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Penerapan Algoritma K-Nearest Neighbor Untuk Klasifikasi Rumah Layak Atau Tidak Layak Huni (Studi Kasus: Desa Bulu Kecamatan Kraksaan Kabupaten Probolinggo) Deniyanto Muchlizin Wahidillah; Abu Tholib; Muafi Muafi
Jurnal Ilmiah Informatika Vol. 7 No. 2 (2022): Jurnal Ilmiah Informatika
Publisher : Department of Science and Technology Ibrahimy University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35316/jimi.v7i2.75-84

Abstract

The house is a need that must be met, in addition to food and clothing needs, as well as an indicator of community welfare, to create a safe, comfortable and healthy living environment. The government provides social rehabilitation assistance to the community for uninhabitable houses by helping to buy building materials so they can rehabilitate homes that are not proper. In Bulu Village there are still many places to live that are categorized as uninhabitable houses. This is because of the community's income factor and limited knowledge about the function of the house, as well as facilities and infrastructure that make it increasingly difficult to realize livable dwellings. This research uses the K-Nearest Neighbor algorithm for the classification of decent or uninhabitable homes which aims to provide convenience in determining prospective recipients of social rehabilitation assistance for uninhabitable houses with accurate results and minimizing mistargeting. The results of this study are an average accuracy of 96.25% with a standard deviation of 5.73% in the 7th model test using 10-fold cross-validation with odd k and validation and evaluation of results with the confusion matrix getting an accuracy value of 100%, the precision value is 100%, the recall value is 100%, and the f-measure value is 100% with k = 13.
APLIKASI GOVIS (GO-VISIT) DINAS PARIWISATA DAN KEBUDAYAAN PROBOLINGGO Moh. Furqan; Muafi Muafi; Aprilia Dwi Ariska
NJCA (Nusantara Journal of Computers and Its Applications) Vol 4, No 1 (2019): Juni 2019
Publisher : Computer Society of Nahdlatul Ulama (CSNU) Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36564/njca.v4i1.44

Abstract

Provinsi Jawa Timur terdiri dari 29 Kabupaten dan 9 Kota, setiap Kota atau Kabupaten memiliki potensi wisata dan budaya yang beraneka ragam. Wisata dan budaya setiap daerah tersebut mempunyai karakteristik dan keunikan sendiri yang perlu dikembangkan dan dilestarikan. Salah satu potensi budaya dan pariwisata yang ada di Jawa Timur adalah di Kabupaten Probolinggo. Dinas Pariwisata dan Kebudayaan Probolinggo merupakan suatu instansi yang bertanggung jawab dalam mempublikasikan Pariwisata yang ada pada  Probolinggo. Sejauh ini Dinas Pariwisata dan Kebudayaan Probolinggo dalam mempublikasikan tempat – tempat umum yang ada di Probolinggo masih menggunakan media online berbasis website, selain itu informasi yang kurang lengkap mengenai tempat – tempat umum yang ada di Probolinggo membuat wisatawan kesulitan dalam mendapatkan suatu informasi yang ingin mengadakan perjalanan wisata yang ada di Probolinggo. Sehingga dengan adanya suatu aplikasi yang memanfaatkan teknologi android ini dapat membantu mengatasi permasalahanpermasalahan pada bidang pariwisata. Sedangkan penelitian ini menggunakan metode WATERFALL dalam pengembangan sistemnya dengan urutan langkah-langkah di mulai rekayasa kebutuhan, desain, pengkodean atau implementasi, pengujian dan tahap pemeliharaan. Hasil dari penelitian ini didapatkan sebuah program berbasis web dan android yang dirancang untuk mengelola aplikasi go visit probolinggo secara online.Hasil dari perancangan Aplikasi Go Visit Probolinggo ini dapat memberikan kemudahan bagi petugas dalam mempublikasikan wisata yang ada di Probolinggo dan bagi wisatawan dalam mendapatkan informasi tentang tempat wisata.
PkM Peningkatan Kemampuan Masyarakat Desa Terhadap Teknologi Informasi melalui Jaringan Internet Sebagai Penerapan IoT Desa Cerdas M . Syafiih; Nadiyah Nadiyah; Matlubur Khairi; M Fadhilur Rahman; Muafi Muafi
GUYUB: Journal of Community Engagement Vol 4, No 2 (2023): Pendampingan Peningkatan Ekonomi, Kesehatan, dan Pendidikan
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/guyub.v4i2.5957

Abstract

Bucor Wetan Village is one of the villages in Pakuniran District, Probolinggo Regency, a village with a strong cultural culture and a religious community that makes villagers have a very high level of awareness of education. Such conditions are not matched by balanced infrastructure development, including uneven and unstable internet services. From these problems, the service team will provide training and assistance to improve the ability of the community to be able to build an internet network so that all residents will enjoy a stable internet network, the output of this activity will make the village smart with the ability to use information technology. he The method used with assistance starts planning, implementation, and evaluation. The results of community service have made the residents of Bucor Wetan Village have the ability to build an internet network and enjoy a stable internet.Â