[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-120994-id":3,"doc-seo-120994-113":31,"detail-sidebar-cat-0-id-113":93},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":21,"is_downloadable":21,"audit_status":21,"page_count":22,"language":23,"language_code":24,"site_id":25,"html_lang":24,"table_of_contents":26,"faqs":27,"seo_title":28,"seo_description":14,"update_tm":29,"read_time":30},120994,1099523885336,"Violet","https://ap-avatar.wpscdn.com/davatar_276721f389ce27ea32af1340a28f341c",54,"Penelitian & Laporan","Media Pembelajaran Object Detection Perangkat Jaringan Komputer menggunakan Machine Learning berbasis Desktop - R&D 4D","Media pembelajaran berfungsi sebagai penghubung antara guru dan peserta didik agar interaksi komunikasi edukasi berlangsung efektif dan bermanfaat. Penelitian ini bertujuan menghasilkan produk media pembelajaran object detection perangkat jaringan komputer berbasis machine learning desktop. Menggunakan metode R&D dengan model pengembangan 4D (pendefinisian, perancangan, pengembangan, penyebarluasan), penelitian mengumpulkan data melalui observasi, wawancara, dan kuesioner. Produk dinilai layak melalui uji ahli media (90,00%), ahli materi (91,25%), serta respons peserta didik (84,13%) untuk penerapan pada pembelajaran dasar-dasar teknik jaringan komputer dan telekomunikasi.","Media Pembelajaran Object Detection Perangkat Jaringan Komputer menggunakan Machine Learning berbasis Desktop  \nErvan Wahyu Sri Wijanarko 1,*, Ryan Rizki Adhisa 1  \n1 Program Studi Pendidikan Teknik Informatika, Universitas Muhammadiyah Surakarta, Indonesia  \n* Correspondence: [a710180081@student.ums.ac.id](a710180081@student.ums.ac.id)[ ](a710180081@student.ums.ac.id)Copyright: © 2023 by the authors  \nReceived: 6 Juli 2023 | Revised: 9 Juli 2023 | Accepted: 14 Juli 2023 | Published: 20 Desember 2023  \nAbstrak  \nMedia pembelajaran merupakan penghubung antara guru dan peserta didik agar proses interaksi komunikasi edukasi antara guru dan peserta didik dapat berlangsung secara tepat guna dan berdayaguna. Tujuan penelitian ini adalah untuk menghasilkan sebuah produk media pembelajaran object detection perangkat jaringan komputer menggunakan machine learning berbasis desktop. Jenis penelitian yang digunakan adalah R&D (Research and Development) . Penelitian ini menggunakan model pengembangan 4D, yaitu (1) Devine (Tahap pendefinisian) (2) Design (Tahap perancangan),(3) Development (Tahap pengembangan) dan (4) Disseminate (Tahap penyebarluasan) . Teknik pengumpulan data melalui observasi, wawancara dan kuisioner. Penelitian ini melibatkan 1 ahli media, 1 ahli materi dan responden peserta didik kelas X di SMK NU Kunduran sebagai subjek penelitian. Teknik analisis data pada penelitian ini menggunakan analisis kualitatif. Hasil temuan dari penelitian ini adalah media pembelajaran object detection perangkat jaringan komputer menggunakan machine learning berbasis desktop. Hasil penelitian dari uji coba ahli materi mendapatkan persentase 91,25% . Hasil dari uji coba ahli media mendapatkan persentase 90,00% . Hasil dari responden peserta didik menghasilkan skor persentase 84,13% . Dari hasil tersebut maka dapat disimpulkan produk media pembelajaran object detection perangkat jaringan komputer dengan machine learning berbasis desktop dikatakan layak untuk diterapkan pada pembelajaran dasar-dasar teknik jaringan komputer dan telekomunikasi.  \nKata kunci : machine learning; media pembelajaran; object detection; pengembangan  \nAbstract  \nLearning media is a link between teachers and students so that the process of educational communication interaction between teachers and students can take place in an effective and effective manner. The purpose of this research is to produce a learning media product for object detection of computer network devices using desktop-based machine learning. The type of research used is R&D (Research and Development). This research uses the 4D development model, namely (1) Devine (defining stage) (2) Design (designing stage), (3) Development (development stage) and (4) Disseminate (dissemination stage). Data collection techniques through observation, interviews and questionnaires. This study involved 1 media expert, 1 material expert and respondents of class X students at SMK NU Kunduran as research subjects. The data analysis technique in this study used qualitative analysis. The findings of this research are learning media for object detection of computer network devices using desktop-based machine learning. The research results from the material expert trial received a percentage of 91,25%. Results from media expert trials get a percentage of 90,00%. The results of the student respondents resulted in a percentage score of 84,13%. From these results, it can be concluded that the learning media product for object detection of computer network devices with desktop-based machine learning is said to be feasible to be applied to learning the basics of computer network engineering and telecommunications.  \nKeywords: machine learning; learning media; object detection; development  \nPENDAHULUAN  \nDi era sekarang tentunya teknologi sangatlah penting dalam dunia Pendidikan. Setiap guru dituntuk untuk memanfaatka teknologi dalam proses pembelajaran. Sebagai upayapeningkatan inovasi belajar peserta didik pada kurikulum merdeka","cbCaiu46XvETf92Q","https://ap.wps.com/l/cbCaiu46XvETf92Q","pdf",480518,5,1,10,"Indonesian","id",113,"# Pendahuluan\n## Latar belakang teknologi dan kebutuhan media pembelajaran\n## Dasar object detection dalam computer vision\n## Keterkaitan dengan pembelajaran dasar teknik jaringan komputer dan telekomunikasi","[{\"question\":\"Penelitian ini menghasilkan produk media pembelajaran apa?\",\"answer\":\"Penelitian menghasilkan media pembelajaran object detection untuk perangkat jaringan komputer yang menggunakan machine learning berbasis desktop.\"},{\"question\":\"Metode pengembangan yang digunakan dalam penelitian ini adalah apa?\",\"answer\":\"Penelitian menggunakan metode R\\u0026D dengan model pengembangan 4D: pendefinisian, perancangan, pengembangan, dan penyebarluasan.\"},{\"question\":\"Bagaimana hasil kelayakan media berdasarkan uji ahli dan respon peserta didik?\",\"answer\":\"Uji ahli materi memperoleh 91,25%, uji ahli media 90,00%, dan respons peserta didik memperoleh 84,13%.\"}]","Media Pembelajaran Object Detection Perangkat Jaringan Komputer menggunakan Machine Learning berbasis Desktop - 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