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All Journal Saber: Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi
Lailatul Fitria
Universitas Muhammadiyah Gresik
Computer Science & IT

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Klasifikasi Lahan Perkebunan Kelapa Sawit Pada Citra Foto Udara Menggunakan Metode Local Binary Pattern dan Klasifikasi SVM Triyunita Nur Hayati; Nuris Sayyidatul Fatimah; Lailatul Fitria; Soffiana Agustin
SABER : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi Vol. 2 No. 3 (2024): Juli : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/saber.v1i3.1399

Abstract

Land classification for oil palm plantations is an important topic in agricultural and plantation development. In this research, the local binary pattern (LBP) method and support vector machine (SVM) classification were used to identify oil palm plantations from aerial photography images. The main challenge in this process is accurately distinguishing oil palm fields and forests that have similar patterns and colors in satellite images. The LBP method is used to extract important texture features from images, while SVM is used to build a classification model based on these features. The test results show that using this method provides an accuracy value of 83.33% in the classification of oil palm land images. The development of oil palm plantations in Indonesia is becoming increasingly important as investment prospects strengthen. This research helps develop image classification technology to support the agricultural industry.
Implementasi Framework Laravel pada Sistem Manajemen Penomoran dan Arsip Surat Bawaslu Kota Surabaya Lailatul Fitria; Umi Chotijah
SABER : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi Vol. 2 No. 4 (2024): Oktober : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/saber.v2i4.1676

Abstract

Of course, in every government there must be an administrative part, where this part plays an important role in the management of government administration. One of the government institutions that are always tied to administrative affairs is Bawaslu Surabaya. Bawaslu acts as a state agency responsible for managing correspondence documents and election-related information. Starting from the submission of correspondence to the Mail archive, everything is part of the sub. HR Bawaslu. However, due to the storage and arrangement of files that are still manual, making it difficult to determine the numbering of letters to be worked on, or search for incoming and outgoing files that have been archived. Therefore, in this study will be a solution to overcome these problems by building a numbering and archive management system using the Laravel framework. Laravel Framework has its own advantages such as, easy to develop, faster performance, data security, data reload more stable, and much more. So Laravel can be an efficient and effective solution for developers in building powerful, large-scale, and easy-to-develop web applications.
Co-Authors Nuris Sayyidatul Fatimah Soffiana Agustin, Soffiana Triyunita Nur Hayati Umi Chotijah