数据挖掘确定树算法C4.5的应用,以确定学生对学术和学生服务的满意度。Hazairin, SH)

Reni Kurniah, Dadang Yunika Surya Putra, Elviza Diana
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引用次数: 2

摘要

衡量学生对学术和学生服务的满意度确实需要通过衡量学生对学术和学生服务的满意度来完成,这可以作为所提供服务质量的基准。通过了解学生的满意度,大学可以在服务不好的情况下改进服务,在满意的情况下进一步改进服务。本研究使用的方法是使用数据挖掘决策树分类方法C4.5算法,其中使用的数据源采用问卷调查技术,通过一个由学生在Prof. University环境中填写的google表单。使用的变量是服务质量、信息质量、系统质量和绩效预期。从分析过程中可以看出,服务质量水平,即服务速度和员工提供服务的一致性,是决定大学学生满意度水平的最主要因素。希望本研究的结果可以用于评估高等教育政策在提高学术和学生服务质量方面的作用
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Penerapan Data Mining Decission Tree Algoritma C4.5 Untuk Mengetahui Tingkat Kepuasan Mahasiswa Terhadap Layanan Akademik Dan Kemahasiswaan (Studi Kasus Universitas.Prof.Dr. Hazairin,SH)
Measuring the level of student satisfaction with academic and student services really needs to be done by measuring the level of student satisfaction with academic and student services that can be used as a benchmark for the quality of services that have been provided. By knowing the level of student satisfaction, the university can improve the service if it is not good and further improve the service if the satisfaction level is good. The method used in this research is to use the Data Mining Decission Tree classification method C4.5 algorithm where the data source used uses questionnaire technique through a google form filled out by students in the Prof. University environment. Dr. Hazairin, SH. The variables used are service quality, information quality, system quality, and performance expectations. From the analysis process, it can be seen that the level of service quality, namely service speed and staff consistency in providing services is the most dominant in determining the level of student satisfaction at the University Prof. Dr. Hazairin, SH. It is hoped that the results of this research can be used for the purposes of evaluating higher education policies in improving the quality of services in the academic and student fields
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