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Identifikasi Mutu Bij Kopi Arabika Berdasarkan Cacat dengan Teknik Convolutional Neural Network Saputra, Mahmuda; Kusrini, Kusrini; Kurniawan, Mei P
Inspiration: Jurnal Teknologi Informasi dan Komunikasi Vol 10, No 1 (2020): Jurnal Inspiration Volume 10 Issue 1
Publisher : STMIK AKBA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35585/inspir.v10i1.2533

Dalam proses pengemasan saat ini, penyortiran ini dilakukan secara manual. Dalam penelitian ini, convolution neural network diterapkan untuk secara otomatis untuk mengetahui informasi kecacatan biji kopi arabika. Input yang digunakan dalam penelitian ini adalah gambar biji kopi arabika dengan proses penguraian yang telah dikeringkan. Skenario yang terlibat dalam penelitian ini adalah pengumpulan data, preprocessing, klasifikasi dan pengujian. Preprocessing dilakukan dengan memotong beberapa cakupan objek biji kopi yang hanya berisi gambar biji kopi. Klasifikasi dilakukan oleh CNN, untuk mendapatkan akurasi model yang terbaik, parameter yang ada harus diuji dan dievaluasi. Pengujian dilakukan untuk dua jenis model, model 2 kelas dan model 4 kelas. Hasil percobaan menunjukkan bahwa akurasi terbaik yang diperoleh untuk model 2-kelas adalah 82,46 % dengan menggunakan tingkat pembelajaran 0,0001, konvolusi lapisan tunggal dengan lima belas filter dan 100 neuron pada lapisan tersembunyi. Ukuran filter adalah 3x3x3. Sedangkan model 4-kelas memperoleh akurasi terbaik 70,73% dengan dua lapisan konvolusional. Jumlah filter di setiap lapisan adalah 6 filter dengan ukuran 3x5x5 di lapisan pertama dan 18 filter dengan ukuran 6x3x3 di lapisan kedua.

Penerapan Kombinasi Algoritma Caesar Cipher pada Block Acak dan Cipher Transposisi Dalam Mengamankan Pesan mahmuda saputra; Alva Hendi Muhammad
Journal of Information Technology Vol 1 No 1 (2021): Journal of Information Technology
Publisher : Institut Shanti Bhuana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46229/jifotech.v1i1.235

The developments in technology for using security of information are still a threat to every party in processing and transaction confidentiality of messages sent received by users. In this study, the authors carried out a process of learning in terms of classical security with a Caesarean algorithm model with technical support for random blocks of messages and the use of ciphertexts in password transposition. This is to see how the flow can be controlled in describing a message to be conveyed to the required destination. This process is invincible with a few simple experiments, in order to achieve the desired results. Some of the research results carried out in this study include (1) the existence of a process in using the Caesarean cipher cryptographic algorithm, (2) For learning in an information or message that will be sent every time it is received, (3) Each stage of the Caesarean Cipher algorithm is very useful for exploring a messages with a more secure yahoo combination. (4) Can carry out a combination process with random block techniques and transposition ciphers.

E-COMMERCE PENJUALAN KOPI GAYO (Studi Kasus : UMKM Ine Kopi di Kecamatan Bandar) Ilham Mabrur; Mahmuda Saputra; Hendry Syahputra
Jurnal Teknik Informatika dan Elektro Vol 4 No 1 (2022): Januari: Jurnal Teknik Informatika dan Elektro
Publisher : Universitas Gajah Putih

E-Commerce is a flexible buying and selling system where a buyer does not need to come to a physical store to buy an item. Currently e-commerce is one of the alternative options for a business that is especially engaged in the field of processed coffee as a medium of information that facilitates interaction between sellers and buyers without limited space and time. Coffee is one of the leading commodities in plantation subsectors in Indonesia, especially in the gayo karana highland area because it has good market opportunities at home and abroad and also has an important role in the Indonesian economy, one of which is the Ine kupi business owned by individuals who are on the main shah road, bahgie bertona village, Kec Bandar, Bener Meriah, Aceh where with the design of this sales e-commerce system can make it easier for consumers to order products on Ine Kupi as long as they are connected to the internet network, Consumers only need to register, login and place an order.

PENERAPAN DATA MINING DALAM PROSES PREDIKSI PERCERAIAN MENGGUNAKAN ALGORITMA NAIVE BAYES DI KABUPATEN ACEH TENGAH Desi Laila Sari; Mahmuda Saputra; Husna Gemasih
Jurnal Teknik Informatika dan Elektro Vol 4 No 1 (2022): Januari: Jurnal Teknik Informatika dan Elektro
Publisher : Universitas Gajah Putih

Marriage in the view of Islam is something sacred, meaning worship to Allah SWT, following the sunnah of the Prophet Muhammad and carried out on the basis of sincerity, responsibility, and following legal provisions that must be heeded. In Aceh province, the divorce rate from Aceh Syari'ah Court data throughout 2017, the number of divorces occurred reaching 5,399. The data and facts about the divorce case are a reality that must be accepted even though it is bitter, and while looking for the best way and strategy to prevent divorce from an early age. Based on the divorce rate which continues to increase every year, it is necessary to have data to determine the factors that influence divorce. Thus, these data can be used as a decision-making tool that can later be a good solution for the government, society and for married couples in the future. Naïve Bayes classification is a simple probability classification based on the application of the Bayes Theorem with the assumption that the explanatory variables are independent or (independent). In this case, it is assumed that the presence or absence of a particular event from a group is not related to the presence or absence and other events. With a system to predict divorce, it can help users who want to know divorce predictions.

E-COMMERCE PENJUALAN KOPI GAYO : Studi Kasus : UMKM Ine Kopi di Kecamatan Bandar, Aceh Eko Siswanto; Mahmuda Saputra; Hendry Syahputra
Al Yazidiy Jurnal Sosial Humaniora dan Pendidikan Vol. 4 No. 1 (2022): Mei: Al Yazidiy : Jurnal Sosial Humaniora dan Pendidikan
Publisher : Islamic Sharia College Nurul Qarnain

E-Commerce is a flexible buying and selling system where a buyer does not need to come to a physical store to buy an item. Currently e-commerce is one of the alternative options for a business that is especially engaged in the field of processed coffee as a medium of information that facilitates interaction between sellers and buyers without limited space and time

Implementasi Perbandingan dan Optimalisasi Teknik 3D Rendering pada Objek Animasi Profil Fakultas Teknik Universitas Gajah Putih Takengon Syahputra, Hendri; Saputra, Mahmuda; Wijaya, Buge Cipta
Jurnal Informasi dan Teknologi 2022, Vol. 4, No. 4
Publisher : SEULANGA SYSTEM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/jidt.v4i4.262

Daya tarik animasi 3D menjadi sebagai sarana media informasi seperti pembuatan film, poster dan video iklan menjadi populer saat ini. Salah satu Program aplikasi opensource untuk mendukung pembuatan animasi seperti perangkat lunak Blender dalam teknik 3D rendering pada profil fakultas teknik Universitas Gajah Putih Takengon, khususnya perbedaan kualitas dan waktu rendering antara cycles dan eevee, tahap untuk menghasilkan sebuah karya animasi dibutuhkannya pengumpulan data praproduksi, produksi, hingga pascaproduksi menggunakan teknik cycles dan eevee. Kualitas dan waktu rendering animasi yang dihasilkan tentunya berbeda antara yang dibuat menggunakan komputer rumahan dan yang dibuat dengan komputer studio professional, hal ini dikarenakan komputer rumahan tidak akan sanggup merendring animasi jika mengikuti cara yang digunakan seperti komputer studio professional, oleh karena itu blender menyediakan dua pilihan rendering engine pada aplikasinya yaitu “EEVEE” dan “CYCLES” agar pengguna dapat memilih sendiri teknik rendering seperti apa yang bisa diterapkan. Dengan teknik tersebut untuk mengetahui hasil kuantitas dan kualitas rendering seperti apa yang lebih efesien dalam penggunaan teknik tersebut.

SOSIALISASI SISTEM PERPUSTAKAAN BERBASIS WEB SMP N 7 TAKENGON Saputra, Mahmuda; Zulfa, Ira; gemasih, Husna; selpiana, Widia
Jurnal Pengabdian Pada Masyarakat Indonesia Vol 3 No 1 (2024): Februari : Jurnal Pengabdian Pada Masyarakat Indonesia
Publisher : Universitas Gajah Putih, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jppmi.v3i1.976

Sistem informasi perpustakaan atau sistem informasi manajemen merupakan (SIM) yang di pakai untuk mengolah data buku,artikel,jurnal,dan majalah ilmiah,surat kabar dokumen digital an semua bahan pustaka yang berada di sebuah perpustakaan system ini terkadang di kenal sebagai e-library atau perpustakaan digital atau sistem informasi perpustakaan berbasis web yang banyak di pakai oleh perpustakaan di berbagai dunia.

SOSIALISASI PENERAPAN LAYANAN ADMINISTRASI DAN INFORMASI WEBSITE UPTD BENER KELIPAH Saputra, Mahmuda; Syahputra, Hendri; Bahgie, Mutuah
Jurnal Pengabdian Pada Masyarakat Indonesia Vol 2 No 6 (2023): Desember : Jurnal Pengabdian Pada Masyarakat Indonesia
Publisher : Universitas Gajah Putih, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jppmi.v2i6.988

UPTD kecamatan Bener Kelipah Kabupaten Bener Meriah merupakan instansi pengelolaan data dan informasi yang terintegrasi sebelum dilakukan publikasi. Kecamatan Bener Kelipah memiliki tuntutan terhadap terbentuknya system kepemerintahan yang bersih, transparan, dan mampu menjawab tuntutan perubahan secara lebih efektif dan melahirkan inspirasi penyediaan data informasi dan media komunikasi. Dengan adanya ketersediaan informasi yang transparan dan setiap saat dapat diakses oleh masyarakat, tentu akan membuat sistem pemerintahan lebih baik. Peran Kantor Camat Bener Kelipah juga diharapkan dapat mengedukasi masyarakat dan generasi muda agar mampu memanfaatkan teknologi informasi. Segala upaya dilakukan untuk meningkatkan mutu masyarakat dan generasi muda. Pembuatan website ini bertujuan agar masyarakat memahami tentang keberadaan UPTD Kantor Camat Bener Kelipah yang telah membuat beberapa kebijakan, kegiatan, program serta rencana strategis yang disusun sesuai dengan kebutuhan untuk masyarakat di bidang pelayanan umum dalam rangka mewujudkan kepemerintahan yang baik (good governance).

Parsing Data Log Hasil Pemblokiran Situs Negatif Di Satuan Kerja Perangkat Aceh Salsabilah, Adellia Divanda Riga; Zulfa, Ira; Saputra, Mahmuda
Jurnal Teknik Informatika dan Elektro Vol 6 No 1 (2024): Januari : Jurnal Teknik Elektro dan Informatika
Publisher : Universitas Gajah Putih

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jurtie.v6i1.965

In today's digital age, internet access has become an integral part of everyday life, providing broad access to information and communication. However, these technological advances also bring negative impacts, including the potential for the spread of unwanted content or harm to society. The process of parsing negative site blocking datalog is a technique used to analyze and decipher log data resulting from site blocking activities. In this context, negative site blocking is not only focused on illegal content, but also involves efforts to mitigate cybersecurity threats, including phishing attacks, malware, and other malicious online activities. Use of Observation Methods (Observation), Interviews, Literature Studies where the author made direct observations at the Aceh Communication, Informatics and Coding Agency to find out about the negative site blocking datalog in the Aceh Equipment Work Unit, conducted direct interviews with Field Supervisors and staff at the agency to find out about the process of parsing negative site blocking datalogs at the Aceh Equipment Work Unit, collect and study references related to data parsing, negative site categories, websites, CodeIgniter 4 documentation, Bootstrap documentation, and information system design tools from various journals, theses, articles, and various other reference sources. The proposed system for parsing datalogs has clear functional and non-functional needs. Functional needs involve features such as login, blocking data management, category management, blocking graph representation and reporting. Meanwhile, non-functional needs include authentication security, responsive performance, and an intuitive user interface. Thus, parsing log data resulting from negative site blocking in the Aceh Device Work Unit is expected to provide significant benefits for Diskominsa Aceh in maintaining cyber security and morality in the use of the internet in its territory. These conclusions highlight the importance of implementing sophisticated technology solutions to understand, analyze, and manage block log data efficiently and effectively.

Sistem Pendeteksi Plagiarisme Pada Laporan Skripsi Dan Magang Mahasiswa Menggunakan Metode Levenshtein Distance Saputra, Mahmuda; Zulfa, Ira; Pinte, Ike
Jurnal Teknik Informatika dan Elektro Vol 6 No 1 (2024): Januari : Jurnal Teknik Elektro dan Informatika
Publisher : Universitas Gajah Putih

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55542/jurtie.v6i1.971

The final achievement of learning in the distance study program is evidenced by a thesis, thesis, dissertation, final project, or design / art / other forms that are compiled and accounted for scientifically in accordance with the Higher Education program level. As time goes by from the establishment of the faculty of engineering until now and the increasing number of students graduating from the faculty of engineering every year, there will also be many thesis and internship reports that have been received and archived at the faculty. In thesis reports and internships of students of the Faculty of Engineering to avoid plagiarism which will hamper the process of publishing and printing thesis reports and student internships because of many plagiarisms. The purpose of this study is to accelerate the process of printing and publishing student thesis reports by speeding up the process of checking plagiarism of reports made using the Levenshtein Distance method. The results of this study are the original data of the thesis and student internship, where the thesis report test produces a similarity value of < 40%, while the internship report produces a similarity value of <10% and In testing the processing time in this system is influenced by the number of distances and the number of file sizes used, meaning that the greater the distance and file size, the longer the processing time produced.

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