{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T16:52:52Z","timestamp":1776099172933,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"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":[[2019,9]]},"DOI":"10.1109\/esem.2019.8870187","type":"proceedings-article","created":{"date-parts":[[2019,10,17]],"date-time":"2019-10-17T19:16:25Z","timestamp":1571339785000},"page":"1-11","source":"Crossref","is-referenced-by-count":47,"title":["Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts"],"prefix":"10.1109","author":[{"given":"Moayad","family":"Alshangiti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hitesh","family":"Sapkota","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pradeep K.","family":"Murukannaiah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xumin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2187980.2188200"},{"key":"ref31","first-page":"32","article-title":"Predicting the quality of questions on stackoverflow","author":"baltadzhieva","year":"2015","journal-title":"Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2014.6921604"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME.2014.90"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-012-9231-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2661685.2661689"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884800"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884790"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3239235.3239524"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-015-9379-3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985907"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-016-1672-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2013.6624015"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3127404.3127426"},{"key":"ref4","first-page":"1563","article-title":"Examining difficulties software developers encounter in the adoption of statistical machine learning","author":"patel","year":"2008","journal-title":"Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence AAAI ser"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2480362.2480557"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357160"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2013.6624004"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1609\/aaai.v25i1.8082","article-title":"Analyzing and predicting not-answered questions in community-based question answering services","author":"yang","year":"2011","journal-title":"Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence AAAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2901739.2901772"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/RSSE.2012.6233404"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3196398.3196430"},{"key":"ref2","article-title":"Tunability: Importance of hyperparameters of machine learning algorithms","author":"probst","year":"2018","journal-title":"arXiv preprint arxiv 1802 05807"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom.2013.35"},{"key":"ref1","year":"2019","journal-title":"Big data and AI executive survey 2019 How big data and AI are accelerating business transformation"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242603"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2597073.2597083"},{"key":"ref21","first-page":"993","article-title":"Latent dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2684822.2685324"},{"key":"ref23","first-page":"288","article-title":"Reading tea leaves: How humans interpret topic models","author":"chang","year":"2009","journal-title":"Proceedings of 23rd Annual Conference on Neural Information Processing Systems 2009"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196729"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2856492"}],"event":{"name":"2019 ACM\/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)","location":"Porto de Galinhas, Recife, Brazil","start":{"date-parts":[[2019,9,19]]},"end":{"date-parts":[[2019,9,20]]}},"container-title":["2019 ACM\/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8864031\/8870138\/08870187.pdf?arnumber=8870187","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T21:41:41Z","timestamp":1664660501000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8870187\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/esem.2019.8870187","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}