEEE sobre computaci\u00f3n, redes, almacenamiento y an\u00e1lisis de alto rendimiento","author":"Prabhu"},{"key":"ref17","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01685-1","volume-title":"Why AI\/Data Science Projects Fail","author":"Weiner","year":"2021"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-021-10105-2"},{"volume-title":"Software engineering for artificial intelligence and machine learning software: A systematic literature review","year":"2020","author":"Nascimento","key":"ref19"},{"key":"ref20","first-page":"025","article-title":"Estudio de mapeo sistem\u00e1tico de requisitos no funcionales en sistemas de Big Data","volume-title":"Conferencia internacional IEEE de 2020 sobre tecnolog\u00eda de la informaci\u00f3n electr\u00f3nica (EIT)","author":"Rahman"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58793-2_2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ms.2018.3571224"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/seaa51224.2020.00013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2937107"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3119746"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3079836"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1515\/itit-2020-0045"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10246-w"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SLAAI-ICAI54477.2021.9664736"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/HYDCON48903.2020.9242803"},{"key":"ref31","article-title":"Software engineering for artificial intelligence and machine learning software: A systematic literature review","author":"Nascimento","year":"2020","journal-title":"arXiv preprint arXiv:2011.03751"}],"event":{"name":"2023 Mexican International Conference on Computer Science (ENC)","start":{"date-parts":[[2023,9,11]]},"location":"Guanajuato, Guanajuato, Mexico","end":{"date-parts":[[2023,9,13]]}},"container-title":["2023 Mexican International Conference on Computer Science (ENC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10508598\/10508600\/10508685.pdf?arnumber=10508685","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T18:26:32Z","timestamp":1714760792000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10508685\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,11]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/enc60556.2023.10508685","relation":{},"subject":[],"published":{"date-parts":[[2023,9,11]]}}}