{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T06:23:15Z","timestamp":1774074195528,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,28]],"date-time":"2024-10-28T00:00:00Z","timestamp":1730073600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,28]],"date-time":"2024-10-28T00:00:00Z","timestamp":1730073600000},"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":[[2024,10,28]]},"DOI":"10.1109\/issrew63542.2024.00092","type":"proceedings-article","created":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T18:55:36Z","timestamp":1733252136000},"page":"287-294","source":"Crossref","is-referenced-by-count":2,"title":["State Diagram Extension and Test Case Generation Based on Large Language Models for Improving Test Engineers\u2019 Efficiency in Safety Testing"],"prefix":"10.1109","author":[{"given":"Qingran","family":"Su","sequence":"first","affiliation":[{"name":"Beihang University,School of Computer Science and Engineering,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingze","family":"Li","sequence":"additional","affiliation":[{"name":"Beihang University,School of Software,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuming","family":"Ren","sequence":"additional","affiliation":[{"name":"Beihang University,School of Software,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xulang","family":"Ouyang","sequence":"additional","affiliation":[{"name":"Beihang University,School of Software,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunming","family":"Hu","sequence":"additional","affiliation":[{"name":"Beihang University,School of Software,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongfeng","family":"Yin","sequence":"additional","affiliation":[{"name":"Beihang University,School of Software,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Software Considerations in Airborne Systems and Equipment Certification","year":"2011"},{"key":"ref2","volume-title":"ARP4754A: Guidelines for Development of Civil Aircraft and Systems","year":"2010"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.4271\/2011-01-2564"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/cp.2011.0266"},{"key":"ref5","article-title":"Model-based safety analysis","author":"Joshi","year":"2006"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/DASC.2005.1563469"},{"issue":"4","key":"ref7","first-page":"292","article-title":"Concepts of safety critical systems unification approach & safety assurance process","volume":"11","author":"Nabi","year":"2020","journal-title":"Journal of Information safety"},{"key":"ref8","article-title":"Improving language understanding by generative pre-training","author":"Radford","year":"2018"},{"key":"ref9","article-title":"GPT-4 technical report","author":"Achiam","year":"2023"},{"key":"ref10","first-page":"27730","article-title":"Training language models to follow instructions with human feedback","volume":"35","author":"Ouyang","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","article-title":"Qwen technical report","author":"Bai","year":"2023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-009-0057-9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/COMITCon.2019.8862255"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068192"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-021-09585-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CMPSAC.2001.960618"},{"issue":"08","key":"ref17","first-page":"174","article-title":"Approach for Path-oriented Test Cases Generation Based on Improved Genetic Algorithm","volume":"45","author":"Xiao-An","year":"2018","journal-title":"Computer Science"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1001.2010.03673"},{"issue":"12","key":"ref19","first-page":"2630","article-title":"Test data generation of path coverage based on negative selection genetic algorithm","volume":"47","author":"Xia","year":"2019","journal-title":"Acta Electronica Sinica"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2014.04.008"},{"issue":"4","key":"ref21","article-title":"Multiple paths test case generation based on complex system genetic algorithm","volume":"39","author":"Yu","year":"2012","journal-title":"Computer Science"},{"issue":"10","key":"ref22","article-title":"No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation. CoRR abs\/2305.04207 (2023)","author":"Yuan","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3690635"},{"key":"ref24","article-title":"Acecoder: Utilizing existing code to enhance code generation","author":"Li","year":"2023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3672459"},{"key":"ref26","article-title":"Large language models to enhance Bayesian optimization","author":"Liu","year":"2024"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1049\/iet-sen:20060061"}],"event":{"name":"2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW)","location":"Tsukuba, Japan","start":{"date-parts":[[2024,10,28]]},"end":{"date-parts":[[2024,10,31]]}},"container-title":["2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10771160\/10771165\/10771307.pdf?arnumber=10771307","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,4]],"date-time":"2024-12-04T06:46:27Z","timestamp":1733294787000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10771307\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,28]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/issrew63542.2024.00092","relation":{},"subject":[],"published":{"date-parts":[[2024,10,28]]}}}