应用代码自动生成与补全的编程贡献分析  

Programming contribution analysis for using automatic code generation and comple-tion

作　　者：宋超 姜瑛[1] 杨扬 SONG Chao;JIANG Ying;YANG Yang(Faculty of Information Engineering and Auto-mation,Kunming University of Science and Technology,Computer Technology Application Key Lab of Yunnan Province,Kunming 650500,China;School of Mathmatic and Information Technology,Yuxi Normal University,Yuxi 653100,Yunnan Province,China)

机构地区：[1]昆明理工大学信息工程与自动化学院,云南省计算机技术应用重点实验室,昆明650500 [2]玉溪师范学院数学与信息技术学院,云南玉溪653100

出　　处：《信息技术》2022年第12期29-38,46,共11页Information Technology

基　　金：国家自然科学基金资助项目(61462049,61063006,60703116);国家重点研发计划项目(2018YFB1003904);云南省应用基础研究计划重点项目(2017FA033);云南省计算机技术应用重点实验室开放基金(2020101)。

摘　　要：为了提高编程效率和质量,大量程序员使用代码自动生成和补全工具的辅助。现有研究没有综合分析程序员、代码自动生成和补全工具及编程平台对编程效率和质量的影响。为此,提出一种应用代码自动生成和补全的编程贡献分析方法,基于程序员操作定义了相关行为,构建了应用代码自动生成和补全工具的编程过程DFA,定义了编程过程中程序员、代码自动生成和补全工具及编程平台的贡献率计算方法。实验结果表明,该方法可以有效分析编程过程中不同角色的贡献。In order to improve programming efficiency and quality,a large number of programmers use the assistance of code automatic generation and completion tools.The existing research has not comprehensively analyzed the impact of programmers,code automatic generation and completion tools,and programming platforms on programming efficiency and quality.For this reason,a programming contribution analysis method for application code automatic generation and completion is proposed.Based on programmer operations,the relevant behaviors are defined,and the programming process DFA of the application code automatic generation and completion tool is constructed to define the contribution rate calculation method of the programmer,the code automatic generation and completion tool and the programming platform in the programming process.The experiment results show that the method can effectively analyze the contributions of different roles in the programming process.

关 键 词：代码自动生成和补全工具 程序员 编程平台 程序员行为 编程贡献分析 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]