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Analysis and Implementation of Similarity Measurements in Documents Using Semantic Methods Prayogi, Satria Yudha; Sinaga, Sony Bahagia
Bahasa Indonesia Vol 15 No 02 (2023): Instal : Jurnal Komputer Periode (Juli-Desember)
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jurnalkomputer.v15i02.167

Abstract

The number of documents available in digital form is increasing. Meanwhile, one document and another document may be related to each other, but they must not be plagiarized without including the reference source. For this reason, a mechanism for detecting similarities is needed. This research only discusses similarity in documents. In this research, the technique used to solve the above problem is to use text mining techniques to categorize the documents searched according to keywords. Meanwhile, to search for documents according to keywords, the indexing process is used to display documents that are searched for according to keywords. Semantics is a technique used by search engines to match key words on one page with another page. This method has been used very often before, because it is very precise and easy.
Penerapan Metode Simple Additive Weighting (SAW) dalam Seleksi Calon Penerima Beasiswa Kartu Indonesia Pintar Kuliah (KIP-K) di STMIK Mulia Darma Muarif, Muarif; Nasution, Khairuddin; Prayogi, Satria Yudha
Hello World Jurnal Ilmu Komputer Vol. 4 No. 1 (2025): Edisi April
Publisher : Ilmu Bersama Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56211/helloworld.v4i1.791

Abstract

Penerapan metode Simple Additive Weighting (SAW) dalam seleksi calon penerima Beasiswa Kartu Indonesia Pintar Kuliah (KIP-K) di STMIK Mulia Darma bertujuan untuk mempermudah dan mempercepat proses seleksi penerima beasiswa dengan pendekatan yang objektif dan terukur. Dalam seleksi ini, terdapat berbagai kriteria yang digunakan untuk menilai kelayakan calon penerima, seperti nilai akademik, keadaan ekonomi keluarga, dan prestasi lainnya. Metode SAW digunakan untuk mengukur dan menggabungkan kriteria-kriteria tersebut berdasarkan bobot yang ditentukan sesuai dengan tingkat kepentingannya. Hasil dari perhitungan menggunakan metode SAW akan menghasilkan ranking calon penerima beasiswa, sehingga memudahkan pengambilan keputusan. Penerapan metode ini diharapkan dapat meningkatkan akurasi dalam penentuan calon penerima beasiswa dan memberikan manfaat yang lebih besar bagi mahasiswa yang membutuhkan.
Implementasi Mos dan E-Model Untuk Mengetahui Kualitas Komunikasi Jaringan VoIP Prayogi, Satria Yudha; Sinaga, Sony Bahagia
MEANS (Media Informasi Analisa dan Sistem) Volume 6 Nomor 1
Publisher : LPPM UNIKA Santo Thomas Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (612.916 KB) | DOI: 10.54367/means.v6i1.1239

Abstract

Voice Over Internet Protocol (VoIP) is a voice communication technology (voice) that uses IP which can be done electronically and in realtime. In building VoIP devices used such as IPPBX Server, IPPBX Gateway IP and other supporting devices such as mikrotik. To design VoIP generally implemented using a local area network (LAN) or a wireless local area network (WLAN). In this study, an analysis of the quality of VoIP network communication is to determine the problems caused by communication using VoIP, so that VoIP can be used to maximize the existing internet network. This VoIP network can save costs when communicating such as video communications or video conferencing.
Android-Based Digital Teaching Materials as Online Learning in New Normal Era to Improve Physics HOTS for High School Students Mardiana, Nana; Prayogi, Satria Yudha; S, Sukartika; Haslina, Siti; Harizan, Md
Journal of Natural Science and Integration Vol 5, No 1 (2022): Journal of Natural Science and Integration
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/jnsi.v5i1.15468

Abstract

The current research was carried out to develop android-assisted digital teaching materials in new normal era in order to improve students' HOTS in physics learning activities. Similarly, the study seeks to realize innovative, creative and up-to-date Physics learning activities. The present development research employs the ADDIE systematic learning model, (1) analysis; (2) design; (3) development; (4) implementation; and (5) evaluation. The data analysis is a type of qualitative-quantitative method by assessing the quality of the product developed by competent experts, such as lecturers and teachers in accordance with the field of physics study presented in the form of numbers. The outputs generated from this research are Android-assisted digital teaching materials as an online learning solution for the new normal era to improve the HOTS of students with the values of digital teaching materials (e-modules) on temperature and heat materials as a whole classified as “Very Eligible” considered 91.6%.Keywords: digital teaching materials, android, covid-19, physics, HOTS
Analysis and Implementation of Similarity Measurement in Documents Using Semantic Methods Prayogi, Satria Yudha; Sinaga, Sony Bahagia
Pascal: Journal of Computer Science and Informatics Vol. 1 No. 02 (2024): Pascal: Journal of Computer Science and Informatics
Publisher : Devitara Innovations

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The number of documents available in digital form is increasing. Meanwhile, one document and another document may be related to each other, but they must not be plagiarized without including the reference source. For this reason, a mechanism for detecting similarities is needed. This research only discusses similarity in documents. In this research, the technique used to solve the above problem is to use text mining techniques to categorize the documents searched according to keywords. Meanwhile, to search for documents according to keywords, the indexing process is used to display documents that are searched for according to keywords. Semantics is a technique used by search engines to match key words on one page with another page. This method has been used very often before, because it is very precise and easy. The weight values (W) of D1 and D2 are the same. If the document weight sorting results cannot be sorted quickly, because both W values are the same, then a calculation process using the vector-space model algorithm is needed. The idea of this method is to calculate the cosine value of the angle of two vectors, namely W from each document and W from keywords. From the research results, it can be seen that document 3 (D3) has the highest level of similarity to keywords, followed by D2 and D1.
Designing Fan Speed Regulation Software Using Backpropagation Method Prayogi, Satria Yudha; Sinaga, Sony Bahagia
Pascal: Journal of Computer Science and Informatics Vol. 2 No. 01 (2024): Pascal: Journal of Computer Science and Informatics
Publisher : Devitara Innovations

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Fans have the main function of air conditioning, room fresheners, and dryers which are usually equipped with heating components. In addition, fans are also used in vacuum cleaners and various decorative elements in the room, which play a role in keeping the air temperature within the specified limits. Advances in the field of computer programming provide many benefits, especially in terms of ease and efficiency in the use of devices connected to computers. With control through a computer, the device can be operated more optimally and responsively according to the needs of the user.  
Aplikasi Kamus Data Virus Penyakit Di Dunia Berbasis Web Menggunakan Metode Binary Search Ferdian, Ridho; Aulia, Rahmat; Prayogi, Satria Yudha
INCODING: Journal of Informatics and Computer Science Engineering Vol 2, No 2 (2022): INCODING OKTOBER
Publisher : Mahesa Research Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34007/incoding.v2i2.258

Abstract

The low level of public knowledge cannot be separated from the lack of media and information that presents articles about various kinds of viral diseases, making young and old people neglect to maintain health because they do not follow existing health protocols and can have a negative impact on the spread of viruses that cause disease. This research focuses on designing a web-based world virus disease data dictionary application using the binary search method. The purpose of this research is to make the application easily accessible to the public, especially those who have minimal technological knowledge by applying the binary search method which is useful for making searches easier. The results of this research are in the form of application design that is carried out to the usability testing stage to produce applications that have high usability by testing the community or people who are not familiar with the technology.
Aplikasi Pendeteksi Ayat Suci Al-Qur’an Melalui Suara Menggunakan Transformasi Stieltjes Ananta, Ardhan; Nasution, Khairuddin; Prayogi, Satria Yudha
JET (Journal of Electrical Technology) Vol 6, No 2 (2021): JET Edisi Juni
Publisher : Universitas Islam Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/jet.v6i2.4389

Abstract

Aplikasi pengenalan ayat suci Al-qur’an ini adalah sebuah aplikasi atau perangkat lunak komputer yang dirancang untuk mempermudah semua umat muslim dalam menggunakan Al-qur’an khususnya kepada para pengguna komputer pribadi. Masalah yang dihadapi kalangan dewasa dan remaja muslim saat ini ialah padatnya jadwal kegiatan yang mengharuskan selalu berhadapan dengan komputer setiap saatnya, tidak banyaknya waktu yang tersedia membuat sering kali melewatkan membaca ataupun melihat Al-qur’an karena sibuknya pekerjaan. Tujuan dibuatnya aplikasi ini ialah untuk lebih membantu para umat muslim untuk bisa membaca dan menggunakan Al-qur’an dengan tambahan menggunakan suara kita sendiri untuk menguji bacaan yang akan kita baca dengan mudah dan cepat. Metode yang digunakan dalam pembuatan aplikasi ini adalah transformasi stieljes, metode observasi, dan studi pustaka. Program ini dikembangkan dengan bahasa pemograman Delphi 7 dan aplikasi pembantu Jetaudio. Hasil yang diharapkan dari pembuatan aplikasi ini adalah agar semua umat muslim siapapun bisa lebih mudah dalam membaca Al-qur’an menggunakan komputer pribadi dan disaat kapanpun bisa dengan mudah membacanya.