Le Jiang, Mohd Anuaruddin Bin Ahmadon, Di Zhang, Tomoya Fukada, S. Yamaguchi
{"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}
引用次数: 0
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.