基于Program Net的人机配对编程设计工具SynergyAI

2023 11th International Conference on Information and Education Technology (ICIET) Pub Date : 2023-03-18 DOI:10.1109/ICIET56899.2023.10111108

Le Jiang, Mohd Anuaruddin Bin Ahmadon, Di Zhang, Tomoya Fukada, S. Yamaguchi

{"title":"基于Program Net的人机配对编程设计工具SynergyAI","authors":"Le Jiang, Mohd Anuaruddin Bin Ahmadon, Di Zhang, Tomoya Fukada, S. Yamaguchi","doi":"10.1109/ICIET56899.2023.10111108","DOIUrl":null,"url":null,"abstract":"We have developed a web application named SynergyAI using the scikit-learn library and the Flask framework. SynergyAI is an AI-Human Pair Programming Design Tool based on Program Net, which allows users to create and edit their program nets. A human programmer can edit program net nodes to select input data, predict data and obtain prediction accuracy rates. SynergyAI also includes an AI-programmer advice function, which allows users to quickly obtain highly accurate program nets with minimum data utilization.","PeriodicalId":332586,"journal":{"name":"2023 11th International Conference on Information and Education Technology (ICIET)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SynergyAI: An Human-AI Pair Programming Design Tool Based on Program Net\",\"authors\":\"Le Jiang, Mohd Anuaruddin Bin Ahmadon, Di Zhang, Tomoya Fukada, S. Yamaguchi\",\"doi\":\"10.1109/ICIET56899.2023.10111108\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We have developed a web application named SynergyAI using the scikit-learn library and the Flask framework. SynergyAI is an AI-Human Pair Programming Design Tool based on Program Net, which allows users to create and edit their program nets. A human programmer can edit program net nodes to select input data, predict data and obtain prediction accuracy rates. SynergyAI also includes an AI-programmer advice function, which allows users to quickly obtain highly accurate program nets with minimum data utilization.\",\"PeriodicalId\":332586,\"journal\":{\"name\":\"2023 11th International Conference on Information and Education Technology (ICIET)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 11th International Conference on Information and Education Technology (ICIET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIET56899.2023.10111108\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 11th International Conference on Information and Education Technology (ICIET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIET56899.2023.10111108","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

我们使用scikit-learn库和Flask框架开发了一个名为SynergyAI的web应用程序。SynergyAI是基于Program Net的AI-Human Pair Programming Design Tool，允许用户创建和编辑自己的Program Net。人类程序员可以编辑程序网络节点来选择输入数据，预测数据并获得预测准确率。SynergyAI还包括人工智能程序员建议功能，允许用户以最小的数据利用率快速获得高度准确的程序网络。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

SynergyAI: An Human-AI Pair Programming Design Tool Based on Program Net

We have developed a web application named SynergyAI using the scikit-learn library and the Flask framework. SynergyAI is an AI-Human Pair Programming Design Tool based on Program Net, which allows users to create and edit their program nets. A human programmer can edit program net nodes to select input data, predict data and obtain prediction accuracy rates. SynergyAI also includes an AI-programmer advice function, which allows users to quickly obtain highly accurate program nets with minimum data utilization.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2023 11th International Conference on Information and Education Technology (ICIET)

自引率

0.00%

发文量