利用决策树分类法开发用于确定新注册级别的游泳俱乐部信息系统

Lusian Nandang Arjamulia, Chrystia Aji Putra, Muhammad Muharrom Al Haromainy
{"title":"利用决策树分类法开发用于确定新注册级别的游泳俱乐部信息系统","authors":"Lusian Nandang Arjamulia, Chrystia Aji Putra, Muhammad Muharrom Al Haromainy","doi":"10.55606/jitek.v3i3.1990","DOIUrl":null,"url":null,"abstract":"The increase development of information technology has had many impact on various aspects including sports. Management of digitalized sports clubs can make the system more accessible and well documented. The swimming club information system with new registration class classifications is made based on the club requirement. The class determination system was created to facilitate class classification for new members so as not to harm the monthly dues and training portion. The decision tree algorithm is used in making class classification models. Variables for making classifications were obtained based on the number of achievements, 50m freestyle time, mastered style and training distance with three classes namely beginner, semi-achievement and achievement. The classification with C4.5 algorithm, produces an accuracy of 100%. This mean that the C4.5 algorithm can classify new registration classes well.","PeriodicalId":356696,"journal":{"name":"Jurnal Informatika Dan Tekonologi Komputer (JITEK)","volume":"35 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"PENGEMBANGAN SISTEM INFORMASI CLUB RENANG DENGAN METODE KLASIFIKASI DECISION TREE UNTUK PENENTUAN KELAS PENDAFTARAN BARU\",\"authors\":\"Lusian Nandang Arjamulia, Chrystia Aji Putra, Muhammad Muharrom Al Haromainy\",\"doi\":\"10.55606/jitek.v3i3.1990\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The increase development of information technology has had many impact on various aspects including sports. Management of digitalized sports clubs can make the system more accessible and well documented. The swimming club information system with new registration class classifications is made based on the club requirement. The class determination system was created to facilitate class classification for new members so as not to harm the monthly dues and training portion. The decision tree algorithm is used in making class classification models. Variables for making classifications were obtained based on the number of achievements, 50m freestyle time, mastered style and training distance with three classes namely beginner, semi-achievement and achievement. The classification with C4.5 algorithm, produces an accuracy of 100%. This mean that the C4.5 algorithm can classify new registration classes well.\",\"PeriodicalId\":356696,\"journal\":{\"name\":\"Jurnal Informatika Dan Tekonologi Komputer (JITEK)\",\"volume\":\"35 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jurnal Informatika Dan Tekonologi Komputer (JITEK)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55606/jitek.v3i3.1990\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Informatika Dan Tekonologi Komputer (JITEK)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55606/jitek.v3i3.1990","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

信息技术的日益发展对包括体育在内的各个方面产生了许多影响。数字化体育俱乐部的管理可以使系统更易于使用和记录。游泳俱乐部信息系统的新注册等级分类是根据俱乐部的要求制定的。建立等级确定系统是为了方便对新会员进行等级分类,以免损害月会费和培训部分。分类模型采用决策树算法。用于分类的变量是根据成绩数、50 米自由泳时间、掌握的风格和训练距离获得的,分为三个等级,即初学者、半成功者和成功者。使用 C4.5 算法进行分类的准确率为 100%。这意味着 C4.5 算法能够很好地划分新注册类别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PENGEMBANGAN SISTEM INFORMASI CLUB RENANG DENGAN METODE KLASIFIKASI DECISION TREE UNTUK PENENTUAN KELAS PENDAFTARAN BARU
The increase development of information technology has had many impact on various aspects including sports. Management of digitalized sports clubs can make the system more accessible and well documented. The swimming club information system with new registration class classifications is made based on the club requirement. The class determination system was created to facilitate class classification for new members so as not to harm the monthly dues and training portion. The decision tree algorithm is used in making class classification models. Variables for making classifications were obtained based on the number of achievements, 50m freestyle time, mastered style and training distance with three classes namely beginner, semi-achievement and achievement. The classification with C4.5 algorithm, produces an accuracy of 100%. This mean that the C4.5 algorithm can classify new registration classes well.
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
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信