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Jurnal Teknimedia: Teknologi Informasi dan Multimedia
Published by STMIK Syaikh Zainuddin Nahdlatul Wathan Anjani
ISSN : 27226263     EISSN : 27226271     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Engineering
JURNAL TEKNIMEDIA : Teknologi Informasi dan Multimedia terbitan berkala ilmiah nasional diterbitkan oleh STMIK Syaikh Zainuddin NW Anjani. Tujuan diterbitkannya Jurnal TEKNIMEDIA adalah untuk memfasilitasi publikasi ilmiah dari hasil penelitian-penelitian di Indonesia serta ikut mendorong peningkatan kualitas dan hasil penelitian untuk akademisi dan peneliti. Jurnal TEKNIMEDIA terbit 2 (dua) kali dalam satu tahun (lima bulan sekali) pada bulan Januari-Mei dan Juni-Desember dengan ruang lingkup bidang ilmu Informatika, Telekomunikasi dan rumpun Komputer Sains.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 156 Documents
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AUGMENTASI DATA MENGGUNAKAN DCGAN PADA GAMBAR TANAH PATMAWATI, PATMAWATI; Andi Sunyoto; Emha Taufiq Luthfi
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.100

Abstract

Several studies related to soil type classification have been conducted. However, each of these studies uses different datasets. Only a small number of researchers share soil image datasets publicly. In addition, published datasets have an imbalance in the amount of data in each class which will result in poor model performance or over fit, especially deep learning. With data augmentation, new data variations can be formed that can handle the limited number of datasets. One of the modern augmentation models is DCGAN which is an extension of GAN. DCGAN is considered a good model in improving the stability of GAN training and the quality of image results. The resulting synthesized image is the result of mapping randomized latent vectors in an n-dimensional latent space. A meaningful image transformation is generated from the latent vector through arithmetic operations in the latent space dimension. The size of the latent space dimension is very important in enabling accurate reconstruction of the training data. To test the effect of latent space dimension on images, a quantitative evaluation using Fre'chet Inception Distance (FID) is used. The following results were obtained, for the best image quality in the alluvial soil category using latent space dimension 10 with FID score = 322.0. For clay soil category, the best image quality is generated using latent space dimension 100 with score FID = 332.84 and 512 with score FID = 322.08. In the black soil category, the best latent space dimension is 128 with FID score = 360.80. And for red soil, the best image quality is generated with the use of 512 latent spaces that have a FID score = 256.67.
Bahan Ajar, Android M. Nizomul Asfari; Muhammad Fahrurrozi
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.101

Abstract

At this time Smartphones are not only owned by the upper class, but almost all groups. Because smartphones have many benefits, including as a learning medium for school children. The purpose of this research is to make a Microsoft Office teaching material application with the Android operating system. This application was created using Android Studio with the Java programming language. In this study the system design method used is the waterfall method. The results of this study are an android program in the form of Microsoft Office learning materials that will be used for students of Madrasah Tsanawiyah Nahdlatul Wathan Kalijaga Timur. Testing this application is reviewed based on several criteria, namely from the appearance of the application, the contents of the application material, and the benefits of the application to users.
DISPENSER OTOMATIS MENGGUNAKAN SENSOR ULTRASONIK BERBASIS ARDUINO UNO Marwan Hakim
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.103

Abstract

Current technological developments are so rapid and there are many human activities, encouraging people to think they can work effectively and efficiently. One way to make work easier is to make a mechanical device automatic. The use of a dispenser for filling water into a glass can be done automatically as a substitute for a dispenser for manually filling water. With the prototype method we can design or create an Automatic Dispenser tool using ultrasonic sensors and Arduino Uno. This tool uses an Arduino Uno microcontroller as its main controller, ultrasonic sensors as input and as a measuring device when the water is full or with a specified limit, a relay as an introduction to power to the water pump which will drain water from the gallon to the measuring cup provided. From the results of the design, it makes it easy for the user because it has been automated in terms of filling and then a predetermined amount of water.
ANALISIS PERANCANGAN DATABASE MANAGEMEN SISTEM UNTUK SISTEM PENUNJANG PROSES BISNIS WEDANG UWUH INSTAN Titik Rahmawati; Eka Yulia Sari; Anjasmara Tanjung Shakti; Atthaya Nanda Yomura
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.104

Abstract

The use of information technology can support business people in supporting their business processes. Wedang uwuh instan which is a form of creativity for Industrial Engineering students at the Universitas Sarjanawiyata Tamansiswa that managed by PT Sruput Jaya which is a socially and profit-oriented student business unit. The current marketing reach is still offline and in the surrounding environment. The target consumer has not been given the maximum information platform regarding Wedhang Uwuh Instan products so consumer interest is lacking. Therefore it is necessary to make an application to support business processes at PT Sruput Jaya as a portal for online marketing and ordering. The development of such system technology cannot be separated from the development of a database that is used as a place for managing and using data in a running information system. Database development can be done using the DBSDLC (Database System Development Lifecycle) method. There are 3 processes in database design using the DBSDLC method, namely Conceptual Schema Design, Logical Design, and Physical Design. The results of this study are in the form of a business process support system design model at PT Sruput Jaya in the form of marketing applications and instant wedang uwuh online ordering. This model will support further system development.
OTOMATISASI PORTAL DAN HAND SANITIZER MENGGUNAKAN MIKROKONTROLER NODEMCU UNTUK MEMINIMALKAN PENYEBARAN VIRUS Idrus, Yuliadi; Nuryadi, Halid; Hamdani, Fahri; Dzil Ikram, Fadhli
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.105

Abstract

This study aims to design a hand sanitizer and automated portal based on the NodeMCU microcontroller using an infrared sensor. This study uses the development model developed by Borg and Gall. The development procedure includes the exploration and product testing stages. The results of the development obtained a tool in the form of a hand sanitizer and an automated portal based on the NodeMCU microcontroller using an infrared sensor to prevent the spread of virus in West Sumbawa Regency. The trial of using the product was carried out in class XI of SMA Negeri 1 Brang Rea. The trial was carried out twice, namely the initial field trial with 10 test subjects by the teacher and the final field trial with 20 student test subjects. Initial trials obtained assessment data on media/products, namely 62 of the maximum number of assessments of 69 with a percentage of 89.2% which stated that the hand sanitizer product and the NodeMCU microcontroller-based automated portal using infrared sensors were feasible to be used as a tool to prevent the spread of virus in West Sumbawa Regency. The final trial obtained data on student assessment of the product, namely 154 of the maximum number of assessments of 171 with a percentage of 90.1% which was categorized as suitable for use. These results indicate that the design of the Hand Sanitaizer and automatic portal based on the nodemCU microcontroller is feasible to be used as a product/media to prevent the spread of virus in West Sumbawa Regency.
PEMBUATAN MULTIMEDIA PEMBELAJARAN RESTORAN DAN BARISTA UNTUK MENINGKATKAN HASIL BELAJAR DAN KEAKTIFAN MAHASISWA PENDIDIKAN TATA BOGA MENGGUNAKAN ADOBE FLASH Hamdani, Fahri; Sasmita Susanto, Eri; Yuliadi, Yuliadi; Aldrin, Aldrin
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.107

Abstract

This study objective to: (1) produce Adobe Flash-based learning multimedia for Culinary Education Students in restaurant and barista courses, (2) find out to what extent learning multimedia improves student learning outcomes, (3) find out to what extent learning multimedia improves student activity. The method used is Research and Development (R&D) with reference to the development steps of Alessi & Trollip. The test subjects of this study consisted of an alpha test and a beta test. Data collection on learning outcomes was carried out by giving a pre-test and post-test, while active data collection was carried out by assessing student activity when using multimedia. The results of the study show that: (1) multimedia products in the criteria are very feasible to use both in terms of aspects of material assessment and aspects of media assessment, (2) learning multimedia improves student learning outcomes with an achievement percentage of 5% (pre-test) to 91 .5% (post-test), (3) multimedia learning increases student activity by 66.90% with high criteria.
SISTEM PAKAR DIAGNOSA PENYAKIT PADA SAPI BERBASIS WEB MENGGUNAKAN METODE FORWARD CHAINING Azmi, Muhammad; Saeful Anam Ismail
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 1 (2023): Juni 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i1.108

Abstract

Teknologi saat ini berkembang dengan sangat pesat, dan telah mengubah pemrosesan informasi buatan menjadi informasi yang terkomputerisasi. Salah satunya adalah penerapan teknologi informasi yang diterapkan pada berbagai bidang kegiatan khususnya, bidang kesehatan. Indonesia memiliki banyak jumlah ternak yang bisa diternakkan antara lain sapi, kambing, kelinci, dan unggas, produk-produk berkualitas tinggi seperti sapi perah dan sapi potong yang memiliki nilai ekonomi tinggi, selain itu ternak merupakan sumber pasokan kadar protein hewani yang dapat meningkatkan kecerdasan dan kesehatan manusia. Terbatasnya pengetahuan peternak tentang penyakit sapi, sebagian besar peternak mengandalkan pengalaman yang pernah dialami sebelumnya dalam menangani ternak sapi yang mengalami gejala suatu penyakit, hal ini menyebabkan peternak salah dalam mendiagnosis. Metode yang digunakan dalam pengembangan system pakar ini adalah Forward Chaining. Berdasarkan pengembangan yang telah dilakukan selama proses perancangan hingga implementasi sistem pakar diagnosa penyakit sapi menggunakan metode forward chaining maka dapat diambil kesimpulan bahwa sistem pakar diagnosa penyakit sapi mampu menyediakan konsultasi antara pengguna dengan sistem serta memberikan hasil diagnosa yang berupa solusi serta penanganan penyakit yang telah didiagnosa tersebut.
PERENCANAAN AUDIT TATA KELOLA TEKNOLOGI INFORMASI MENGGUNAKAN FRAMEWORK COBIT 2019 (STUDI KASUS: PT. LAZ COAL MANDIRI) Muh Wal Ikram; Winarno, Wing Wahyu; Arief, Muhammad Rudyanto
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 2 (2023): Desember 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i2.109

Abstract

This study aims to identify and plan IT governance audits to support the business processes of PT. Laz Coal Mandiri. In achieving its goals, the company must synchronize the application of IT with the company's focus so that an information technology governance audit plan is needed at PT. Laz Coal Mandiri is aligned with the use of IT in companies. The purpose of an IT governance audit is to find out management discrepancies, optimize performance and to achieve the company's vision and mission. This research is supported by the absence of an assessment of the design of IT governance at the company. COBIT 2019 as the latest edition framework from ISACA makes improvements using design factors. The research method used is descriptive qualitative by conducting interviews with stakeholders. Obtained research results based on objective measurements of APO12 have a level of ability at level 2 while APO13 has a level of ability at level 1.
PENGARUH ARSITEKTUR CONVOLUTIONAL NEURAL NETWORK UNTUK KLASIFIKASI PENYAKIT DAUN TOMAT Rizky Arya Kurniawan; Sunyoto, Andi; Nasiri, Asro
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 2 (2023): Desember 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i2.111

Abstract

Plant disease is one of the crucial factors in plant survival. Tomato plants also need early help to be able to deal with disease problems. One of the organs of the tomato plant that is commonly attacked by diseases is the leaves. By providing assistance early on, it can prevent crop failure. Of course, having a trained system can reduce the cost of a farmer in dealing with diseases without expert assistance. In this research, we will test the ability of the CNN architecture to classify tomato leaf disease images. The dataset used is 4079 image data which are divided into 3 disease classes. From the results of experiments that have been carried out the InceptionV3 architecture gets the best results with an accuracy rate of 100%, ResNet50 has 97,36% accuracy and MobileNet 85,81%.
TATA KELOLA TEKNOLOGI INFORMASI MENGGUNAKAN FRAMEWORK COBIT 2019 DOMAIN ALIGN PLAN AND ORGANIZE STUDI KASUS: AKADEMI KOMUNITAS DARUSSALAM BLOKAGUNG BANYUWANGI Aziz, Moh Abdul; Kusrini, Kusrini; Nasiri, Asro
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 4 No. 2 (2023): Desember 2023
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v4i2.112

Abstract

The role of information technology (IT)continues to experience a very significant increase in building and facilitating the performance of a company or institution. The use of IT in educational institutions is theoretically believed to be able to provide convenience and efficiency in administration. Akademi Komunitas Darussalam (AKD) Blokagung Banyuwangi is a relatively new higher education institution, with the 2019 Establishment Decree proving that the institution is not yet five years old. Like a new institution, many unresolved issues must be addressed, one of which is in the field of IT governance in optimizing the performance of human resources in the field of information technology. Therefore, it is necessary to design information technology governance related to the management of IT human resources. This research will design governance using the COBIT 2019 framework. The focus of this research is the Align, Plan, and Organize (APO) domain in the APO07 Manage Human Resources sub-domain. The results of the gap analysis carried out resulted in design recommendations on the people aspect in the form of adjustments to organizational structure, details of main tasks and functions, planning training and workshops, as well as communication in the form of meetings. In the process aspect, it produces SOPs, reporting schemes, and alignment of problem-solving. On the technology aspect, in the form of recommendations for human resource information system tools. This research is expected to assist the AKD Blokagung in carrying out recommendations based on the roadmap that has been adjusted to the AKD Blokagung long-term plan so that it can prioritize IT human resource management in the IT sector according to the needs of the AKD Blokagung. Keywords: Information Technology, COBIT 2019, IT Governance, APO07.

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