{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T08:30:49Z","timestamp":1743064249659,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"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":[[2021,5]]},"DOI":"10.1109\/wain52551.2021.00020","type":"proceedings-article","created":{"date-parts":[[2021,7,8]],"date-time":"2021-07-08T19:57:53Z","timestamp":1625774273000},"page":"89-96","source":"Crossref","is-referenced-by-count":27,"title":["Requirement Engineering Challenges for AI-intense Systems Development"],"prefix":"10.1109","author":[{"given":"Hans-Martin","family":"Heyn","sequence":"first","affiliation":[]},{"given":"Eric","family":"Knauss","sequence":"additional","affiliation":[]},{"given":"Amna Pir","family":"Muhammad","sequence":"additional","affiliation":[]},{"given":"Olof","family":"Eriksson","sequence":"additional","affiliation":[]},{"given":"Jennifer","family":"Linder","sequence":"additional","affiliation":[]},{"given":"Padmini","family":"Subbiah","sequence":"additional","affiliation":[]},{"given":"Shameer Kumar","family":"Pradhan","sequence":"additional","affiliation":[]},{"given":"Sagar","family":"Tungal","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3379177.3388897"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28714-5_16"},{"key":"ref33","article-title":"Why and how to balance alignment and diversity of requirements engineering practices in automotive","volume":"162","author":"wohlrab","year":"2019","journal-title":"Systems and Software"},{"key":"ref32","article-title":"Requirements engineering challenges and practices in large-scale agile system development","author":"kasauli","year":"2020","journal-title":"Systems and Software"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2019.2896875"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3383219.3383265"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2017.108"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s00766-018-0306-1"},{"key":"ref35","article-title":"Managing traceability information models: Not such a simple task after all","author":"maro","year":"2020","journal-title":"IEEE Software"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2013.60"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287596"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2166"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1996.8.7.1341"},{"key":"ref12","first-page":"114","volume":"5 2 1","author":"goodfellow","year":"2016","journal-title":"No Free Lunch Theorems"},{"journal-title":"Research Design Qualitative Quantitative and Mixed Methods Approaches","year":"2017","author":"creswell","key":"ref13"},{"key":"ref14","first-page":"336","article-title":"Safety concerns and mitigation approaches regarding the use of deep learning in safety-critical perception tasks","author":"willers","year":"2020","journal-title":"International Conference on Computer Safety Reliability and Security"},{"key":"ref15","first-page":"83","article-title":"The design science research process: A model for producing and presenting information systems research","author":"pfeffers","year":"2006","journal-title":"Proc of the First Int Conf on Design Science Research in Information Systems and Technology (DESRIST 2006) Claremont CA USA"},{"article-title":"Constructive master’s thesis work in industry: Guidelines for applying design science research","year":"2020","author":"knauss","key":"ref16"},{"key":"ref17","article-title":"A software engineering view of data quality","author":"bobrowski","year":"1998","journal-title":"Proc of Second Int Conf Software Quality in Europe"},{"key":"ref18","article-title":"A framework for addressing data quality in distributed computing systems","author":"fletcher","year":"1998","journal-title":"Proc of the 1998 Int Conf on Information Quality"},{"key":"ref19","first-page":"485","article-title":"The effects of data quality on machine learning algorithms","volume":"6","author":"sessions","year":"2006","journal-title":"ICIQ"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-73888-8_77"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2991\/jase.d.190131.001"},{"key":"ref27","article-title":"Integrating human factors and artificial intelligence in the development of human-machine cooperation","author":"van maanen","year":"2005","journal-title":"IC-AI 2005"},{"journal-title":"Iso\/pas 21448 2019 road vehicles - safety of the intended functionality","year":"2019","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116362"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/1463922X.2020.1830450"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-31895-0_16"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1007\/978-3-030-26250-1_26","article-title":"A safety standard approach for fully autonomous vehicles","author":"koopman","year":"2019","journal-title":"Int Conf on Computer Safety Reliability and Security"},{"year":"2018","key":"ref7","article-title":"SAE J3016:201806 - SURFACE VEHICLE RECOMMENDED PRACTICE - Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/RE.2019.00050"},{"key":"ref9","article-title":"Towards an operational design domain that supports the safety argumentation of an automated driving system","author":"gyllenhammar","year":"2020","journal-title":"10th European Congress on Embedded Real Time Software and Systems (ERTS 2020)"},{"key":"ref1","first-page":"1","article-title":"Engineering ai systems: A research agenda","author":"bosch","year":"2020","journal-title":"Artificial Intelligence Paradigms for Smart Cyber-Physical Systems"},{"key":"ref20","first-page":"333","article-title":"A framework and a methodology for data quality assessment and monitoring","author":"batini","year":"2007","journal-title":"ICIQ"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.13063\/2327-9214.1052"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5334\/dsj-2015-002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1518\/001872008X288547"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/RE.2018.00073"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3148238"},{"journal-title":"Ergonomics 1","article-title":"Some pitfalls in the promises of automated and autonomous vehicles","year":"2019","key":"ref26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2016.1190035"}],"event":{"name":"2021 IEEE\/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN)","start":{"date-parts":[[2021,5,30]]},"location":"Madrid, Spain","end":{"date-parts":[[2021,5,31]]}},"container-title":["2021 IEEE\/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9473903\/9474349\/09474366.pdf?arnumber=9474366","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:43:06Z","timestamp":1652197386000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9474366\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/wain52551.2021.00020","relation":{},"subject":[],"published":{"date-parts":[[2021,5]]}}}