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All Journal International Journal of Evaluation and Research in Education (IJERE) Jurnal Penelitian dan Pengembangan Sains dan Humaniora (JPPSH) English Review: Journal of English Education AL ISHLAH Jurnal Pendidikan Linguistic, English Education and Art (LEEA) Journal Edulitics (Education, Literature, and Linguistics) Journal Tarbawi : Jurnal Ilmu Pendidikan Pendas : Jurnah Ilmiah Pendidikan Dasar Globish: An English-Indonesian Journal for English, Education, and Culture Wiralodra English Journal (WEJ) Indonesian Journal of English Language Teaching and Applied Linguistics Jurnal Basicedu Journal of Educational Research and Evaluation JETL (Journal Of Education, Teaching and Learning) Edumaspul: Jurnal Pendidikan Voices of English Language Education Society ENGLISH EDUCATION: JOURNAL OF ENGLISH TEACHING AND RESEARCH Building of Informatics, Technology and Science Journal of English Teaching, Literature, and Applied Linguistics Asatiza: Jurnal Pendidikan Jurnal Paedagogy Edunesia : jurnal Ilmiah Pendidikan Jurnal Pengabdian UNDIKMA Ideguru: Jurnal Karya Ilmiah Guru SALEE: Study of Applied Linguistics and English Education Jo-ELT (Journal of English Language Teaching) Fakultas Pendidikan Bahasa dan Seni Program Studi Pendidikan Bahasa Inggris IKIP Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran JOLLT Journal of Languages and Language Teaching Journal of English Language and Education Jurnal Kewarganegaraan Linguistic, English Education and Art (LEEA) Journal Indonesian Journal of Educational Development (IJED) DINAMIKA ILMU: Jurnal Pendidikan JASL - Journal of Applied Studies in Language Edulitics (Education, Literature, and Linguistics) Journal JEELS (Journal of English Education and Linguistics Studies) Jurnal Basicedu Studies in English Language and Education JLE: Journal of Literate of English Education Study Program International Journal of Research in Education (IJRE)
Tri Wintolo Apoko
Universitas Muhammadiyah Prof. Dr. Hamka
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Nursing Public Health Social Sciences Other

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Journal : Building of Informatics, Technology and Science

 1 
Analisis Efektivitas Studi Independen (MBKM) Pada Mahasiswa Teknik Informatika Menggunakan Algoritma K-Nearest Neighbor Faqihuddin Hanif, Isa; Apoko, Tri Wintolo; Hendriana, Benny; Handayani, Isnaini; Fatayan, Arum; Irdalisa, Irdalisa
Building of Informatics, Technology and Science (BITS) Vol 6 No 1 (2024): June 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i1.5401

Abstract

The Merdeka Study Program is part of the Kampus Merdeka (MBKM) policy initiated by the Minister of Education and Culture, Nadiem Makarim. Students are given the opportunity to expand their knowledge and skills, both hard and soft, through various off-campus activities. In the Informatics Engineering Study Program at UHAMKA, this program is designed to enrich learning experiences and enhance practical skills relevant to the industry. The program's effectiveness evaluation is conducted through a survey of 41 students to collect data on their experiences and perceptions. The aim is to measure the extent to which the MBKM program positively impacts student learning. The research methodology uses the K-Nearest Neighbor (KNN) algorithm to classify program effectiveness data based on several performance indicators. The analyzed data includes survey results from students who participated in the MBKM program. The research findings show that the KNN classification model has an accuracy of 93.65%, with an average precision of 94.08% and recall of 93.65%, indicating a high level of accuracy in classifying program effectiveness. Most students reported that the MBKM program is very effective in enhancing their skills and knowledge, although some felt neutral or found it less effective. This study concludes that the MBKM program is generally effective in achieving its goals, although improvements and adjustments are still needed to optimize its benefits for all students
Co-Authors Adila, Sephia Difa Alfaruqi Alalwani Dunggio Amrina Rosyada-AS Ananda, Citra Putri Ananda, Shifa Anisah Assaadah Annisa Azzahra, Annisa Aprilia, Disti Assaadah, Anisah Aulia, Rafida Putri Bambang Yudi Cahyono Benny Hendriana Benny Hendriana Budi Waluyo Chong, Su Li Citra Putri Ananda Dessy Mutiara Syahbani Dian Kusumawaty Dimas Abimanyu Saputra Dwi Aulia Lestari Elisabeth Arit Faqihuddin Hanif, Isa Fatayan, Arum Handayani, Isnaini Hanif, Isa Faqihuddin Harahap, Prisca Apriana Hendriana, Benny Herlina Rufitriansyah Herni Setyawati Herni Setyawati Inayah, Tarisa Marta Irdalisa Isa Faqihuddin Hanif Isa Faqihudin Hanif Isnaini Handayani Isnaini Handayani Izdihara, Salsabila Izdihara Salsabila Khairunisa, Hanifah Khairunnisa, Avivah Khoerul Umam, Khoerul Kusumawaty, Dian Labibah, Huwaida Syauqi Laksana, Kusuma Nata Lestari, Dwi Aulia Lifia Arif Parameswari Maharani, Sekar Fuan Martriwati Martriwati Martriwati, Martriwati Maulana Yusuf Muhammad Israfil Muhammad Riski, Muhammad Nan Cendikia, Aisy Ningrum, Putri Kusuma Nunung Nurhayati Nur Istiqomah Parameswari, Lifia Arif Putri Kusuma Ningrum Putri, Sintya Winanda Qatrinada, Cardianti Rahman, Faizahani Ab Rufitriansyah, Herlina Sabilla Aprilia Zulfah Salsabila, Humaira Azka Salsabila, Rahma Salwa Naura Saputra, Dimas Abimanyu SARAH MAULIDA Septian Maulana Silih Warni Su Li Chong Sulistiawati, Ika Widya Marcellinda Windy Windy Windy Yatri, Ika Yusnawati, Yusnawati Zulfah, Sabilla Aprilia