{"title":"编程语言处理:人工智能如何革新软件开发?","authors":"Baishakhi Ray","doi":"10.1145/3578527.3581766","DOIUrl":null,"url":null,"abstract":"The past decade has seen unprecedented growth in Software Engineering— developers spend enormous time and effort to create new products. With such enormous growth comes the responsibility of producing and maintaining quality and robust software. However, developing such software is non-trivial— 50% of software developers’ valuable time is wasted on finding and fixing bugs, costing the global economy around USD$1.1 trillion. Today, I will discuss how AI can help in different stages of the software development life cycle for developing quality products. In particular, I will talk about Programming Language Processing (PLP), an emerging research field that can model different aspects of code (source, binary, execution, etc.) to automate diverse Software Engineering tasks, including code generation, bug finding, security analysis, etc.","PeriodicalId":326318,"journal":{"name":"Proceedings of the 16th Innovations in Software Engineering Conference","volume":"193 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Programming Language Processing : How AI can Revolutionize Software Development?\",\"authors\":\"Baishakhi Ray\",\"doi\":\"10.1145/3578527.3581766\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The past decade has seen unprecedented growth in Software Engineering— developers spend enormous time and effort to create new products. With such enormous growth comes the responsibility of producing and maintaining quality and robust software. However, developing such software is non-trivial— 50% of software developers’ valuable time is wasted on finding and fixing bugs, costing the global economy around USD$1.1 trillion. Today, I will discuss how AI can help in different stages of the software development life cycle for developing quality products. In particular, I will talk about Programming Language Processing (PLP), an emerging research field that can model different aspects of code (source, binary, execution, etc.) to automate diverse Software Engineering tasks, including code generation, bug finding, security analysis, etc.\",\"PeriodicalId\":326318,\"journal\":{\"name\":\"Proceedings of the 16th Innovations in Software Engineering Conference\",\"volume\":\"193 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 16th Innovations in Software Engineering Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3578527.3581766\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 16th Innovations in Software Engineering Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3578527.3581766","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Programming Language Processing : How AI can Revolutionize Software Development?
The past decade has seen unprecedented growth in Software Engineering— developers spend enormous time and effort to create new products. With such enormous growth comes the responsibility of producing and maintaining quality and robust software. However, developing such software is non-trivial— 50% of software developers’ valuable time is wasted on finding and fixing bugs, costing the global economy around USD$1.1 trillion. Today, I will discuss how AI can help in different stages of the software development life cycle for developing quality products. In particular, I will talk about Programming Language Processing (PLP), an emerging research field that can model different aspects of code (source, binary, execution, etc.) to automate diverse Software Engineering tasks, including code generation, bug finding, security analysis, etc.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
