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Jurnal Teknologi Informatika dan Komputer
Published by Universitas Mohammad Husni Thamrin
ISSN : 26569957     EISSN : 26228475     DOI : https://doi.org/10.37012/jtik
Core Subject : Science, Engineering,
Computer Science & IT Electrical & Electronics Engineering
Jurnal Teknologi Informatika dan Komputer merupakan salah satu jurnal berbasis Open Journal System (OJS) yang dikelola oleh Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Mohammad Husni Thamrin (UMHT) yang berisi artikel-artikel dengan topik Teknologi Informasi yang menampung karya ilmiah para dosen Perguruan Tinggi di Indonesia. Diharapkan jurnal ini mampu memberikan motivasi dan kontribusi ilmiah bagi perkembangan ilmu pengetahuan dan teknologi.
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 706 Documents
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Perancangan Sistem Informasi Pelaporan Hasil Monitoring Mesin Grinder Berbasis Web Rian, Hesti; Gustiawan, Handa; Wicaksana, Arifin Wira
Jurnal Teknologi Informatika dan Komputer Vol. 10 No. 2 (2024): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v10i2.2355

Abstract

This study aims to design and build a web-based grinder machine monitoring result reporting information system. The grinder machine is a crucial part of the production process, so monitoring its performance is very important to ensure efficiency and product quality. The information system developed aims to automate the process of collecting, analyzing, and reporting grinder machine performance data. The methodology used in this study includes needs analysis, system design, implementation, and system testing. This system is built using web-based technology to facilitate access and integration with other existing systems in the company. The results of the study show that this information system is able to provide accurate and real-time reports, making it easier for management to make more precise and faster decisions. Thus, it is expected that this system can improve operational efficiency and reduce machine downtime.
Computer Vision: Deteksi Masker Wajah Prediksi Usia Jenis Kelamin dengan Teknik Deep Learning Menggunakan Algoritma Convolutional Neural Network (CNN) Sopian, Abu; Setiadi, Dedi; Suryatno, Agung; Agustino, Rano
Jurnal Teknologi Informatika dan Komputer Vol. 10 No. 2 (2024): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v10i2.2395

Abstract

Sejak pandemi COVID-19, penggunaan masker wajah menjadi langkah penting untuk mencegah penyebaran virus, memerlukan sistem otomatis untuk mendeteksi kepatuhan penggunaan masker. Teknologi computer vision muncul sebagai solusi potensial untuk mempermudah deteksi penggunaan masker dalam skala besar. Selain itu, teknologi pengenalan wajah telah berkembang pesat, memungkinkan identifikasi atribut lain seperti jenis kelamin dan usia dari gambar wajah. Penelitian ini mengembangkan model deep learning berbasis Convolutional Neural Network (CNN), khususnya MobileNet, untuk mendeteksi masker wajah dan memprediksi atribut wajah seperti jenis kelamin dan usia, meskipun sebagian wajah tertutupi masker. Model ini bertujuan meningkatkan efisiensi deteksi masker serta memberikan informasi demografis yang berguna dalam berbagai bidang, seperti kesehatan, retail, dan keamanan publik. Penelitian ini menggunakan pendekatan eksperimen dengan dataset gambar wajah yang mencakup individu dengan dan tanpa masker, serta data tambahan untuk prediksi jenis kelamin dan usia. Model dilatih dengan teknik transfer learning, dan dilakukan evaluasi menggunakan metrik precision, recall, F1-score, serta mean absolute error (MAE) untuk prediksi usia. Hasil eksperimen menunjukkan akurasi deteksi masker mencapai 99%, sedangkan prediksi jenis kelamin dan usia memiliki akurasi 98,75%, dengan sensitivity 98,5% dan specificity 99%. Implementasi model dalam aplikasi real-time menggunakan OpenCV dan Tkinter menunjukkan latensi deteksi rendah dan responsivitas yang baik. Penelitian ini memberikan kontribusi signifikan dalam pengembangan sistem otomatis berbasis teknologi computer vision untuk aplikasi praktis di berbagai sektor, sekaligus meningkatkan keselamatan publik melalui deteksi masker yang akurat dan cepat.
Analisis Pola Penjualan di Toko Retail Menggunakan Algoritma Apriori dengan Rapid Minner Suherman; Arsita, Ananda Dwi; Afriantoro, Irfan
Jurnal Teknologi Informatika dan Komputer Vol. 10 No. 2 (2024): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v10i2.2407

Abstract

Dalam menghadapi era teknologi yang semakin berkembang dan memberikan efek yang sangat besar dalam persaingan ekonomi. Dalam hal ini yaitu persaingan  pengusaha-pengusaha dibidang perdagangan barang dalam meningkatkan hasil penjualan menjadi lebih baik. Data Mining telah diimplementasikan ke berbagai bidang, diantaranya bidang bisnis atau perdangangan, bidang pendidikan, dan telekomunikasi. Dibidang bisnis misalnya hasil implementasi data mining dapat membantu para pebisnis dalam kebijakan pengambilan keputusan terhadap apa yang berhubungan dengan persediaan barang. Misalnya pentingnya sistem persediaan barang di suatu Toko Kharisma dan jenis barang apa yang menjadi prioritas utama yang harus di stok untuk mengantisipasi kekosongan barang. Karena minimnya stok barang dapat berpengaruh pada pelayanan konsumen dan pendapatan Toko Kharisma. Metode yang sering digunakan untuk menganalisa pola pembelian pelanggan adalah metode asosiasi atau association rule mining. Association rule mining adalah suatu metode untuk mencari pola hubungan antar satu atau lebih itemset yang ada dalam suatu dataset. Algoritma yang paling popular dalam mencari pola hubungan itemset adalah algoritma Apriori atau sering disebut dengan market base analysis. Data mining adalah sebagai proses untuk mendapatkan informasi yang bergunadari gudang basis data yang besar. Data mining juga dapat diartikan sebagaipengekstrakan.informasi baru yang diambil dari bongkahan data besar yang membantu dalam pengambilan keputusan. Data mining sering juga disebut dengan Knowledge Discovery in Database atau disingkat KDD, adalah kegiatan yang meliputi pengumpulan, pemakaian data histori untuk menelusuri data yang ada untuk membangun sebuah model agar dapat mengenali pola data yang lain berukuran besar.
Penerapan Data Mining terhadap Pengaruh Ritme Circadian pada Performa Belajar Mahasiswa Soer, U Darmanto; Fauziah, Sifa; Fitra, Ridho Yusuf
Jurnal Teknologi Informatika dan Komputer Vol. 10 No. 2 (2024): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v10i2.2408

Abstract

Perkembangan teknologi informasi telah menghasilkan data yang mencakup berbagai bidang kehidupan, termasuk di bidang pendidikan perguruan tinggi. Teknologi informasi telah menciptakan banyak data dalam berbagai aspek kehidupan, termasuk pendidikan. Di perguruan tinggi, data mahasiswa dan proses pembelajaran memberikan peluang untuk meningkatkan kualitas pendidikan, tetapi persaingan antar perguruan tinggi juga semakin kompetitif. Data mahasiswa di perguruan tinggi menyimpan informasi berharga mengenai profil dan hasil akademik mereka. Namun, menghadapi tuntutan zaman yang semakin produktif, manusia sering mengalami stres dan gangguan tidur yang dapat berdampak negatif pada performa dan kesehatan. Tidur dan ritme circadian memainkan peran penting dalam kesehatan dan produktivitas manusia. Gangguan tidur dan ritme circadian yang terganggu dapat mempengaruhi konsentrasi, memori, dan pemecahan masalah mahasiswa. Dalam konteks ini, menjaga ritme circadian yang sehat menjadi kunci penting dalam meningkatkan performa belajar mahasiswa. Penelitian ini bertujuan untuk mengkaji pengaruh ritme circadian terhadap performa belajar mahasiswa dengan menggunakan algoritma C4.5. Dengan sampel sebanyak 163 mahasiswa dari populasi sejumlah 295 mahasiswa. Sampel dibagi menjadi data training dan data testing menggunakan teknik linear sampling. Hasil dari perhitungan menggunakan algoritma C4.5 menunjukkan tingkat accuracy sebesar 81.81%, precision sebesar 96.29%, dan recall sebesar 83.87%. Hasil decision tree menunjukan adanya hubungan antara ritme circadian dengan performa belajar mereka, semakin sering mahasiswa bergadang akan mempengaruhi pencapaian akademik mereka.
Learning Management System (LMS) pada SMK 1 Barunawati Jakarta Sugiarto, Ramadhani; Musyafa, Ahmad
Jurnal Teknologi Informatika dan Komputer Vol. 10 No. 2 (2024): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v10i2.2422

Abstract

Dalam era digital saat ini, perkembangan teknologi informasi telah membawa perubahan signifikan dalam sektor pendidikan, termasuk di lingkungan Sekolah Menengah Kejuruan (SMK). Salah satu inovasi yang menjadi sorotan adalah penggunaan Learning Management System (LMS) yang mampu mendukung proses pembelajaran secara daring. Di SMK 1 Barunawati Jakarta, penerapan LMS diharapkan dapat meningkatkan efektivitas pembelajaran dan memfasilitasi interaksi antara guru dan siswa. Namun, masih terdapat berbagai tantangan dan permasalahan yang dihadapi dalam implementasinya. Penelitian ini bertujuan untuk menganalisis penerapan Learning Management System (LMS) di SMK 1 Barunawati, Jakarta Barat, sebagai solusi terhadap masalah keterbatasan sistem pembelajaran tradisional yang masih manual dan kurang interaktif. Penelitian ini menggunakan metode kualitatif dengan wawancara dan observasi terhadap guru dan siswa untuk mendapatkan pemahaman mendalam tentang efektivitas LMS dalam meningkatkan proses belajar mengajar. Temuan menunjukkan bahwa penerapan LMS berhasil meningkatkan aksesibilitas materi pembelajaran, mempermudah pemantauan kemajuan siswa, serta memperkuat kolaborasi antara guru dan orang tua. Siswa merasa lebih terlibat dalam pembelajaran, sementara guru dapat memberikan umpan balik secara real-time. Simpulan dari penelitian ini menegaskan bahwa LMS tidak hanya mengatasi kekurangan dalam sistem pembelajaran tradisional, tetapi juga berkontribusi pada peningkatan kualitas pendidikan di SMK 1 Barunawati. Penelitian ini memberikan gambaran yang jelas tentang potensi LMS dalam mendukung pembelajaran yang lebih efektif dan efisien, serta mendorong pengembangan sistem pembelajaran berbasis teknologi di sekolah-sekolah lain.
WAP (Wireless Application Protocol) Based New Student Admissions Information System at MTS. Nur Baharudin Azhar, Azharudin; Firdaus, Uus; Susanti, Aisah Rini; Haq, M. Abu Ridho Abdul; Fachrani, Jihan; Syah, Dava Alhamda Putra; Zakaria, Muhammad Sultan Pasya
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.v11i1.2453

Abstract

In the digital era that continues to develop, information technology has become an integral component in various aspects of life, including the education sector. Globally, the application of technology-based systems in education has helped increase efficiency, transparency and accessibility. Developed countries such as Finland, Singapore and the United States have adopted online-based registration systems to provide inclusive and modern education services. Technological developments in the smartphone sector are increasingly advanced, marked by the competition between smartphone companies to create various kinds and types of smartphones with specifications that resemble computers in general. Which is supported by capable hardware and software. The development of the Android operating system is progressing rapidly every year. This development is one of the forerunners to the emergence of the Industrial Revolution 5.0 with the support of IoT (Internet of Thinks). Where humans use the Android system and internet network to meet their needs and solve work problems without having to move an inch. With the fairly advanced development of smartphones, supported by smartphone ownership owned by every element of society and an internet network that the public can now enjoy. It could be a solution used by the world of education to make learning easier and even make it easier for students to register online. By developing a WAP (Wireless Application Protocol) based system which is an innovative solution to facilitate the online registration process via mobile devices, especially in environments with limited internet infrastructure.
Inventory Information System Design at Kian Jaya Farma Pharmacy Hastuti , Candra; Iman, Rizki Nur; Rahayu, Resti; Pakaja, Fachrudin
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.v11i1.2486

Abstract

Information systems are developing very rapidly which is a combination of information technology and the activities of people who use it to support operations and management. In this development there have been many recent advances to help carry out work. Inventory is a system that manages data on all inventory of goods related to logistics activities carried out by a business. Inventory is often also referred to as an inventory system. Meanwhile, inventory itself is more often used to refer to inventory data. Meanwhile, an inventory information system is a software system that will assist the inventory process by implementing strict inventory administration procedures, recording from incoming goods, storage, to outgoing goods. Efficient inventory management helps pharmacies control drug purchasing costs, monitor drug expiration dates and ensure they do not run out of stock of important items. This research aims to store data and information centrally in a database to record the supply of medicines needed by patients and avoid stock outs that can disrupt health services. This system was developed using the waterfall method with Visual Studio Code, PHP and PHP My Admin software, while for system testing using the black box method to determine its functionality. The results of the research show that the inventory information system can assist in managing drug supplies, calculating drug stock, as well as preparing drug sales reports for both input and output at the Kian Jaya Farma pharmacy.
Use of GIS Technology for Distribution of City Forests and Green Open Spaces Zailani, Nur; Sutomo, Budi
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.v11i1.2490

Abstract

Metro City, as one of the urban areas in Indonesia, faces big challenges in managing and maintaining the balance of the urban ecosystem. Green Open Space (RTH) and City Forests have a strategic role in supporting ecosystem sustainability through ecological, aesthetic and social functions. Increasingly rapid urbanization often causes a decline in the quality of the environment, one of which is a reduction in green areas. Therefore, optimal planning and management of green open space is very necessary to support sustainable urban spatial planning. Providing green open space of at least 30% of the area of ​​a city is mandated in government regulations as a form of mitigating the impact of urbanization. City Forests and Green Open Space (RTH) have a vital role in maintaining the balance of urban ecosystems, however the distribution of RTH in Metro Cities has not been well documented. This research aims to map the distribution of green open space and urban forests using Geographic Information System (GIS) technology to increase the effectiveness of green area management. The methods used include collecting spatial and non-spatial data from related agencies, data processing using Quantum GIS (QGIS) software, and thematic analysis of green open space distribution. The research results show that GIS is effective in visualizing green open space distribution patterns in Metro Cities, so that it can support the government in sustainable spatial planning. This research recommends optimizing the use of GIS for routine monitoring of RTH, accompanied by training for related parties to improve spatial data management capabilities.
Design of a Web-Based Inventory Control Information System on Jami' Baitul Muttaqin Mosque Mahfud, Imam; Yasin, Verdi; Junaedi, Ifan; Zulhalim, Zulhalim; Hartawan, Rumadi
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; Sulistyanto, Agus; Sianipar, Anton Zulkarnain; Junaedi, Ifan; Hartawan, Rumadi; Immasari, Ito Riris
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.

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