{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T23:37:45Z","timestamp":1770075465039,"version":"3.49.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"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":[[2022,3,28]]},"DOI":"10.1109\/educon52537.2022.9766719","type":"proceedings-article","created":{"date-parts":[[2022,5,11]],"date-time":"2022-05-11T20:32:32Z","timestamp":1652301152000},"page":"921-928","source":"Crossref","is-referenced-by-count":3,"title":["EduML: An explorative approach for students and lecturers in machine learning courses"],"prefix":"10.1109","author":[{"given":"Andreas","family":"Theissler","sequence":"first","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philip","family":"Ritzer","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","article-title":"VIAL-AD: Visual Interactive Labelling for Anomaly Detection – An approach and open research questions","author":"theissler","year":"2020","journal-title":"4th International Workshop on Interactive Adaptive Learning CEUR-WS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3430036.3430058"},{"key":"ref33","author":"chang","year":"2020","journal-title":"R6 Encapsulated Classes with Reference Semantics"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00180-008-0119-7"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref30","author":"therneau","year":"2019","journal-title":"rpart Recursive Partitioning and Regression Trees"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-018-1500-3"},{"key":"ref36","article-title":"The carpentries curriculum development handbook","author":"becker","year":"2021"},{"key":"ref35","article-title":"Evaluating the quality of learning: The SOLO taxonomy (Structure of the Observed Learning Outcome)","author":"biggs","year":"2014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v057.i05"},{"key":"ref10","article-title":"Website: Machine learning with the caret package","author":"beitner","year":"2018"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3236009"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377538"},{"key":"ref12","article-title":"Tensorflow playground","year":"2021"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISEC49744.2020.9280629"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/FIE.2018.8659308"},{"key":"ref15","article-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"witten","year":"2005"},{"key":"ref16","article-title":"caret: Classification and Regression Training","author":"kuhn","year":"2020"},{"key":"ref17","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref18","article-title":"R Core Team, R: A Language and Environment for Statistical Computing","year":"2017","journal-title":"R Foundation for Statistical Computing"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-75969-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84996-098-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.02.023"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v011.i09"},{"key":"ref3","first-page":"147","author":"liu","year":"2018","journal-title":"Deep Learning in Machine Translation"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA45728.2021.9613688"},{"key":"ref29","article-title":"Classification and Regression Trees","author":"breiman","year":"1984"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2021.107864"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.15388\/infedu.2020.14"},{"key":"ref7","article-title":"Detecting potential subscribers on twitch: A text mining approach with xgboost—discovery challenge chat: Coolstorybob","author":"g\u00e4rtner","year":"2020","journal-title":"Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch co-located with ECML PKDD 2020 CEUR"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2014-80"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3336124"},{"key":"ref20","article-title":"shiny: Web Application Framework for R","author":"chang","year":"2021"},{"key":"ref22","article-title":"UCI machine learning repository","author":"dua","year":"2020"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.32614\/RJ-2021-004"},{"key":"ref24","first-page":"2579","article-title":"Visualizing Data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598495"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA45728.2021.9613467"},{"key":"ref26","author":"han","year":"2012","journal-title":"Data mining - Concepts and techniques"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21706-2"}],"event":{"name":"2022 IEEE Global Engineering Education Conference (EDUCON)","location":"Tunis, Tunisia","start":{"date-parts":[[2022,3,28]]},"end":{"date-parts":[[2022,3,31]]}},"container-title":["2022 IEEE Global Engineering Education Conference (EDUCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9766427\/9766377\/09766719.pdf?arnumber=9766719","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,5]],"date-time":"2022-08-05T00:41:04Z","timestamp":1659660064000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9766719\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,28]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/educon52537.2022.9766719","relation":{},"subject":[],"published":{"date-parts":[[2022,3,28]]}}}