{"title":"更新后的 SERC 2023 年人工智能与自主路线图","authors":"Tom McDermott, Kara Pepe, Megan Clifford","doi":"10.1002/iis2.13200","DOIUrl":null,"url":null,"abstract":"<p>The first Systems Engineering Research Center (SERC) Artificial Intelligence (AI) and Autonomy Research Roadmap was developed in 2020 and published in the first quarter 2021 special INSIGHT issue on Systems Engineering and AI. This roadmap development was heavily informed by the INCOSE Future of Systems Engineering (FuSE) initiatives. Following on in 2020, INCOSE and the SERC collaborated with the Association for Advancement of AI (AAAI) to execute two workshops entitled “AI meets Systems Engineering.” These resulted in version two of the roadmap which was published as an introductory chapter to the book “Systems Engineering and Artificial Intelligence.” In 2020 through 2023 the SERC hosted four SE4AI/AI4SE workshops with the U.S. Army that have further informed research and application at the intersection of AI and SE. This paper presents the updated version of the roadmap resulting from engagement across those four workshops. It is provided as a means to inform the SE community of the critical research needs and related applications emerging at the intersection of AI and SE.</p>","PeriodicalId":100663,"journal":{"name":"INCOSE International Symposium","volume":"34 1","pages":"1135-1148"},"PeriodicalIF":0.0000,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Updated SERC AI and Autonomy Roadmap 2023\",\"authors\":\"Tom McDermott, Kara Pepe, Megan Clifford\",\"doi\":\"10.1002/iis2.13200\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The first Systems Engineering Research Center (SERC) Artificial Intelligence (AI) and Autonomy Research Roadmap was developed in 2020 and published in the first quarter 2021 special INSIGHT issue on Systems Engineering and AI. This roadmap development was heavily informed by the INCOSE Future of Systems Engineering (FuSE) initiatives. Following on in 2020, INCOSE and the SERC collaborated with the Association for Advancement of AI (AAAI) to execute two workshops entitled “AI meets Systems Engineering.” These resulted in version two of the roadmap which was published as an introductory chapter to the book “Systems Engineering and Artificial Intelligence.” In 2020 through 2023 the SERC hosted four SE4AI/AI4SE workshops with the U.S. Army that have further informed research and application at the intersection of AI and SE. This paper presents the updated version of the roadmap resulting from engagement across those four workshops. It is provided as a means to inform the SE community of the critical research needs and related applications emerging at the intersection of AI and SE.</p>\",\"PeriodicalId\":100663,\"journal\":{\"name\":\"INCOSE International Symposium\",\"volume\":\"34 1\",\"pages\":\"1135-1148\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"INCOSE International Symposium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/iis2.13200\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"INCOSE International Symposium","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/iis2.13200","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
第一个系统工程研究中心（SERC）人工智能（AI）和自主性研究路线图于 2020 年制定，并发表在 2021 年第一季度关于系统工程和人工智能的 INSIGHT 特刊上。该路线图的制定在很大程度上参考了 INCOSE 的系统工程未来（FuSE）计划。2020 年，INCOSE 和 SERC 与人工智能发展协会（AAAI）合作，举办了两场题为 "人工智能与系统工程 "的研讨会。这些活动产生了路线图的第二版，并作为 "系统工程与人工智能 "一书的介绍性章节出版。2020 年至 2023 年，SERC 与美国陆军共同主办了四次 SE4AI/AI4SE 研讨会，进一步推动了人工智能与 SE 交叉领域的研究和应用。本文介绍了这四次研讨会的最新版路线图。本文旨在向 SE 社区介绍 AI 与 SE 交叉领域的关键研究需求和相关应用。
The first Systems Engineering Research Center (SERC) Artificial Intelligence (AI) and Autonomy Research Roadmap was developed in 2020 and published in the first quarter 2021 special INSIGHT issue on Systems Engineering and AI. This roadmap development was heavily informed by the INCOSE Future of Systems Engineering (FuSE) initiatives. Following on in 2020, INCOSE and the SERC collaborated with the Association for Advancement of AI (AAAI) to execute two workshops entitled “AI meets Systems Engineering.” These resulted in version two of the roadmap which was published as an introductory chapter to the book “Systems Engineering and Artificial Intelligence.” In 2020 through 2023 the SERC hosted four SE4AI/AI4SE workshops with the U.S. Army that have further informed research and application at the intersection of AI and SE. This paper presents the updated version of the roadmap resulting from engagement across those four workshops. It is provided as a means to inform the SE community of the critical research needs and related applications emerging at the intersection of AI and SE.
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