{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T01:51:32Z","timestamp":1769737892235,"version":"3.49.0"},"reference-count":51,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T00:00:00Z","timestamp":1745280000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T00:00:00Z","timestamp":1745280000000},"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":[[2025,4,22]]},"DOI":"10.1109\/educon62633.2025.11016616","type":"proceedings-article","created":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T17:42:47Z","timestamp":1748972567000},"page":"1-9","source":"Crossref","is-referenced-by-count":1,"title":["Empowering Educators: Towards a GPT-Based Approach to Automate Unit Test Generation"],"prefix":"10.1109","author":[{"given":"Mohamed","family":"Elhayany","sequence":"first","affiliation":[{"name":"Hasso Plattner Institute,Potsdam,Germany"}]},{"given":"Christoph","family":"Meinel","sequence":"additional","affiliation":[{"name":"Hasso Plattner Institute,Potsdam,Germany"}]}],"member":"263","reference":[{"key":"ref1","first-page":"427","article-title":"An overview of the world of moocs","volume-title":"Procedia - Social and Behavioral Sciences","volume":"174","author":"Baturay"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1076\/csed.13.2.137.14200"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LWMOOCS50143.2020.9234320"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3573051.3596180"},{"key":"ref5","first-page":"5","article-title":"Assessment\u2019s place in the new mooc world","volume":"8","author":"Sandeen","year":"2013","journal-title":"Research & practice in assessment"},{"key":"ref6","first-page":"5","article-title":"CodeOcean and CodeHarbor: Auto-grader and code repository","volume-title":"SPLICE 2021 workshop CS Education Infrastructure for All III: From Ideas to Practice","author":"Serth","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TALE.2017.8252306"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/08993400500150747"},{"key":"ref9","volume-title":"Why Programs Fail: A Guide to Systematic Debugging","author":"Zeller","year":"2005"},{"key":"ref10","volume-title":"Karel the Robot: A Gentle Introduction to the Art of Programming","author":"Pattis","year":"1994"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1384271.1384371"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1076\/csed.13.2.137.14200"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675284"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/571535.571554"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/306286.306322"},{"issue":"3","key":"ref16","first-page":"73","article-title":"Web-based learning materials for higher education: The merlot repository","volume":"3","author":"Orhun","year":"2004","journal-title":"Turkish Online Journal of Educational TechnologyTOJET"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1353\/esj.2002.0004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s41239-019-0171-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-5225-8431-5.ch014"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3102\/0162373713507480"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICWT.2018.8527810"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054164"},{"issue":"1","key":"ref23","first-page":"1","article-title":"Chatgpt: Challenges, opportunities, and implications for teacher education","volume":"23","author":"Whalen","year":"2023","journal-title":"Contemporary Issues in Technology and Teacher Education"},{"key":"ref24","article-title":"Unlocking the power of generative ai models and systems such as gpt-4 and chatgpt for higher education: A guide for students and lecturers","author":"Gimpel","year":"2023","journal-title":"Hohenheim Discussion Papers in Business, Economics and Social Sciences, Tech. Rep."},{"issue":"10","key":"ref25","first-page":"998","article-title":"Education Sciences","volume":"13","author":"van den Berg","year":"2023","journal-title":"Chatgpt and generative ai: Possibilities for its contribution to lesson planning, critical thinking and openness in teacher education"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3623762.3633499"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.21125\/inted.2024.1410"},{"key":"ref28","first-page":"134","article-title":"Artificial intelligence (ai) in education: Using ai tools for teaching and learning process","author":"Fitria","year":"2021","journal-title":"Prosiding Seminar Nasional & Call for Paper STIE AAS"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4391243"},{"key":"ref30","article-title":"Evaluating large language models trained on code","author":"Chen","year":"2021","journal-title":"arXiv preprint"},{"key":"ref31","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in neural information processing systems"},{"issue":"1","key":"ref32","first-page":"37","article-title":"Github copilot in the classroom: learning to code with ai assistance","volume":"38","author":"Puryear","year":"2022","journal-title":"Journal of Computing Sciences in Colleges"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3501385.3543957"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3663529.3663839"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3212695"},{"key":"ref36","author":"Sutskever","year":"2014","journal-title":"Sequence to sequence learning with neural networks"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"132306","DOI":"10.1016\/j.physd.2019.132306","article-title":"Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network","volume":"404","author":"Sherstinsky","year":"2020","journal-title":"Physica D: Nonlinear Phenomena"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad467"},{"key":"ref39","first-page":"4171","article-title":"BERT: Pretraining of deep bidirectional transformers for language understanding","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)","author":"Devlin"},{"issue":"140","key":"ref40","first-page":"1","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"Raffel","year":"2020","journal-title":"Journal of Machine Learning Research"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510172"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00026"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MSR52588.2021.00045"},{"key":"ref44","first-page":"1536","article-title":"CodeBERT: A pre-trained model for programming and natural languages","author":"Feng","year":"2020","journal-title":"Findings of the Association for Computational Linguistics: EMNLP 2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3524610.3527907"},{"key":"ref46","article-title":"Chat completions","year":"2023"},{"issue":"4","key":"ref47","doi-asserted-by":"crossref","DOI":"10.19173\/irrodl.v19i4.3601","article-title":"Defining oer-enabled pedagogy","volume":"19","author":"Wiley","year":"2018","journal-title":"The International Review of Research in Open and Distributed Learning"},{"key":"ref48","author":"Chen","year":"2022","journal-title":"Codet: Code generation with generated tests"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3587102.3588792"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.5948\/upo9781614440260.011"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/10447310802205776"}],"event":{"name":"2025 IEEE Global Engineering Education Conference (EDUCON)","location":"London, United Kingdom","start":{"date-parts":[[2025,4,22]]},"end":{"date-parts":[[2025,4,25]]}},"container-title":["2025 IEEE Global Engineering Education Conference (EDUCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11016265\/11016287\/11016616.pdf?arnumber=11016616","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T05:09:31Z","timestamp":1749013771000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11016616\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,22]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/educon62633.2025.11016616","relation":{},"subject":[],"published":{"date-parts":[[2025,4,22]]}}}