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Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi)
Published by Lembaga Komunitas Informasi Teknologi Aceh
ISSN : -     EISSN : 25801643     DOI : https://doi.org/10.35870/jtik
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), e-ISSN: 2580-1643 is a free and open-access journal published by the Research Division, KITA Institute, Indonesia. JTIK Journal provides media to publish scientific articles from scholars and experts around the world related to Hardware Products, Software Products, IT Security, Mobile, Storage, Networking, and Review An application service. All published article URLs will have a digital object identifier (DOI).
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 801 Documents
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Sistem Pendukung Keputusan dalam Pemilihan Sales Marketing Terbaik Menggunakan Simple Additive Weighting (SAW) Berbasis Website (Studi Kasus: PT. Citra Swarna Group (CSG) Safii, Mochamad Yunaidi; Ardhianto, Eka
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1358

Abstract

Citra Swarna Group is a company engaged in the property development sector and is rapidly developing in integrated real estate projects. However, in the process of giving appreciation, the company is considered unfair because the assessment is still subjective. Therefore this research will build a website-based decision support system in selecting the best sales marketing using the SAW method with assessment criteria such as number of sales, customer service, length of service, discipline, and attendance. Based on the research results, it was found that the best sales marketing ranking with the highest score was Khoirul Anam (A3) with a value of 0.949. The results of testing the SAW method on programs with manualization results show the same results and there is no difference. Based on the results of the research that has been done, there are suggestions for the development of further research, namely that it can be developed by adding more criteria so that research on sales marketing can be even more varied and can add presence features for sales marketing so there is no need to recapitulate the overall presence data.
Penerapan OpenCV dengan Metode Haar Cascade untuk Mendeteksi Jumlah Kendaraan di Tempat Parkir Alfian, Riyan; Lusiana, Veronica
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1360

Abstract

The extent of parking lots and the increasing number of vehicles are now obstacles for motorists to find out the number of parking spaces that are still empty. The current parking lot development system is still not optimal in terms of time efficiency. As time goes by, there will be more vehicles, and the need for parking spaces will increase. This system can find out how many empty spaces there are and the number of vehicles in the parking lot. This will make it easier to find parking spaces that are still empty, which can save motorists time in finding parking spaces. The system uses the OpenCV implementation as a popular and easily accessible framework and uses Haar Cascade for an efficient object detection method that can be implemented in real time. The results of this test show that the use of Haar Cascade is effective in detecting vehicle objects with 75% accuracy.
Pengembangan Aplikasi Chatbot Telegram Menggunakan Framework Rasa untuk Pelayanan Administrasi di Perguruan Tinggi Universitas Stikubank Al Fajri, Miftahul Rizki; Hartono, Budi
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1370

Abstract

The administrative services in universities are currently still conventional, resulting in many difficulties due to the mismatched time. For this research, a Telegram chatbot application will be developed to provide various answers to administrative inquiries in universities automatically. The chatbot application will be developed using the Rasa Open Source framework. This research collects data from several frequently asked questions by students and prospective students to the Biro Administrasi Akademik dan Kemahasiswaan (BAAK) as the initial data for the chatbot application. From this data, it will be transformed into Natural Language Understanding (NLU) and dialogue data. The number of NLU sentence examples is 213, and there are 27 dialogue examples. As a result, the chatbot application can understand user inquiries well, but it experiences some errors in generating dialogue responses.
Pengembangan Aplikasi Sistem Informasi Gereja Isa Almasih Jemaat Purwodadi pada Platform Android Christanto, Henoch Juli; Widiarto, Sandra Oktaviani B; Sutresno, Stephen Aprius; Linestyo, Dominikus Vieri Tegar
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1371

Abstract

Gereja merupakan komunitas beriman kepada Yesus Kristus yang melakukan berbagai kegiatan keagamaan. Dalam mengelola kegiatan yang padat tersebut, pusat administrasi gereja sering menghadapi risiko kesalahan manusia. Menghadapi tantangan digitalisasi, muncul ide untuk menciptakan sebuah aplikasi sistem informasi yang dapat mengatasi permasalahan tersebut, yaitu aplikasi pusat informasi gereja. Tujuan dari aplikasi ini adalah membantu kelancaran kegiatan gereja dan mempermudah proses administrasi dalam setiap kegiatan yang dilakukan. Hasil menunjukkan bahwa aplikasi pusat informasi gereja yang dikembangkan dapat diakses oleh seluruh anggota gereja melalui platform Android. Fitur-fitur yang ada dalam aplikasi membantu mempermudah proses penerimaan informasi gereja dan administrasi. Tampilan aplikasi juga diterima dengan baik oleh para jemaat. Skor rata-rata dari pengukuran tingkat daya guna sistem menggunakan metode SUS adalah 72, yang dapat dikategorikan sebagai grade scale C dengan adjective ratings good
Rancang Bangun Sistem Kendali Suhu Pada Gudang Penyimpanan Ikan Menggunakan Arduino Berbasis IoT Perdana, Fajar Yulian; Budiarso, Zuly
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1374

Abstract

This research aims to design and build a temperature control system in a fish storage warehouse using Arduino and the Internet of Things (IoT). Arduino was chosen because of its ability to control temperature and ease of programming. This system is connected to the internet via IoT, which allows users to monitor and control warehouse temperatures remotely via mobile devices or computers. This research involves designing and implementing an electronic circuit consisting of a temperature sensor, Wi-Fi module, and relay module to control cooling devices in a warehouse. In addition, a web-based application was also developed to monitor and control warehouse temperature remotely. The test results show that the developed temperature control system functions well and meets the user's needs in maintaining the warehouse temperature within the desired range. With this system, it is hoped that temperature control in fish storage warehouses will become more efficient and can improve the quality and safety of stored fish
Rancang Bangun Alat Pengendali Suhu pada Proses Pasteurisasi Susu Murni Menggunakan Arduino Berbasis IoT Faulana, Nova; Budiarso, Zuly
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1381

Abstract

This research aims to design and develop a temperature control device for the pasteurization process of pure milk using Arduino based on the Internet of Things (IoT). The device is designed to monitor and regulate the temperature automatically during the pasteurization process to ensure its quality and safety. Arduino, as the main platform, is used to collect temperature data through temperature sensors that are directly connected to the system. The temperature data is then sent to a server through the internet network for real-time processing and monitoring. Intelligent temperature control algorithms are implemented in Arduino to adjust heating or cooling during the pasteurization process according to the set temperature point. The results of this research are expected to provide an efficient and accurate solution for temperature control in the pasteurization process of pure milk, as well as improve the overall safety and quality of dairy products.
Rancang Bangun Tracking Pengiriman Berbasis Website Menggunakan Metode Systems Development Life Cycle (SDLC) dengan Model Waterfall Prasetyo, Muhammad Farid Alif; Ardiansyah, Muhammad Rafly; Ashari, Adhitya Aryaputra; Putro, Daffa Tyan; Rahmawati, Endra
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 2 (2024): APRIL-JUNE 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i2.1387

Abstract

There are several business processes, namely account management employee data, and car data, then there is a road letter management business process where this business process the courier assigned to deliver the goods submits a road letter request which will be made and signed by the admin, then Tracking the car where in the business process after getting the road letter and the courier starts delivering the goods, the courier driving the car concerned manually enters the location and if it has reached the destination the admin recaps the data. This system will be designed using the PHP programming language and the Laravel framework, utilizing a MySQL database server that allows access from anywhere and anytime. The benefits obtained from this system are that it makes it easier for companies and owners to check the current location of goods, and ensure data transparency between different departments to avoid misinformation, and for testing using the black box method, all application features run well according to the plan that has been made.
Optimasi Deteksi Objek Dengan Segmentasi dan Data Augmentasi Pada Hewan Siput Beracun Menggunakan Algoritma You Only Look Once (YOLO) Putra, Reyga Ferdiansyah; Mulyana, Dadang Iskandar
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1391

Abstract

Significant progress has been achieved in visual detection, and the abundance of remarkable models has been proposed. Object detection is an important task in various popular fields such as medical diagnosis, robot navigation, autonomous driving, augmented reality, and more. This research aims to develop an optimized object detection model with segmentation and augmentation using the YOLO (You Only Look Once) algorithm for recognizing 10 types of toxic snails in images and videos. The dataset consists of 5,720 images that have been augmented using Roboflow, divided into 5,000 images for training, 480 images for validation, and 240 images for testing. With a model training of 50 epochs, YOLOv8 Box_Curve F1-Confidence achieved "0.98 at 0.625", Precision Confidence "1.00 at 0.997", Precision Recall "0.987 mAP@0.5", and Recall Confidence "1.00 at 0.000". Mask_Curve, YOLOv8 achieved "0.98 at 0.625", Precision Confidence "1.00 at 0.997", Precision Recall "0.986 mAP@0.5", and Recall Confidence "1.00 at 0.000".
Penentuan Klustering Indeks Pembangunan Manusia Provinsi Jawa Tengah dengan Metode K-Means Berbasis Web Aryasatya, Rakryan; Lusiana, Veronica
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1403

Abstract

The Human Development Index uses a data clustering algorithm, namely the K-Means algorithm, which is the simplest clustering algorithm compared to other algorithms. This algorithm is one of the most important algorithms in data mining. K-Means divides the data and then groups it into several similar clusters and separates each cluster based on the differences between each cluster. The aim of this research is to design and implement the Human Development Index for Central Java Province using a web-based k-means clustering algorithm. This research is a qualitative research in the field of electrical engineering, especially in the field of software. This research was conducted by analyzing data using the K-Means Clustering Algorithm for the Human Development Index. The implementation of the k-means clustering algorithm into the clustering system provides effective data grouping classification results and the process of each centroid distance rotation literacy, the determination of cluster points is formed, human data as a reference object saves more time when clustering the Human Development Index. The application of this clustering results in more flexible information that can be accessed at any time by users who are given access rights to utilize the data. The application of the K-Means Clustering Algorithm to obtain the results of the Human Development Index requires an information system implementation to form four clusters
Penerapan Algoritma TF-IDF dan Cosine Similarity untuk Query Pencarian Pada Dataset Destinasi Wisata Al Rasyid, Rio; Ningsih, Dewi Handayani Untari
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 8 No 1 (2024): JANUARY-MARCH 2024
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v8i1.1416

Abstract

This research aims to improve the search for tourist destinations in 50 datasets by using search queries to find relevant documents. By optimizing the search process, the goal is to create an accurate list of tourist destinations based on a given query. To achieve this, researchers used the TF-IDF and Cosine Similarity algorithms to retrieve and compare information, measuring similarity scores between search queries and tourist destinations in the dataset. Finally, the list of tourist destinations is ranked based on the similarity score measurement. The methods used are TF-IDF and Cosine Similarity. The fifty datasets containing text content documents were normalized through pre-processing stages, namely Case Folding, Stopword Removal, and Tokenization. Documents that have been normalized are then processed again through TF-IDF weighting. TF-IDF weighting is also applied to search queries. The similarity calculation between the TF-IDF vector from the document and the TF-IDF vector from the search query is carried out using Cosine Similarity to obtain a similarity score for each document based on the search query. Testing was carried out on 5 different queries, and precision testing results were obtained with an average value of 83%

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