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All Journal Jurnal Informatika Kaputama (JIK) Jurnal Pengabdian Masyarakat dan aplikasi Teknologi
Linda Uswatun Hasanah
Universitas Nurul Jadid
Computer Science & IT Control & Systems Engineering Engineering Industrial & Manufacturing Engineering Other

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ANALISIS PREDIKSI HARGA RUMAH DI JABODETABEK MENGGUNAKAN MULTIPLE LINEAR REGRESSION Inayatul Maula; Linda Uswatun Hasanah; Abu Tholib
Jurnal Informatika Kaputama (JIK) Vol 7 No 2 (2023): Volume 7, Nomor 2, Juli 2023
Publisher : STMIK KAPUTAMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59697/jik.v7i2.135

Abstract

The economic and infrastructure development in the Jabodetabek area has increased the rate of population growth in the region continues to increase. This attracted the attention of property agents in the housing price competition in the area, considering that the demand for housing will also continue to increase. There are several kinds of specificities and house prices in the Jabodetabek area, so an appropriate analysis is needed to get the desired house in this study the researcher implements the Multiple Linear method Regression to predict house prices with the desired specifications. This study used a total dataset of 3553 data with 11 variables obtained from the Kaggle.com. website The data will be through the pre-pronce process of data before training the model. Furthermore, at the evaluation stage using a test matrix, namely CC (Coefficient of Correlation), MAE (Met Absolute Error), RMSE (Root Met Square Error) is used to assess the performance of the model. Based on the results of the analysis from the dataset were 965 data, where the data was divided into two parts, namely, 80% as training data and 20% as testing data from the analysis results were obtained at an accuracy rate of 0.85 or 85% with an error rate of MAE of 375428909.51 and the RMSE level of 516385,50.  
Penerapan Aplikasi Pengarsipan Berbasis Website di Desa Pondokkelor Kecamatan Paiton Kabupaten Probolinggo Anis Yusrotun Nadhiroh; Linda Uswatun Hasanah
Jurnal Pengabdian Masyarakat dan aplikasi Teknologi (Adipati) Vol 2, No 2 (2023)
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Di era digitalisasi dan perkembangan teknologi informasi saat ini, penggunaan sistem informasi menjadi kebutuhan yang sangat penting, begitu pula dalam pengelolaan arsip surat masuk dan keluar yang merupakan bagian penting dari aktivitas administrasi dalam suatu instansi atau Lembaga termasuk di Desa Pondokkelor. Balai Desa pondokkelor sebagai salah satu unit pemerintahan setingkat desa juga menghadapi tantangan dalam mengelola arsip surat secara manual menjadi kurang efektif dan efisien. Adapun tujuan dari kegiatan pengabdian kepada masyarakat ini yaitu dengan dikembangkan sebuah aplikasi pengarsipan berbasis website sehingga dapat mempermudah perangkat Desa dalam melakukan pengelolaan sistem pengarsipannya. Metode pelaksanaan kegiatan terdiri dari tahap pengumpulan data, tahap pembuatan aplikasi, dan tahap penerapan aplikasi di Desa Pondokkelor.
Co-Authors Abu Tholib Anis Yusrotun Nadhiroh Inayatul Maula