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Irdalisa
Universitas Muhammadiyah Prof. DR. Hamka
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Journal : Building of Informatics, Technology and Science

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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 Abdullah Abdullah ADE HIKMAT Akmal, Nurul Amirullah, Gufron Anggraeni, Widia Annisa Qodriyanti Arafat Febrian Dirza Bagus Endri Yanto Bony Irawan Budhi Akbar Budhi Akbar, Budhi Destriani, Destriani Devi Anugerah Devi Anugrah Eka Kartikawati Eka Kartikawati Elvianasti, Mega Estu Sinduningrum Fani Maulidia Faqihuddin Hanif, Isa Fatayan, Arum Febriandirza, Arafat Fidastiwi Anjani Handayani, Isnaini Hanif, Isa Faqihuddin hanifah hanifah Hanum, Erlia Hapsari Prayogi Indriani Hendriana, Benny Husnin Nahry Yarza Husnin Nahry Yarza Husnin Nahry Yarza Husnin Nahry Yarza Husnin Nahry Yarza Ifani, Nesa Nur Irwandi Irwandi Jannah Firdausi Kartikawati, Eka Khairil Khairil Khairil Khairil Kosasih, Ahmad Liszulfah Roza Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Maesaroh Marthinu, Eva Mayarni Mayarni Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Mega Elvianasti Meitiyani Meitiyani Meitiyani Meitiyani Mohamad, Hamidah Muhammad Ridhwan Musafa Sabri Naswardi Naswardi Nifa Nisfaturahmah Noni Lestari Nopriyeni, Nopriyeni Novia Heza Lestari Nurdiyantono, Arief Nurhayati, Elis Nurrohmatul Amaliyah Nurrohmatul Amaliyah Paidi Paidi Panigrahi, Rashmi Ranjan Paramita, Siska Putri Wahyuni Rachmatsyah Rachmatsyah Rahmawati, Juana Ranti An Nisa Ranti An-nisaa Rikizaputra Rikizaputra Ritonga, Rosi Feirina Rosha Cinintya Fitri Rosi Feirina Ritonga Rosi Feirina Ritonga Rosi Feirina Ritonga Safi’i, Imam Safrida Safrida Sahudra, Tengku Muhammad Sakila Batubara, Lailan SARI, Yessy Yanita Somariah Fitriani Suci Lestari Susanti Murwitaningsih Suswandari, Suswandari Toyibah Toyibah Tri Isti Hartini, Tri Isti Tri Wintolo Apoko Tuti Marjan Fuadi Tuti Marjan Fuadi Tuti Marjan Fuadi Wika Hadawiyah Yessy Yanita Sari Yuni Astuti Zulherman Zulherman, Zulherman