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All Journal Jurnal Ilmu Komputer dan Informasi Jurnal Edukasi dan Penelitian Informatika (JEPIN) Al Ishlah Jurnal Pendidikan Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) RABIT: Jurnal Teknologi dan Sistem Informasi Univrab JURNAL MEDIA INFORMATIKA BUDIDARMA Syntax Literate: Jurnal Ilmiah Indonesia Indonesian Journal of Artificial Intelligence and Data Mining JITK (Jurnal Ilmu Pengetahuan dan Komputer) IJIS - Indonesian Journal On Information System Jurnal Teknologi Sistem Informasi dan Aplikasi Digital Zone: Jurnal Teknologi Informasi dan Komunikasi JOURNAL OF SCIENCE AND SOCIAL RESEARCH JUSIM (Jurnal Sistem Informasi Musirawas) JISICOM (Journal of Information System, Infomatics and Computing) Journal of Information System, Applied, Management, Accounting and Research Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Journal of Environmental Science and Sustainable Development Brahmana : Jurnal Penerapan Kecerdasan Buatan Jurnal Teknologi Informatika dan Komputer Jurnal Teknologi Informasi dan Komunikasi Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) International Journal of Artificial Intelligence and Robotics (IJAIR) International Journal of Engineering, Science and Information Technology Jurnal Informatika dan Teknologi Komputer ( J-ICOM) Jurnal Manajemen Informatika Jayakarta Jurnal Widya Tridharmadimas: Jurnal Pengabdian Kepada Masyarakat Jayakarta Jurnal Mandiri IT Jurnal Sains dan Teknologi Widyaloka (JSTekWid) International Journal of Informatics, Economics, Management and Science INTERNATIONAL JOURNAL OF MECHANICAL COMPUTATIONAL AND MANUFACTURING RESEARCH Journal of Engineering, Technology and Computing (JETCom) Journal of Mathematics and Technology (MATECH) Publikasi Pengabdian Masyarakat Komputer dan Teknologi (PUNDIMASKOT) Jurnal: International Journal of Engineering and Computer Science Applications (IJECSA) Prosiding SeNTIK STI&K Jurnal Ilmiah Ilmu Komputer dan Teknologi Informasi (JIKOMTI) Jurnal Teknik Elektro
Verdi Yasin
STMIK JAYAKARTA
Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry 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 Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Neuroscience Physics Social Sciences Transportation Other

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The Application of the Fletcher-Reeves Algorithm to Predict Spinach Vegetable Production in Sumatra Mhd. Zoel Ardha; Verdi Yasin; Solikhun Solikhun
International Journal of Engineering and Computer Science Applications (IJECSA) Vol 2 No 1 (2023): March 2023
Publisher : Universitas Bumigora Mataram-Lombok

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/ijecsa.v2i1.2417

Abstract

Determination of spinach plant predictions is one of the most critical decision-making processes. In predicting spinach plants in each period, it depends on each period, both the previous and subsequent periods. The production of spinach plants that change every period causes uncertainty in predicting. The method used to indicate the data is the Fletcher-Reeves algorithm, it is an appropriate development technique compared to the backpropagation strategy because this strategy can speed up the preparation time to arrive at the minimum convergence value. This paper does not discuss the prediction results. Still, it discusses the ability of the Fletcher-Reeves algorithm to make predictions based on the spinach production dataset obtained from the Central Statistics Agency. The purpose of this research is to see the accuracy and performance measurement of the algorithm in the search for the best results to solve the prediction of spinach plants in Sumatra. The research data used are spinach vegetable production data in North Sumatra. Based on this data, a network architecture model will be formed and determined, including 2-20-1, 2-30-1, 2-35-1, 2-45-1, and 2-50-1. After training and testing, these five models show that the best architectural model is 2-20-1 with an MSE value of 0.00608399, the lowest among the other four models. So the model can be used to predict spinach plants in Sumatra.A well-prepared abstract enables the reader to identify the basic content of a document quickly and accurately, to determine its relevance to their interests, and thus to decide whether to read the document in its entirety.
Optimization of the Number of Clusters of the K-Means Method in Grouping Egg Production Data in Indonesia Solikhun Solikhun; Verdi Yasin; Donni Nasution
International Journal of Artificial Intelligence & Robotics (IJAIR) Vol. 4 No. 1 (2022): May 2022
Publisher : Informatics Department-Universitas Dr. Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (355.569 KB) | DOI: 10.25139/ijair.v4i1.4328

Abstract

The need for eggs that continues to increase will not increase with large egg production so that there is a shortage of egg supplies which results in high egg prices. It is necessary to group egg production in Indonesia to find out which areas fall into the high cluster and which areas fall into the low cluster. This study aims to classify the egg production of laying hens in Indonesia. The method used is the K-Means Clustering method which is a popular clustering method. To find out how optimal the number of clusters in the K-Means method is for grouping egg production in Indonesia, the researcher evaluates the DBI value of each number of existing clusters. In this study, 8 clusters were used, namely 2 clusters, 3 clusters, 4 clusters, 5 clusters, 6 clusters, 7 clusters, 8 clusters, and 9 clusters. The results of measuring the DBI value are the number of clusters 2 = 0.215, the number of clusters 3 = 0.149, the number of clusters 4 = 0.146, the number of clusters 5 = 0.157, the number of clusters 6 = 0.180, the number of clusters 7 = 0.205, the number of clusters 8 = 0.192 and the number of clusters 9 = 0.154. This study shows that the best number of clusters is the number of clusters 4 with the smallest DBI value of 0.146.
MONITORING APPLICATION FOR SUBMISSION OF PBJ TRANSACTION REPORTS ON PPATK Hadi Iswanto; Verdi Yasin; Johan Johan; Rumadi Hartawan
Journal of Information System, Informatics and Computing Vol 7 No 1 (2023): JISICOM (June 2023)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jisicom.v7i1.704

Abstract

Transaction report monitoring is monitoring activities on transaction reports submitted by Goods and/or Other Services Providers to the Financial Transaction Reports and Analysis Center. However, the transaction report monitoring process is still being carried out using Microsoft Excel so that the monitoring process does not run effectively and efficiently. From these problems an idea emerged to create a web-based transaction report monitoring application that can process transaction report data so that the monitoring process is easy for Reporting Analysts to carry out. The methodology used in making this application is the Waterfall method. The programming language used is PHP using the CodeIgniter framework. To display the application using Bootstrap. The database uses MySQL, the standalone server used is XAMPP and the text editor used is Visual Studio Code. If this application is implemented directly in the organization, it can be a solution in increasing the effectiveness and efficiency of the process of monitoring transaction reports.
KAJIAN CYBER SECURITY DALAM RANGKA KOPERASI MENGHADAPI REVOLUSI INDUSTRI 4.0 Kuncoro Wibowo; Udin Hidayat; Verdi Yasin
JISAMAR (Journal of Information System, Applied, Management, Accounting and Research) Vol 7 No 3 (2023): JISAMAR (Agustus 2023)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jisamar.v7i3.1132

Abstract

Cyber Security is an effort to protect information from Cyber Attacks. The purpose of making this paper is to inform the importance of Cyber Security in application devices, software and other devices in the era of the industrial revolution 4.0. For example, in Android Cyber Security is very important because to protect the information that we have and this cyber security is widely used by corporate companies as well. In accordance with the discussion above, it can be concluded that Cyber Security in the era of the industrial revolution 4.0, why is that? Because Cyber Security itself is designed and made to overcome problems that might occur in the cyber world, its use is very useful, guaranteed and feasible to use even for the cyber security system itself to develop and continue to get better with time. then there is no doubt about the security, comfort and usefulness of the cyber security itself. Keywords: Cyber Security, Applications, Software, Industrial Revolution
EVALUASI KINERJA SISTEM INFORMASI AKUNTANSI MENGGUNAKAN METODE PIECES Dwi Oktaviyani; Agus Sulistyanto; Johan Johan; Verdi Yasin
Jurnal Manajamen Informatika Jayakarta Vol 3 No 4 (2023): JMI Jayakarta (September 2023)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jmijayakarta.v3i4.788

Abstract

CV Persatuan Putra Mandiri merupakan salah satu distributor yang bergerak dibidang penjualan suku cadang kendaraan, khususnya mobil. Perusahaan ini memanfaatkan sistem informasi akuntansi berupa Accurate dalam membantu proses bisnis hariannya. Namun dalam pengoperasiannya, sistem ini masih ditemukan kendala yang dapat menghambat perkembangan perusahaan itu sendiri. Penelitian ini dilakukan untuk mengevalusi faktor- faktor yang mempengaruhi tingkat kepuasan pengguna Accurate menggunakan metode PIECES Framework. Penelitian ini dilakukan terhadap 9 responden kuesioner dan terdiri dari 37 indikator baik pertanyaan maupun pernyataan. Berdasarkan metode PIECES yang terdiri dari Performance, Information and Data, Economic, Control and Security, Efficiency, dan Service dapat dilihat tingkat kepuasan pengguna dari masing-masing indikator, dimana Performance memperoleh nilai 3.78, Information and Data memperoleh nilai 4.13, Economic memperoleh nilai 3.92, Control and Security memperoleh nilai 3.86, Efficiency memperoleh nilai 4.17, dan Service memperoleh nilai 3.90. Karena masing-masing indikator memperoleh nilai pada 3.43 – 4.23, hal ini mengindikasikan bahwa pengguna merasa PUAS dengan kinerja yang diberikan sistem Accurate.
PERANCANGAN SISTEM INFORMASI ABSENSI KARYAWAN BERBASIS WEB (STUDI KASUS : CV ANEKA GARMINDO) Tio Syahril; Agus Sulistyanto; Johan Johan; Verdi Yasin
Jurnal Manajamen Informatika Jayakarta Vol 3 No 4 (2023): JMI Jayakarta (September 2023)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jmijayakarta.v3i4.1054

Abstract

CV Aneka Garmindo adalah perusahaan swasta yang bergerak dalam bidang perdagangan garment. Penulis mempelajari dan menganalisa aktifitas yang berada pada CV Aneka Garmindo serta mendapatkan data langsung dari sumbernya dengan tanya jawab dan wawancara. Saat ini CV Aneka Garmindo masih manual dalam melakukan absensi pada karyawan yang mana setiap karyawan melakukan absensi dengan hanya melaporkan langsung kepada atasan dan akan dicatat dalam aplikasi Microsoft Excel, sehingga dapat menyebabkan kurang tepat pada pencatatan waktu datang dan pulang, yang mengakibatkan kurang akuratnya laporan jam kerja karyawan. Dalam melakukan aktivitas absensi karyawan pada CV Aneka Garmindo diperlukan adanya keakuratan data demi kelancaran proses pembuatan laporan absensi karyawan. Oleh karena itu perlu suatu sistem yang dapat membantu CV Aneka Garmindo secara efektif dan efisien dalam melakukan absensi. Maka diperlukan adanya suatu sistem informasi absensi karyawan pada CV Aneka Garmindo. Bertujuan untuk mempermudah atasan dalam mengelola data absensi karyawan pada CV Aneka Garmindo. Sistem informasi absensi ini selain memudahkan mengelola data absensi juga memudahkan karyawan melakukan absensi melalui web.
Analisis Quantum Perceptron Untuk Memprediksi Jumlah Pengunjung Ucok Kopi Pematangsiantar Pada Masa Pandemi Covid-19 Solikhun Solikhun; Verdi Yasin
JEPIN (Jurnal Edukasi dan Penelitian Informatika) Vol 8, No 1 (2022): Volume 8 No 1
Publisher : Program Studi Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jp.v8i1.52191

Abstract

Quantum perceptron adalah merupakan metode jaringan saraf tiruan yang memadukan antara algoritma perceptron dengan komputasi quantum. Pada penelitian ini, peneliti melakukan analisis quantum perceptron untuk memprediksi jumlah pengunjung pada ucok kopi Pematangsiantar pada masa pandemi Covid-19. Dalam memprediksi jumlah pengunjung pada Ucok Kopi Pematangsiantar, peneliti menggunakan data pengunjung sebelumnya pada masa panedmi Covid-19. Variabel yang digunakan adalah 10 varibel dimulai dari x1 sampai dengan x10. Hasil dari penelitian ini adalah analisis quantum perceptron untuk memprediksi jumlah pengunjung ucok kopi Pematangsiantar.
Sentiment Analysis of Brand Ambassador Influence on Product Buyer Interest Using KNN and SVM Putri, Natasya Kurnia; Vitianingsih, Anik Vega; Kacung, Slamet; Maukar, Anastasia Lidya; Yasin, Verdi
Indonesian Journal of Artificial Intelligence and Data Mining Vol 7, No 2 (2024): September 2024
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v7i2.29469

Abstract

In the dynamic marketing, companies usually use strategies involving celebrities or influencers to promote their products or brands. The currently popular strategy is using Korean boy bands as brand ambassadors. This collaboration certainly gets a lot of opinion responses through tweets on X app social media. This research aims to analyze sentiment to determine how the product buyer's interest responds to brand suitability, brand image management, and the influence of issues that arise in this collaboration. The research stages consist of data collection, pre-processing, labeling, weighting, and classification with K-Nearest Neighbor and Support Vector Machine and performance evaluation using a confusion matrix. The dataset used was 696 tweets taken using web scrapping techniques. This research uses the Lexicon-based method to divide the dataset into positive, negative, and neutral classes. The SVM method shows superior test results by achieving an accuracy rate of 83.34% compared to the KNN method, which produces an accuracy value of 71.2% in its calculations
Design of a Web-Based Inventory Control Information System on Jami' Baitul Muttaqin Mosque Mahfud, Imam; Yasin, Verdi; Junaedi, Ifan
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 1 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i1.2494

Abstract

The definition of inventory according to the Big Indonesian General Dictionary is (a list of) items used in an office, company, and inventory is the making or compilation of a list of items in an office, house, ship. imagine how complicated it would be if we wanted to find out what items were purchased by an institution in the past 05 or 10 years if we had to open files or records regarding these items in a book, perhaps more than one large stack of books would have to be we read them one by one and it will take quite a long time. In modern times like now, if these manual things are still done, we will be increasingly left behind by other people and will not be able to progress because we will lose in the competition. Fast, precise and effective work has become the main requirement for completing work in the current era of globalization. The inventory data collection application is an application that is used to control inventory items and planned expenditure. This application is designed to improve the performance of the DKM Jami' Baitul Mutaqqin Mosque, because up to now the process has been carried out manually so the time required is more long time to approve replacement of inventory items that must be replaced. This application was built using the PHP programming language and uses a MySQL database.
Development of a Web-Based Information System for Reporting Activities of DKI Jakarta DPRD Members Jaya, Hikmah Gusdin Putra; Yasin, Verdi; Sulistiyanto, Agus
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 1 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i1.2495

Abstract

Implementation of the activity reporting system for DKI Jakarta DPRD members is a system to facilitate the reporting of activities of DKI Jakarta DPRD members. The DKI Jakarta DPRD member activity reporting system has been widely used in companies with various technologies and systems. The author raised the problem with the DKI Jakarta DPRD Secretariat. There is no special program for storing data and making reports at the DKI Jakarta DPRD Secretariat. This activity is very important, increases efficiency, and determines its performance in terms of cost savings. Previously, data processing was carried out manually using Microsoft Excel and Word, by designing a computerized system using PHP and MySql applications, data on the activities of DKI Jakarta DPRD members had been stored in a database to simplify the process of daily activities. This research uses data collection methods by means of observation, interviews and literature study, namely by making direct observations on the objects under study and requesting the necessary data, as well as interviews or questions and answers with sources to complete the data and obtain the necessary information. The system designed is an information system for the activities of DKI Jakarta DPRD members which was created using PHP and MySQL. This system was created to be able to manage data on the activities of DKI Jakarta DPRD members and reports. The information system designed is expected to minimize the shortcomings of the system currently in use so that work activities are more effective, efficient and controlled.
Co-Authors Abdi Moissa Adi Mardian Adit Bagas Kurniawan Agus Sulistiyanto, Agus Agus Sulistyanto Ahmad Gozali Akmal Budi Yulianto Akmal Budi Yulianto Alfathir Ibnu Lianzah Anastasia Lidya Maukar Andri Agustiana Andri Agustiana Angali, Fransiska Warkop Anggeri S. Nurjaman Anik Vega Vitianingsih Anik Vega Vitianingsih Anindra Ramdhan Nugraha Anis Rohmadi Anton Zulkarnain Sianipar Ardha, Mhd. Zoel Ardyansyah Putra Pratama Arie Purwanto Arief Rahman Hakim Ariefka, Reza Arif Sudrajat Asih Septia Rini Asih Septia Rini Asih Septia Rini Azhar Ahmad Riza Benni Triyono Dana Abdulrachman Dewi Astria Wiyono Dewi Nari Ratih Permada Diah Aryani, Diah Dimas Abdillah Dimas Prasetyo Tegar Asmoro Dimas Prasetyo Tegar Asmoro Dinda Yadini Donni Nasution Dwi Novia Satriana Dwi Oktaviyani Dyta Malini Dyta Malini Erna Budhiarti Nababan Fajar Hanggara Pratama Febri Wulandari FX. Kristianto Gina Mulyani H, Rizky Putra Perdana Hadi Iswanto Haikal Munawir Hamidah Hamidah Haposan Sitorus Haposan Sitorus Hariyanto, Ferry Harlinda Syofyan Hasbullah, M.Imam Hendry Muhammad Ali Heriyanto Herry Wira Wibawa Ihramsyah Ihramsyah Ikhsan Triputra Aditya Imam Mahfud Irianto, Denna Ishaq Maulana, Ishaq Ito Riris Immasari Jajang Murpratomo Jaya, Hikmah Gusdin Putra Jazaudhi’fi, Ahmad Jenni Sabarina Br Sitepu Johan Johan Johan Johan Julinda Maya Paramudita Julius Sitanggang Junaedi, Ifan Junaedi, Irfan Karim, Mohammad Alfin Kemas Hasyim Azhari Khairul Imam Kurniadi, Andry Kurniawan, Asep Rizal Lidya Maukar, Anastasia Lulut Alfaris Mahyuddin K. M Nasution Malun, Nicholaus Ola Manuel Rizal Sanuari Mardiono Mardiono Mardiyati, Sri - Maulia Usnaini Mega Wahyuningsih Mesa Abdilah Mezzaluna Adzahra Mhd. Zoel Ardha Miftahudin Rifki Mochammad Alif Pratama Muhamad Fikri Paturahman Muhammad Aulia Rizki Muhammad Hendriawan Muhammad Zarlis Muhammad Zarlis Muhammad Zarlis Muhammad Zarlis Muhammad Zhafif Al Fatchi Muryan Awaludin Mustafa, Zulfikar Amirul Nai Dwi Rattikawati Nai Dwi Rattikawati Nandang Mulyana Narji, Mohammad Nawawi Halik Ndaru Nuswantari Nia Rahmawati, Nia Nuril Qomaryah Nurul Faizah Peniarsih, Peniarsih Poltak Sihombing Pratama, Bimas Ihsan Putra, Rahmadika Roma Putra, Syahrizal Dwi Putri Setiani Putri, Natasya Kurnia Rachmat Rachmat Rachmat Rachmat Rachmawati, Lupita Chyntia Rachmawaty Haroen Rachmawaty Haroen Rahdiana, Nana Raynard Jonathan Rendi Sukmawan Revan Andhitiyara Rian Arya Dwi Pangestu Rica Fardilah Rionaldy, Rizqy Riska Mahlia Riyanto Wujarso Rizky Fitrah Ramadhony Rodhiyah Desviana Ruben Cornelius Siagian Rumadi Hartawan Sahroni, Taufik Roni, Mr. Septian Cahyadi Siagian, Ruben Cornelius Sianipar, Anton Zulkarnaen Slamet Kacung, Slamet Solikhun Solikhun Solikhun Solikhun Solikhun Solikhun Solikhun Solikhun Solikhun Solikhun, Solikhun Sri Purwanti Sugiyono Sugiyono Suhara, Ade Sulistyanto, Agus Syafiyudin Maulana Tato, Karolina Teguh Prianto Teguh Setiadi Thomas Budiman Timbo Faritcan Parlaungan Siallagan Tio Syahril Tomi Loveri Tulus Tulus Udin Hidayat Ullum, Choirul Usman Gultom Wahidin Wahidin Wati, Seftin Fitri Ana Wibowo, Firdaus Andi Wibowo, Kuncoro Wifsdsnu Arif Nuryansyah Yanto, Sudi Ari Yoga Niscahyo Yudi Kristyawan, Yudi Yulianto, Tomi Yusra Fernando Zalukhu, Desiani Zulfenris Manurung Zulfian Azmi Zulhalim, Zulhalim