用k -均值法测定学生成绩的信息系统

Wenny Yulia Cahya
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摘要

价值是教育界的一件重要的东西,在它的使用、维护和记录方面都需要特殊的处理和政策。由于利用这一价值的重要性,有必要对学生获得的价值进行系统有效的处理。处理成绩包括每个学生的形成成绩、作业成绩和学期成绩。为了计算学生的成绩,使用K-Means方法来确定在SMA Swa Bina Karya中表现优异的学生。在斯瓦比纳卡里亚高中,决定优秀学生的信息系统仍然是手动的。学生成绩的记录和计算过程仍然是手工的,每个学生的成绩记录在每个班主任拥有的成绩单上,因此制作班级排名报告的过程需要大量的时间,结果信息的有效性和效率较低。为了克服这个经常出现的问题,作者利用Microsoft Visual Basic设计了一个使用K-Means方法测定学生成绩的系统。Net 2008,使用的数据库是Sql Server 2008。通过本系统的设计,班主任和校长可以更准确、及时地收到班级排名报告。除此之外,该系统还可以帮助管理员更有效地工作
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Information System for Determining Student Achievement Using the K-Means Method
Value is an important thing in the world of education and requires a special processing and policy, both in its use, maintenance and recording. Because of the importance of using this value, it is necessary to carry out systematic and effective processing of the values ​​obtained by students. Processing grades consisting of formative grades, assignment grades, and semester grades for each student. To calculate the student's grades, the K-Means method was used to determine students who excel at SMA Swa Bina Karya. The information system for determining outstanding students at Swa Bina Karya High School is still manual. Where the process of recording and calculating student grades is still manual where the recording of each student's grades is recorded in the gradebook owned by each homeroom teacher so that the process of making class ranking reports requires a lot of time and the resulting information is less effective and efficient. To be able to overcome this frequent problem, the authors designed a system for determining student achievement using the K-Means method using Microsoft Visual Basic.Net 2008 and the database used was Sql Server 2008. With the design of this system, the homeroom teacher and school principal can receive more accurate and timely class ranking reports. Besides that, this system also helps admin work much more effectively and efficiently
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