{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T04:19:44Z","timestamp":1778213984544,"version":"3.51.4"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T00:00:00Z","timestamp":1715126400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T00:00:00Z","timestamp":1715126400000},"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":[[2024,5,8]]},"DOI":"10.1109\/educon60312.2024.10578933","type":"proceedings-article","created":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T17:23:24Z","timestamp":1720459404000},"page":"1-9","source":"Crossref","is-referenced-by-count":5,"title":["Leveraging GenAI for an Intelligent Tutoring System for R: A Quantitative Evaluation of Large Language Models"],"prefix":"10.1109","author":[{"given":"Lukas","family":"Frank","sequence":"first","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabian","family":"Herth","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul","family":"Stuwe","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Klaiber","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Felix","family":"Gerschner","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Theissler","sequence":"additional","affiliation":[{"name":"Aalen University of Applied Sciences,Aalen,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-32883-1_25"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s41239-023-00392-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11125-023-09642-z"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3568812.3603476"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1177\/20965311231168423"},{"issue":"5","key":"ref6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v028.i05","article-title":"Building predictive models in r using the caret package","volume":"28","author":"Kuhn","year":"2008","journal-title":"Journal of Statistical Software"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON52537.2022.9766719"},{"key":"ref8","article-title":"OReilly Media, Inc","author":"Wickham","year":"2023","journal-title":"R for data science"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-4894-2"},{"key":"ref10","volume-title":"Top Programming Languages 2022","author":"Spectrum","year":"2021"},{"key":"ref11","article-title":"Python vs. R: Whats the Difference?","volume-title":"IBM Cloud Team","year":"2021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-32883-1_53"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s44163-022-00022-8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-023-01629-w"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8812542"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0394.1986.tb00488.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-32883-1_58"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon51012.2023.10115140"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5121\/ijaia.2011.2205"},{"key":"ref20","first-page":"103","article-title":"Teaching programming to novices: A review of approaches and tools","volume-title":"Proceedings of ED-MEDIA 94-World Conference on Educational Multimedia and Hypermedia","author":"Brusilovsky","year":"1994"},{"key":"ref21","volume-title":"Erfolgreich Programmieren Lernen Und Lehren","author":"Crestani","year":"2012"},{"key":"ref22","volume-title":"Programming skills self-assessment matrix","author":"Poss","year":"2023"},{"key":"ref23","first-page":"1","article-title":"Conversational Programming with LLM-Powered Interactive Support in an Introductory Computer Science Course","volume-title":"NeurIPS23 Workshop on Generative AI for Education (GAIED)","author":"Zamfirescu-Pereira","year":"2023"},{"issue":"5","key":"ref24","first-page":"1","article-title":"Qualitative Evaluation of the Java Intelligent Tutoring System","volume":"3","author":"Sykes","year":"2006","journal-title":"Systemics, Cybernetics and Informatics"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10209-021-00835-x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-32883-1_23"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3236009"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3207765"},{"key":"ref29","first-page":"1","article-title":"Explain-able Artificial Intelligence in education","volume":"3","author":"Khosravi","year":"2022","journal-title":"Computers and Education: Artificial Intelligence"}],"event":{"name":"2024 IEEE Global Engineering Education Conference (EDUCON)","location":"Kos Island, Greece","start":{"date-parts":[[2024,5,8]]},"end":{"date-parts":[[2024,5,11]]}},"container-title":["2024 IEEE Global Engineering Education Conference (EDUCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10578342\/10578320\/10578933.pdf?arnumber=10578933","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,10]],"date-time":"2024-07-10T04:35:42Z","timestamp":1720586142000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10578933\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,8]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/educon60312.2024.10578933","relation":{},"subject":[],"published":{"date-parts":[[2024,5,8]]}}}