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All Journal Coding: Jurnal Komputer dan Aplikasi Jurnal TIMES CESS (Journal of Computer Engineering, System and Science) JURNAL MEDIA INFORMATIKA BUDIDARMA Jusikom : Jurnal Sistem Komputer Musirawas JMM (Jurnal Masyarakat Mandiri) IRJE (Indonesian Research Journal in Education) ALGORITMA : JURNAL ILMU KOMPUTER DAN INFORMATIKA JURNAL PENDIDIKAN TAMBUSAI JURIKOM (Jurnal Riset Komputer) JOURNAL OF SCIENCE AND SOCIAL RESEARCH JUSIM (Jurnal Sistem Informasi Musirawas) Building of Informatics, Technology and Science Journal of English Education and Teaching (JEET) JISKa (Jurnal Informatika Sunan Kalijaga) JURNAL MAHAJANA INFORMASI Jurnal Teknologi Dan Sistem Informasi Bisnis JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Abdi Laksana : Jurnal Pengabdian Kepada Masyarakat International Journal of Advances in Data and Information Systems Journal Zetroem Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI Bulletin of Computer Science Research Instal : Jurnal Komputer Bulletin of Information Technology (BIT) Jurnal Minfo Polgan (JMP) Jurnal Nasional Teknologi Komputer PROSISKO : Jurnal Pengembangan Riset dan observasi Rekayasa Sistem Komputer Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Sistem Pendukung Keputusan dengan Aplikasi Jurnal Sistim Informasi dan Teknologi Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) International Conference on Sciences Development and Technology Al-Manaj International Journal of Information System & Innovative Technology Innovative: Journal Of Social Science Research JURNAL PENDIDIKAN DAN KEGURUAN Jurnal Manajemen Sistem Informasi Communication and Information Journal Jurnal Pendidikan dan Ilmu Sosial Journal Of Informatics And Busisnes Jurnal Sistem Informasi dan Ilmu Komputer Jurnal Kendali Teknik dan Sains JRIIN :Jurnal Riset Informatika dan Inovasi Jurnal Penelitian Teknologi Informasi dan Sains Saber: Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi International Journal of Language and Ubiquitous Learning Jurnal Testing dan Implementasi Sistem Informasi Router : Jurnal Teknik Informatika dan Terapan Repeater: Publikasi Teknik Informatika dan Jaringan Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika Neptunus: Jurnal Ilmu Komputer dan Teknologi Informasi Mars: Jurnal Teknik Mesin, Industri, Elektro dan Ilmu Komputer Ignite: Journal Islamic Global Network for Information Technology and Entrepreneurship International Journal of Information System and Innovative Technology Journal of Computer Science Artificial Intelligence and Communications
Supiyandi Supiyandi
Universitas Pembangunan Panca Budi
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Public Health Social Sciences Other

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Implementasi Multi-Objective Optimization Based On Ratio Analysis (MOORA) Dalam Sistem Pengambilan Keputusan Pemilihan Jurusan Berbasis Minat Siswa Supiyandi Supiyandi; Chairul Rizal; Muhammad Iqbal; Randi Rian Putra; Hafizh Sallam
Jurnal Testing dan Implementasi Sistem Informasi Vol. 1 No. 2 (2023): Jurnal Testing dan Implementasi Sistem Informasi
Publisher : Lembaga Riset dan Inovasi Almatani

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Abstract

Di era digital sekarang ini dibutuhkan kemampuan individu yang lebih kreatif dan inovatif diberbagai bidang, sehingga siswa SMK harus lebih mempersiapkan kompetensinya. Dalam hal ini kompetensi berkaitan dengan jurusan yang mereka pilih. Rata-rata siswa salah mengambil jurusan sekitar 35%, ikut teman sekitar 50%, untuk siswa yang benar-benar tepat memilih jurusan 15%. Untuk hal ini maka dibutuhkan metode sistem pendukung keputusan MOORA dalam hal mennetukan jurusan sesuai dengna minat dan bakat siswa. Pengembangan sistem menggunakan metode Waterfall. Tujuan penelitian ini mendesain sistem pendukung keputusan yang dapat digunakan untuk pemilihan jurusan sesuai minat siswa dengan memanfaatkan keputusan hasil metode MOORA. Hasil dari penelitian ini menggambarkan perhitungan MOORA untuk pemilihan jurusan maka calon siswa mendapatkan keputusan untuk memilih jurusan Multimedia karena memiliki nilai tertinggi
Analisis Klasifikasi Broken Home pada Anak Menggunakan Metode Naïve Bayes Classifier Supiyandi Supiyandi; Supiyandi Supiyandi; Almanna Hussein; Irwan Gunawan; William Lutfi Rahman Harjo
JISKA (Jurnal Informatika Sunan Kalijaga) Vol. 8 No. 2 (2023): Mei 2023
Publisher : UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/jiska.2023.8.2.90-101

Abstract

Broken home is a term that defines a situation in a family where most people handle no harmony, happiness, or peace. The impact of a broken home on a depressed family on children who can experience mental, emotional, and behavioral changes that are uncontrolled and undirected. Therefore, a classification is needed to categorize a child in a family as a broken home or not. The classification process will apply the Naïve Bayes Classifier classification method by taking into account the factors that refer to the statement that a child is called a broken home. With this classification, it is hoped that it can help know what and how a broken home child can be called a broken home and with this classification, it is expected that parents can minimize broken homes in children in the future by paying attention to the determining factors.
Penerapan Smart System Konveyor Pemilih Buah - Buahan Menggunakan Mikrokontroller Arduino Supiyandi Supiyandi; Muhammad Irfan Sarif; Supiyandi; M Khori Pratama
Jurnal Sistim Informasi dan Teknologi 2023, Vol. 5, No. 1
Publisher : SEULANGA SYSTEM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/jsisfotek.v5i1.204

Abstract

Kemajuan teknologi komputer telah menyentuh sektor pertanian dan telah digunakan di hampir semua tahap produksi, mulai dari tahap pengolahan lahan, penanaman, hingga pascapanen. Penggunaan teknologi yang tepat dan efektif selama periode pascapanen dapat memberikan manfaat yang efisien untuk peningkatan kualitas dan kuantitas produk pertanian. Seiring dengan berkembangnya teknologi, teknik manual untuk menyortir buah diganti dengan mesin yang dilengkapi dengan teknik komputer visi dan kecerdasan buatan. Para peneliti dan penemu merancang berbagai mesin yang berbeda untuk buah untuk mengurangi usaha manusia. Desa Doulu merupakan Desa yang terletak di Kecamatan Brastagi Kabupaten Karo Provinsi Sumatera Utara yang cukup di kenal karena memiliki objek wisata yang cukup menarik untuk dikunjungi. Sebuah desa yang menyajikan lokasi objek wisata di Desa tersebut menampilkan pesona alam yang cukup menakjubkan untuk para wisatawan local maupun mancanegara. Desa Doulu memiliki banyak tempat lokasi perkebunan berbagai jenis buah-buahan yang ditanam petani desa tersebut, hal ini yang menjadikan daya tarik objek wisata yang cukup baik dan menyehatkan untuk wisatawan. Permasalahan yang didapat dari tersebut tersebut ialah petani cukup kerepotan pada saat musim panen buah-buahan yang mereka tanam begitu cukup melimpah sehingga menyulitkan para petani untuk memilih satu persatu buah-buahan yang mereka panen dari kebun yang ada di Desa Doulu Kecamatan Berastagi Kabupaten Karo. Hal ini dibutuhkan teknologi yang dapat mempermudah para petani buah-buahaan untuk mensortir jenis buah-buahan yang mereka tanam di Desa Doulun Kecamatan Berastagi Kabupaten Karo. Sehingga para para petani buah-buahan yang ada di Desa Doulu tetap dapat mengoptimalkan waktu dalam hal menyortir jenis buah-buahan yang mereka panen. Untuk mengatasi masalah tersebut penulis akan membuat sebuah penelitian untuk mendeteksi jenis buah-buahan yang akan disortir berdasarkan jenis buah yang ada di Desa Doulu. Sistem cerdas yang dikembangkan pada penelitian ini akan menggunakan mikrokontroller arduino dan beberapa sensor yang dapat memilih jenis buah-buahan tersebut.
Penerapan Deep Learning dalam Analisis Citra Gigi Supiyandi Supiyandi; Wahyu Eka Judistira; Sepriana Nurliani; Rondi Sahputra Darmono; Inneke Putri
JURNAL PENDIDIKAN DAN ILMU SOSIAL (JUPENDIS) Vol. 2 No. 4 (2024): Oktober : JURNAL PENDIDIKAN DAN ILMU SOSIAL
Publisher : Institut Teknologi dan Bisnis (ITB) Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54066/jupendis.v2i4.2165

Abstract

Testing in dental medical recognition and recording is still done manually, causing it to take a long time. In this study, an object detection method was applied to assist doctors in identifying patient conditions. Convolutional Neural Network (CNN) method was trained with an intraoral image dataset that includes five categories of tooth conditions: normal, filling, caries, and residual roots. CNN performance evaluation was conducted using evaluation metrics, and the results showed that the best CNN model achieved an mAP of 84% and a testing accuracy of 82%. This research successfully achieved its main goal, which is to build a reliable deep learning model for dental disease detection and recognition in humans.
Analysis Quality of Service (QoS) on Ad Hoc Networks with Network Simulator Version 3 (NS-3) Rahmadani Rahmadani; Supiyandi Supiyandi; Manalu Lia Kristina
International Journal of Information System and Innovative Technology Vol. 2 No. 1 (2023): June
Publisher : Geviva Edukasi Trans Teknologi

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Abstract

QoS (Quality of Service) results for throughput, packet loss and delay as well as data transfer process performance tests were carried out with the NS-3 simulator based on the number of nodes that are continuously added according to the scenario on the ad hoc network. The scenario of adding nodes is carried out in stages starting from 10 nodes, increasing to 20 nodes, up to 40 nodes. The results of the analysis and measurements obtained for throughput produce an average value of 3.1872 Kbps so that it is included in the good category. The packet loss parameter produces an average value of 3.48% which is included in the good category and the delay parameter produces an average value of 6,824 ms which is also included in the good category. The final results of the ad hoc network simulation process with NS-3 are presented in graphical view
Pengembangan Chatbot Sederhana Untuk Informasi Akademi Menggunakan Python Dan Flash Untuk Masyarakat Andhika Fisryansah Ahlief Putra; Samsul Maarif Aceh; Awaluddin Nasution; Muhammad Syahuda Hasibuan; Supiyandi
Journal Of Informatics And Busisnes Vol. 2 No. 2 (2024): Juli - September
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v2i2.1223

Abstract

In the ever-evolving digital age, information technology has become a key component in various aspects of life, including the education sector. One technology that shows great potential is chatbot, a computer program designed to simulate human conversation. This research aims to develop a simple chatbot that can provide academic information to the community, using the Python programming language and the Flask framework. This chatbot utilizes Natural Language Processing (NLP) technology to understand and respond to user questions. The results show that the chatbot developed by Universitas Islam Negeri Sumatera Utara (UINSU) can improve accessibility and efficiency in the dissemination of academic information. With further improvements in language understanding capabilities and integration with more comprehensive academic databases, this chatbot has the potential to become a very useful tool in the academic environment. This research makes an important contribution in utilizing digital technology to improve educational services and user experience in accessing academic information.
Evaluasi Kinerja Filter High-Pass Dan Low-Pass Pada Citra Beresolusi Tinggi Menggunakan Matlab Anita Yulistia; Gita Aulia; Harun Al Rasyid; Mhd Murini Ramadhani; Nabila Intan Zahrani; Supiyandi
Journal Of Informatics And Busisnes Vol. 2 No. 2 (2024): Juli - September
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v2i2.1224

Abstract

This study aims to evaluate the performance of high-pass and low-pass filters on high-resolution images using MATLAB software. High-pass and low-pass filters are two basic techniques in image processing that have different functions. A high-pass filter is used to accentuate details and edges in an image, while a low-pass filter is used to smooth the image and reduce noise. This research covers the application of both types of filters on various high-resolution images, as well as the analysis of filter performance based on image quality metrics such as Peak Signal-to-Noise Ratio (PSNR) and Mean Squared Error (MSE). The results show that the high-pass filter is effective in preserving edge details, but increases the noise level. In contrast, low-pass filters are effective in reducing noise, but may cause the loss of some important details in the image.
Penerapan Filter Adaptif Untuk Pengurangan Noise Pada Citra Digital Cindya Putri Hidayat Siregar; Evra Tiara Syahputri; Nurjannah Hasibuan; Yusril Burhani Batubara; Try Widyawanti; Supiyandi
Journal Of Informatics And Busisnes Vol. 2 No. 2 (2024): Juli - September
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jibs.v2i2.1260

Abstract

Noise reduction in digital images is one of the main challenges in image processing. Noise can be caused by various factors such as camera sensors, environmental conditions, and data compression. Adaptive filters have become an effective method to reduce noise without sacrificing important details in the image. This study aims to evaluate the performance of different types of adaptive filters, including Adaptive Median Filter, Wiener Filter, and Anisotropic Diffusion Filter, in reducing Gaussian noise, salt-and-pepper noise, and speckle noise. The experimental results show that the Adaptive Median Filter is very effective for reducing salt-and-pepper noise, while the Wiener Filter gives the best results for Gaussian noise and speckle noise. The Anisotropic Diffusion Filter shows balanced performance for all types of noise with satisfactory visual results. Although adaptive filters have higher computational complexity, the gains in image quality make them feasible for applications that require high-quality results. This research confirms the great potential of adaptive filters in improving digital image quality and provides recommendations for practical applications in various fields.
Peran Badan Koordinasi Pemuda Remaja Mesjid Indonesia (BKPRMI) dalam Meningkatkan Kesadaran Pemuda untuk Memakmurkan Masjid Abdul Kholik; Supiyandi
Al-Manaj : Jurnal Program Studi Manajemen Dakwah Vol. 4 No. 1 (2024): Al-Manaj
Publisher : Prodi Manajemen Dakwah STAIN Mandailing Natal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56874/almanaj.v4i1.1884

Abstract

Masyarakat Indonesia yang mayoritas Islam menjadi peluang tersendiri bagi Badan Komunikasi Pemuda Remaja Masjid Indonesia (BKPRMI) untuk memainkan peran penting dalam memberdayakan potensi pemuda dan remaja muslimnya. Dewan Pengurus Kecamatan Badan Komunikasi Pemuda Remaja Masjid Indonesia (DPK BKPRMI) Kecamatan Pulo Bandring dalam memandang berbagai permasalahan bangsa Indonesia ke depan serta menyikapi beberapa permasalahan umat, antara lain menjadikan masjid sebagai pusat ibadah dan peradaban umat Islam. Melalui penelitian ini peranan BKPRMI dalam meningkatkan kesadaran pemuda untuk memakmurkan Masjid di Kecamatan Pulo Bandring Kabupaten Asahan, secara kualitatif bermaksud memahami realitas empirik dari fenomena-fenomena yang muncul dalam proses pengamatanobjek penelitian. Dalam penelitian ini yang akan diamati adalah pemuda Masjid Al Falah Desa Gedangan, Masjid Al Huda Desa Tanah Rakyat, Masjid Jamiul Mukminin Desa Sukadamai Kecamatan Pulo Bandring Kabupaten Asahan dalam meningkatkan kesadaran untuk memakmurkan masjid.
Analisis Performa Algoritma Pendeteksian Tepi pada Citra Multispektral Supiyandi Supiyandi; Dinah Makhroza Silalahi; Dwi Prapita Sari; Rosa Prahasti; Donny Dwi Putra
Jurnal Sistem Informasi dan Ilmu Komputer Vol. 2 No. 3 (2024): Agustus : Jurnal Sistem Informasi dan Ilmu Komputer
Publisher : Universitas Katolik Widya Karya Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jusiik-widyakarya.v2i3.3472

Abstract

Multispectral image is a type of digital image that captures spectral information in several channels or bands. Edge detection is one of the basic techniques in image processing which is used to identify the boundaries of objects in an image. This research aims to analyze the performance of several edge detection algorithms on multispectral images. The algorithms tested include the Sobel, Prewitt, Roberts, Canny, and Laplacian of Gaussian (LoG) algorithms. Tests were carried out on high resolution multispectral images from the Landsat-8 satellite. The evaluation metrics used are accuracy, precision, recall, and F1-score. The research results show that the Canny algorithm has the best performance with the highest F1-score compared to other algorithms. Apart from that, this research also analyzes the effect of the number of channels in multispectral images on the performance of edge detection algorithms.
Co-Authors AA Sudharmawan, AA Aalhafis Aden Triguna Abdul Karim Abdul Khaliq Adinda Putri Aisyah Adisty Maysandra Agus Priawan Aidil Halim Lubis Akhiryani, Atna Aldri Frinaldi Almanna Hussein Alvin Febrian Amelia, Nanda Aminuddin Indra Permana Andhika Fisryansah Ahlief Putra Andriana, Melly Andriani Sitorus Andry Wiranda Hakiki Andysah Putera Utama Siahaan Anggita Aprilia Anita Yulistia Arizka Anggraini Armasari, Selly Arrahma, Syahrani Asih, Munjiat Setiani Awaluddin Nasution Ayu Nafis bagus dwi nugraha Barany Fachri Basyir, Muhammad Khalidin Benni Ichsanda Rahman Hz Benni Ichsanda Rahman Hz Berutu, Nurhalijah Binti Mailok, Ramlah Chairul Rizal Chairul Rizal Chairul rizal Cindy Atika Rizki Cindya Putri Hidayat Siregar Damayanti, Fera Darbin Silaban Darmansyah, Dandi Darmawan Napitupulu Dian Kurnia Dinah Makhroza Silalahi Donny Dwi Putra Dwi Citra Tarcilia Br Berutu Dwi Prapita Sari Eka Putra Eka, Muhammad Eka, Muhammad Eko Hariyanto Evra Tiara Syahputri Fachri, Barany Fadhil Waldana Fadhil, Muhammad Syaban Fahmi Zahary Fahraini, Fakhita Fahrizal, Deni Fajar Ryanda Fasya, Muhammad Rezeki Fauzi Bima Ramadhan Fauzi Kurniawan Ferdiyansyah Surbakti Fikri Aditiya Sitorus Firda Mei Amandaa Firtiani, Ade Irda Ginting, Giovany Ginting, Risdawati Gita Aulia Grase Latifah Sibuea Hafizh Sallam Hakim Gilangkara Hamdi Handoko, Divi Harahap, Ardhansyah Putra Harun Al Rasyid Havni Virul Hendry Hermansyah Hermansyah Hermansyah Hidayah, Adinda Fita Hotmaidah Harahap Ibnu Faisal Icha Miranti Irzan Ilka Zufria Inneke Putri Irfan Azhar Gurning, Muhammad Irfan Sarif, Muhammad Irwan Irwan Gunawan Jiddan, Jayyid Jonhuneddi, Ridho Defvin Ananda Jundi Haqqoni Khairul Azis Khairuniza, Nabila Kiki Widya Pratiwi Latifa Khoirani Latifa Khoirani Leni Marlina Lia Kristina , Manalu Lili Wilandari Lingga, Cindy Valentina Lisa Amelia Putri Luthfiah Azzahra Irhanda Luthfie Budie M Khori Pratama M. Zidan Damanik Mailok, Ramlah Binti Malau, Sebastian Veron Manalu Lia Kristina Martiman Suazisiwa Sarumaha Mesran, Mesran Mhd Murini Ramadhani Mochammad Imron Awalludin Mohammad Yusup Mohammad Yusup Mona Donaon Muhammad Abdul Mujib Muhammad Amin Muhammad Eka Muhammad Eka Muhammad Eka Muhammad Eka Muhammad Eka Muhammad Evan Jinanda Muhammad Fajrotu Syahri Dalimunthe Muhammad Habib Muhammad Hasanuddin Muhammad Hasanuddin, Muhammad Muhammad Ikhsan Muhammad Iqbal Muhammad Irfan Sarif Muhammad Israr Fathoni Muhammad Noor Hasan Siregar Muhammad Siddik Hasibuan Muhammad Syahuda Hasibuan Muhammad Yusuf Azmi Muhammad Zen Muhammad Zen, Muhammad Munadi Munadi Nabila Intan Zahrani Nasution, Yusuf Ramadhan Nasution, Yusuf Ramadhan Natria Selina Nazwa Alya Faradita Nuranisah Nuranisah Nurjannah Hasibuan Nurul Fitriah Nuzul Ramadhan Paranindra Ardhana Biroe Aurori Pasaribu, Saddam Husen Romadon Pasi, Ramadhana Pramudya, Farhan Amar Pratama, M. Khoiri Putra, Donny Dwi Putra, Randi Rian Putri Andini Putri, Dinda Wijaya Rafif Rasendriya Rahim, Fitra Rahmadani Rahmadani Rahmadani Rahmadani Rahmat Abdillah Rasendriya, Rafif Rebecca Evelyn Laiya Ricky Ramadhan Harahap Rino Ariansyah Rino Ariansyah Risma Hidayati Rismayanti Rismayanti Rizal, Chairul Rizki, Cindy Atika Rizky Vita Losi Rondi Sahputra Darmono Rosa Prahasti Rusmin Saragih, Rusmin Safrizal Barus Saidi Ramadan Siregar Salsa Nabila Iskandar Salsabila Yusra Samsul Maarif Aceh Sanjaya, Dian Sari, Anggy Permata Sari, Dwi Prapita Sarip, Mohammad Sepriana Nurliani Shafa Marwah Azzahra Sidik, Jafar Silalahi, Dinah Makhroza Silmi Syahida Siregar, Ina Namora Putri Siti Ismahani Siti Khodijah Siti Sundari Sri Putri Balqis Sri Ratna Dewi suci ramadhani Suryanda, Daniel Suyitno Suyitno Syahputra, Zulfahmi Syamsul Arifin Syawaliah Putri Rangkuti Tanjung, Agung Hafizh Tegar Ardiansyah Trisatin Panggabean Try Widyawanti Vera Meikana Sitorus Wahyu Eka Judistira Wahyudi, Farhan Rizky Warda Hamidah Wasito, Muhammad Wicaksono, Aldi William Lutfi Rahman Harjo Yessi Fitri Annisah Lubis Yusril Burhani Batubara Yusuf Ramadhan Nasutiion Yusuf Ramadhan Nasution, Yusuf Ramadhan Yusup, Mohammad Zul fiqr Zulfahmi Syahputra