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All Journal ALGORITMA : JURNAL ILMU KOMPUTER DAN INFORMATIKA JISTech (Journal of Islamic Science and Technology) JURIKOM (Jurnal Riset Komputer) JOURNAL OF SCIENCE AND SOCIAL RESEARCH TIN: TERAPAN INFORMATIKA NUSANTARA Bulletin of Computer Science Research
Triase Triase
Universitas Islam Negeri Sumatera Utara, Medan
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Analisis Komparasi Algoritma KNN dan Naive Bayes untuk Klasifikasi Pasien Rehabilitasi Narkoba di XYZ Putri Khairunnisa Nabilah; Triase Triase
JURIKOM (Jurnal Riset Komputer) Vol. 13 No. 1 (2026): Februari 2026
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/jurikom.v13i1.9553

Abstract

The development of information technology in the field of data mining opens up significant opportunities to optimize data classification in the healthcare and rehabilitation sectors. LRPPN BI Medan currently faces challenges in determining rehabilitation programs because the decision-making process is still subjective and has not yet systematically utilized historical data. Inaccuracies in determining these programs can reduce recovery effectiveness and increase the potential for patient relapse. This study aims to apply and test the effectiveness of the KNN and Naïve Bayes algorithms in classifying rehabilitation programs based on patient criteria, such as duration of drug use, URICA test results, medical history, and addiction level. This study uses a quantitative approach with the Waterfall development method. This solution is proposed to overcome subjectivity through a data-based classification system that complements each other in accuracy and processing speed. The results of this study show that the Naive Bayes algorithm has a higher accuracy rate of 96.43%, while KNN has an accuracy of 94.29%.
IMPLEMENTASI METODE WP DAN ELECTRE DALAM SISTEM PENDUKUNG KEPUTUSAN REKOMENDASI TRAVEL HAJI DAN UMRAH DI KOTA MEDAN Abdul Razaq; Triase Triase; Adnan Buyung Nasution
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 7 No. 2 (2024): May 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i2.1816

Abstract

Abstract: The recommendation process for Hajj and Umrah travel really requires a high level of data accuracy. So with a system that is still manual, of course it is very ineffective, so a Decision Support System is built. The Decision Support System was built using a combination of two methods, namely Weighted which is used for determining the weight of criteria and Electre which is used for ranking. In the calculation process, this SPK uses four criteria, namely price, trip duration, number of roommates, and facilities. This Decision Support System is a web-based system and was built using the PHP programming language and MySQL database. This Decision Support System that was built can display the final result in the form of hajj and umrah travel ranking data in the city of Medan from the calculation of the combination of the two methods. The results of the ranking can be printed in the form of a report. Of course, the results of this Decision Support system can be used as recommendations in the decision-making process regarding Hajj and Umrah travel in the city of Medan. Keywords: hajj and umrah travel; decision support system; weighted product; electre, Abstrak: Proses rekomendasi travel haji dan umrah sangat membutuhkan tingkat akurasi data yang tinggi. Maka dengan sistem yang masih manual tentu sangat tidak efektif, sehingga dibangunlah sebuah Sistem Pendukung Keputusan. Sistem Pendukung Keputusan yang dibangun menggunakan kombinasi dua metode yaitu Weighted yang digunakan untuk penentuan bobot kriteria dan Electre yang digunakan untuk perangkingan. Dalam proses perhitungannya, SPK ini menggunakan empat kriteria yaitu harga, durasi perjalanan, jumlah orang sekamar dan fasilitas. Sistem Pendukung Keputusan ini adalah sistem yang berbasis web dan dibangun dengan menggunakan bahasa pemrograman PHP dan database MySQL. Sistem Pendukung Keputusan yang dibangun ini dapat menampilkan hasil akhir berupa data perangkingan travel haji dan umrah di Kota Medan dari perhitungan kombinasi dua metode. Hasil dari perangkingan tersebut dapat dicetak dalam bentuk laporan. Tentunya hasil dari Sistem Pendukung Keputusan ini dapat dijadikan rekomendasi dalam proses pengambilan keputusan terkait travel haji dan umrah di Kota Medan. Kata kunci: travel haji dan umrah; sistem pendukung keputusan; weighted product; electre, 
PENERAPAN AUGMENTED REALITY SEBAGAI MEDIA PEMBELAJARAN SISTEM PERNAPASAN DAN PERDARAN DARAH MANUSIA SERTA PENYAKIT DAN PENCEGAHAN BERBASIS ANDROID Akidah Nur Kerina; Triase Triase; Muhamad Alda
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 7 No. 2 (2024): May 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i2.1818

Abstract

Abstract: Learning media are tools that can help in the learning process. The delivery of material at Pulau Rakyat Private Middle School still uses media such as blackboards, limited focus, and a lack of human frames. The results of previous research were carried out on several grade 8 students, where the results of the research were that 74.6% of students did not often get the opportunity to see human skeletons directly. And to overcome this problem, it is necessary to plan to build augmented reality technology, related to clearly showing the organs of the human body regarding the respiratory and circulatory systems. By using the appropriate development method, namely MDLC, this research can produce an Android-based augmented reality application that can display 3-dimensional virtual shapes of 16 human body organs including the nose, pharynx, larynx, trachea, bronchi, lungs, heart, blood, blood vessels, kidneys, liver, fatty liver, polycystic kidneys, anemia, leukemia via camera along with information and equipped with a quiz feature. It is hoped that the 3-dimensional display of human body organs can foster interest and ease in studying the respiratory and circulatory systems. Keywords: learning media; augmented reality; body organ; technology Abstrak: Media pembelajaran adalah alat yang dapat membantu dalam proses belajar. Penyampaian materi yang dilakukan di SMP Swasta Swadaya Pulau Rakyat masih menggunakan media seperti papan tulis, infokus yang terbatas, dan minimnya kerangka manusia yang ada. Hasil riset yang terlebih dahulu dilakukan kepada beberapa siwa kelas 8, dimana hasil riset tersebut 74,6% siswa tidak sering mendapatkan kesempatan untuk melihat kerangka manusia secara langsung. Dan untuk mengatasi masalah ini maka perlu adanya perencanaan untuk membangun sebuah teknologi augmented reality, terkait dalam memperlihatkan secara jelas organ – organ tubuh manusia mengenai sistem pernapasan dan peredaran darah. Dengan menggunakan metode pengembangan yang sesuai adalah MDLC, sehingga penelitian ini dapat menghasilkan aplikasi augmented reality berbasis android yang dapat menampilkan bentuk virtual 3 dimensi dari 16 organ tubuh  manusia diantaranya hidung, faring, laring, trakea, bronkus, paru – paru, jantung, darah, pembuluh darah, ginjal, hati, perlemakan hati, ginjal polikistik, anemia, leukemia melalui kamera beserta informasinya serta dilengkapi dengan fitur kuis. Diharapkan dengan tampilan organ tubuh manusia secara 3 dimensi dapat menumbuhkan ketertarikan serta kemudahan dalam mempelajari sistem pernapasan dan peredaran darah. Kata kunci: media pembelajaran; augmented reality; organ tubuh; teknologi 
IMPLEMENTASI METODE TRIPLE EXPONENTIAL SMOOTHING UNTUK MEMPREDIKSI PERSEDIAAN SPAREPART FORKLIFT DAN GENSET BERBASIS WEB Della Widyati; Triase Triase; Muhamad Alda
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 7 No. 2 (2024): May 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i2.1824

Abstract

Abstract: CV. Bharata Nigar Persada is a company engaged in servicing and repairing forklifts, as well as generators for heavy equipment and supplies of other supporting equipment including spare parts for forklifts and generators of various brands at affordable prices. The system that is running on CV. Bharata Nigar Persada in managing its inventory only uses Microsoft Excel software. So that in its management it does not have predictions of future inventory. So in determining the amount of inventory that must be stocked in the future there will be a shortage and result in inventory not being based on customer needs which results in the customer experiencing disappointment because demand is not fulfilled and leading to losses due to loss of customers. For this reason, a forecasting method is needed that provides an estimated value of the number of goods in the coming month so that production can run as planned. The programming language used in the development of a web-based information system with the programming language PHP and MySQL as the database. Keywords: forecasting, inventory of forklift and genset spare parts, PHP Abstrak: CV. Bharata Nigar Persada merupakan perusahaan yang bergerak dalam melayani service dan perbaikan forklift, serta genset peralatan alat berat dan persediaan peralatan penunjang lainnya termasuk didalamnya persediaan sparepart forklift dan genset berbagai merk dengan harga yang terjangkau. Sistem yang sedang berjalan pada CV. Bharata Nigar Persada dalam mengelola persediaan barangnya hanya menggunakan perangkat lunak Microsoft Excel. Sehingga dalam pengelolaannya tidak memliki prediksi persediaan barang di masa mendatang. Maka dalam penetapan berapa jumlah persediaan barang yang harus di stok kedepannya mengalami kekurangan dan mengakibatkan terjadinya persediaan barang tidak berdasarkan kebutuhan customer yang mengakibatkan customer mengalami kekecewaan karena permintaan tidak terpenuhi dan berujung kerugian karena hilangnya pelanggan. Untuk itu diperlukan metode peramalan yang memberikan nilai perkiraan jumlah barang pada bulan yang akan datang agar produksi dapat berjalan sesuai dengan yang direncanakan. Adapun bahasa pemrograman yang digunakan dalam pembangunan sistem informasi berbasis web dengan bahasa pemrograman PHP dan MySQL sebagai database. Kata kunci: peramalan; persediaan sprepart forklift dan genset; PHP  
APLIKASI PENGENALAN ALAT LABORATORIUM FARMAKOGNOSI DI SMK KESEHATAN SIDIMPUAN HUSADA MENGGUNAKAN AUGMENTED REALITY Donas Putra; Triase Triase; Raissa Amanda Putri
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 7 No. 2 (2024): May 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i2.1826

Abstract

Abstract: This research is titled "Application of Laboratory Equipment Recognition in Pharmacognosy at SMK Kesehatan Sidimpuan Husada Using Augmented Reality," where the research problem lies in the fact that practical work is conducted with a large number of students and time constraints, resulting in a lack of success in maintaining sterilization in the laboratory. The introduction of laboratory equipment is also limited due to being done manually and requiring a considerable amount of time. To address this issue, a solution is proposed by developing an augmented reality-based Android application for introducing pharmacognosy laboratory equipment. The method employed is qualitative. The research yields an innovative application that successfully enhances understanding of the introduction to pharmacognosy laboratory equipment Keywords: application, introductory media, pharmacognosy laboratory equipment,                 augmented reality (ar), android Abstrak: Penelitian ini berjudul Aplikasi Pengenalan Alat Laboratorium Farmakognosi Di SMK Kesehatan Sidimpuan Husada Menggunakan Augmented Reality yang dimana  permasalahan  penelitiain  ini  adalah  praktikum  dilakukan  dengan  jumlah siswa yang besar dan batasan waktu, mengakibatkan kurangnya keberhasilan menjaga sterilisasi di laboratorium. pengenalan alat laboratorium juga terbatas karena dilakukan secara manual dan membutuhkan waktu yang cukup lama. Untuk  mengatasi masalah ini adalah dengan mengembangkan sebuah aplikasi media  pengenalan alat laboratorium farmakognosidi menggunakan augmented reality berbasis android. Metode yang digunakan yaitu metode kualitatif. Yang menjadi hasil penelitian ini adalah sebuah aplikasi inovatif yang berhasil meningkatkan pemahaman pengenalan alat laboratorium farmakognosidi. Kata kunci:aplikasi, media pengenalan, alat laboratorium farmakognosidi,  augmented reality (ar), android
IMPLEMENTASI ALGORITMA A* (A-STAR) PADA SISTEM INFORMASI GEOGRAFIS BERBASIS WEB UNTUK MENENTUKAN JALUR TERPENDEK HALTE BUS TRANSMETRO DELI Meidy Alfarazi Lubis; Triase Triase; Muhamad Alda
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol. 7 No. 2 (2024): May 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i2.1837

Abstract

Abstract: In one of the public transportation sectors, buses are the Transmetro Deli Bus which is operating around the city of Medan and the areas through which it passes. This study was assisted by the R&D (research and develoment) using the A* (A-Star) Algorithm to determine the results of the shortest line of the transmetro deli bus stop. The construction of a geographic information system has been successfully implemented with the A*(A-Star) algorithm by building a web-based Geographic Information System that can display 60 location points, a description of the stop profile and 11 buses from the observation results. The implementation of the A-Star Algorithm in this study in the search for the shortest route, with 1 data sample, namely from the starting point A of the UINSU Medan Campus, Jl. William Iskandar, Medan Estate to the destination point G Bus Stop Transmetro Deli Simpang Aksara Corridor Lapangan Merdeka - Tembung. The same result was obtained between manual calculations and system calculations, namely the starting point A of the UINSU Medan Campus, Jl. William Iskandar, Medan Estate to the destination point G Transmetro Bus Stop Deli Simpang Aksara Corridor Lapangan Merdeka – Tembung is 5.144286646 Km. Keywords: geographic information system;a-star algorithm;shortest path;transmetro                  deli bus. Abstrak: Pada salah satu sektor transportasi angkutan umum bus yaitu Bus Transmetro Deli yang sedang beroperasi disekitar Kota Medan dan daerah-daerah yang dilaluinya. Pada penelitian ini menggunakan metode penilitian R&D (research and develoment) serta menggunakan Algoritma A* (A-Star) untuk menentukan hasil jalur terpendek halte bus transmetro deli.Pembangunan sistem informasi geografis telah berhasil diimplementasikan dengan algoritma A*(A-Star) dengan dibangun sebuah Sistem Informasi Geografis berbasis web yang dapat menampilkan 60 titik-titik lokasi, deskripsi profil halte dan 11 bus dari hasil observasi.Implementasi Algoritma A-Star pada penelitian ini dalam pencarian rute terpendeknya, dengan 1 sampel data yaitu dari titik awal A Kampus UINSU Medan, Jl. William Iskandar, Medan Estate ke titik tujuan G Halte Bus Transmetro Deli Simpang Aksara Koridor Lapangan Merdeka - Tembung. Didapatkan hasil yang sama antara perhitungan manual dengan perhitungan sistem yaitu titik awal A Kampus UINSU Medan, Jl. William Iskandar, Medan Estate ke titik tujuan G Halte Bus Transmetro Deli Simpang Aksara Koridor Lapangan Merdeka – Tembung adalah 5.144286646 Km. Kata kunci: sistem informasi geografis;algoritma a-star;jalur terpendek;bus transmetro deli. 
Co-Authors Abdul Razaq Adnan Buyung Nasution Akidah Nur Kerina Della Widyati Donas Putra Hafizah Safwani Khairuna Khairuna Meidy Alfarazi Lubis Muhamad Alda Muhammad Farhan Azmi Darus Muhammad Faris Adira Muhammad Rivaldi Nazrah Namira Siregar Putri Khairunnisa Nabilah Raissa Amanda Putri Sriani Sriani Suendri, Suendri