{"title":"基于AI/ ml系统的软件开发过程的具体方面","authors":"V. Liubchenko","doi":"10.1109/CSIT56902.2022.10000821","DOIUrl":null,"url":null,"abstract":"AI/ML-based software systems have spread in different business domains because they provide solutions to various problems. But the development process requires performing additional activities and incorporating additional team members’ skills. It creates new challenges for software engineers. We described the core differences in the software development process for AI/ML-based systems and the known approaches to working with them.","PeriodicalId":282561,"journal":{"name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","volume":"331 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Specific Aspects of Software Development Process for AI/ML-based Systems\",\"authors\":\"V. Liubchenko\",\"doi\":\"10.1109/CSIT56902.2022.10000821\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"AI/ML-based software systems have spread in different business domains because they provide solutions to various problems. But the development process requires performing additional activities and incorporating additional team members’ skills. It creates new challenges for software engineers. We described the core differences in the software development process for AI/ML-based systems and the known approaches to working with them.\",\"PeriodicalId\":282561,\"journal\":{\"name\":\"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)\",\"volume\":\"331 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CSIT56902.2022.10000821\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSIT56902.2022.10000821","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Specific Aspects of Software Development Process for AI/ML-based Systems
AI/ML-based software systems have spread in different business domains because they provide solutions to various problems. But the development process requires performing additional activities and incorporating additional team members’ skills. It creates new challenges for software engineers. We described the core differences in the software development process for AI/ML-based systems and the known approaches to working with them.