基于集群分析的学习过程对FMIPA UNSRAT物理学习计划进行分组

Djoni Hatidja, L. Momuat, Charles E. Mongi
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Penelitian dilakukan dengan wawancara pada mahasiswa di PS Fisika FMIPA UNSRAT.  Penelitian dilakukan dengan survei menggunakan metode simple random sampling.    Data tersebut berupa proses pembelajaran dari mata kuliah yang diajarkan di PS Fisika FMIPA UNSRAT pada Semester Genap 2017/2018.  Hasil penelitian menunjukkan bahwa karakteristik proses pembelajaran, mata kuliah yang diajarkan pada semester genap 2017/2018 di PS Fisika FMIPA UNSRAT dikelompokkan menjadi 9 cluster. Mata kuliah yang melaksanakan proses pembelajaran dengan baik terdiri dari 21 mata kuliah, yaitu PKN, ISD, PG, PIF, TME, FB, MS, MEKB, PL, MPF, FZP, FN, ML, ADWIG, AL, MPF, PFM, FIS, GEO, GEL dan BING sedangkan mata kuliah yang tidak melaksanakan proses pembelajaran dengan baik, yaitu mata kuliah FM, FISMAT2, ED2 dan DDM. Kata kunci: mutu pelayanan, analisis cluster, mahasiswa, Euclid, dendogram GROUPING OF SUBJECTS IN PHYSICS STUDY PROGRAM, FACULTY OF MATHEMATICS AND NATURAL SCIENCES SAM RATULANGI UNIVERSITY BASED ON THE LEARNING PROCESS USING CLUSTER ANALYSIS ABSTRACTThe purpose of this study is to classify the subjects taught by lecturers in the Physics Study Program of Sam Ratulangi University based on service quality, namely reliability, responsiveness, confidence, empathy, and direct evidence using cluster analysis.  The study was conducted by interviewing students in the Physics Study Program Sam Ratulangi University using simple random sampling method. The data is in the form of a learning process from courses taught at the Physics Study Program Sam Ratulangi University in the Even Semester 2017/2018. The results showed that the characteristics of the learning process, courses taught in even semester 2017/2018 in Physics Study Program FMIPA UNSRAT were grouped into 9 clusters. The courses that carry out the learning process well consist of 21 subjects, i.e. PKN, ISD, PG, PIF, TME, FB, MS, MEKB, PL, MPF, FZP, FN, ML, ADWIG, AL, MPF, PFM, FIS , GEO, GEL and BING,  while the courses don’t carry out the learning process well, i.e. FM, FISMAT2, ED2 and DDM courses.Keywords:  service quality, cluster analysis, students, euclidean, dendogram","PeriodicalId":17715,"journal":{"name":"JURNAL ILMIAH SAINS","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"PENGELOMPOKKAN MATA KULIAH DI PROGRAM STUDI FISIKA FMIPA UNSRAT BERDASARKAN PROSES PEMBELAJARAN MENGGUNAKAN ANALISIS CLUSTER\",\"authors\":\"Djoni Hatidja, L. Momuat, Charles E. 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引用次数: 1

摘要

分组科目在物理研究项目FMIPA UNSRAT根据PEMBELAJARANMENGGUNAKAN CLUSTERABSTRAKTujuan这项研究分析的过程,即分类所教导的课程讲师在物理研究项目(PS) FMIPA UNSRAT根据服务即服务质量可靠性、警觉、信仰、同理心和直接证据使用聚类分析。这项研究是在对PS物理FMIPA UNSRAT的学生进行采访时进行的。这项研究采用简单的随机抽样方法进行调查。这些数据是在2018年至2018年二十年二十年的PS物理FMIPA UNSRAT教授的课程中的学习过程。研究结果表明,2018年至2018年第二学期PS物理FMIPA UNSRAT选修课的学习过程的特征将被归类为9个集群。学习过程执行良好的课程21门课程组成,即PKN ISD PG金色飞贼,很诚实,FB, MEKB女士,PL, MPF FZP FN, ML, ADWIG AL MPF GEO,凝胶BING而PFM,很容易在学习过程不执行良好的课程,课程FM、FISMAT2 ED2和DDM。关键词:质量服务、聚类分析、大学生、欧几里得dendogram GROUPING SUBJECTS IN物理的研究项目,1787到数学和自然科学的萨姆RATULANGI大学改编自《学习的过程用集群分析ABSTRACTThe这个研究的目的是为了classify SUBJECTS教由lecturers》山姆RATULANGI大学物理研究项目》改编自服务品质,namely responsiveness广,empathy,可靠性和直接用集群分析证据。这项研究是由实验物理研究项目Sam女王大学的实验学生编写的,使用简单的随机方法样本方法。数据以2017/2018学期Sam女王大学的学术研究程序的形式出现。结果表明,在2018年20 /20学期的物理研究项目FMIPA UNSRAT被合并成9个小组时,这种学习过程的特点。选修课的嘉莉出去学习的过程那么consist》21 subjects,神盾局PKN ISD PG金色飞贼,很诚实,FB, MEKB女士,PL, MPF FZP FN, ML, ADWIG AL MPF PFM GEO,凝胶和BING,很容易,而《选修课不带出去学习的过程吧,神盾局FM FISMAT2 ED2和DDM选修课。美学:服务质量,集群分析,学生,欧几里得,腺样学
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PENGELOMPOKKAN MATA KULIAH DI PROGRAM STUDI FISIKA FMIPA UNSRAT BERDASARKAN PROSES PEMBELAJARAN MENGGUNAKAN ANALISIS CLUSTER
PENGELOMPOKKAN MATA KULIAH DI PROGRAM STUDI FISIKA FMIPA UNSRAT BERDASARKAN PROSES PEMBELAJARANMENGGUNAKAN ANALISIS CLUSTERABSTRAKTujuan penelitian ini, yaitu mengelompokkan mata kuliah yang diajarkan oleh dosen di Program Studi (PS) Fisika FMIPA UNSRAT berdasarkan mutu pelayanan jasa yakni kehandalan, daya tanggap, keyakinan, empati, dan bukti langsung menggunakan analisis cluster. Penelitian dilakukan dengan wawancara pada mahasiswa di PS Fisika FMIPA UNSRAT.  Penelitian dilakukan dengan survei menggunakan metode simple random sampling.    Data tersebut berupa proses pembelajaran dari mata kuliah yang diajarkan di PS Fisika FMIPA UNSRAT pada Semester Genap 2017/2018.  Hasil penelitian menunjukkan bahwa karakteristik proses pembelajaran, mata kuliah yang diajarkan pada semester genap 2017/2018 di PS Fisika FMIPA UNSRAT dikelompokkan menjadi 9 cluster. Mata kuliah yang melaksanakan proses pembelajaran dengan baik terdiri dari 21 mata kuliah, yaitu PKN, ISD, PG, PIF, TME, FB, MS, MEKB, PL, MPF, FZP, FN, ML, ADWIG, AL, MPF, PFM, FIS, GEO, GEL dan BING sedangkan mata kuliah yang tidak melaksanakan proses pembelajaran dengan baik, yaitu mata kuliah FM, FISMAT2, ED2 dan DDM. Kata kunci: mutu pelayanan, analisis cluster, mahasiswa, Euclid, dendogram GROUPING OF SUBJECTS IN PHYSICS STUDY PROGRAM, FACULTY OF MATHEMATICS AND NATURAL SCIENCES SAM RATULANGI UNIVERSITY BASED ON THE LEARNING PROCESS USING CLUSTER ANALYSIS ABSTRACTThe purpose of this study is to classify the subjects taught by lecturers in the Physics Study Program of Sam Ratulangi University based on service quality, namely reliability, responsiveness, confidence, empathy, and direct evidence using cluster analysis.  The study was conducted by interviewing students in the Physics Study Program Sam Ratulangi University using simple random sampling method. The data is in the form of a learning process from courses taught at the Physics Study Program Sam Ratulangi University in the Even Semester 2017/2018. The results showed that the characteristics of the learning process, courses taught in even semester 2017/2018 in Physics Study Program FMIPA UNSRAT were grouped into 9 clusters. The courses that carry out the learning process well consist of 21 subjects, i.e. PKN, ISD, PG, PIF, TME, FB, MS, MEKB, PL, MPF, FZP, FN, ML, ADWIG, AL, MPF, PFM, FIS , GEO, GEL and BING,  while the courses don’t carry out the learning process well, i.e. FM, FISMAT2, ED2 and DDM courses.Keywords:  service quality, cluster analysis, students, euclidean, dendogram
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