Articles
Sistem Pendukung Keputusan Dalam Pemilihan Skincare Berdasarkan Jenis Kulit Menggunakan Metode SAW
Lubis, Indah Alfitri;
Hasugian, Abdul Halim
Progresif: Jurnal Ilmiah Komputer Vol 20, No 1: Februari 2024
Publisher : STMIK Banjarbaru
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DOI: 10.35889/progresif.v20i1.1771
AbstractSkincare is one of the main things that can be done for a woman or man who wants to have healthy and radiant skin. facial skin problems (acne) become one of the skin diseases that often occur with a percentage of about 85-100% due to skincare selection errors. The purpose of this study is to apply the Simple Additive Weight (SAW) method in calculating data to determine skincare products that are suitable for facial skin types and to determine the design of a decision support system website for selecting skincare products that are suitable for facial skin types using the help of a MySQL database. The results of the study using the SAW method help alternative weighting and criteria with a weight scale of 1-5 and alternative weighting ranking using the SAW method to get the final score. Rank 1 is obtained by AC-Ttack Anti-Acne Facial with a final value of 1.22 and rank 15 is obtained by CORSX Low pH Good Morning with a final value of 0.51, therefore CORSX Low pH Good Morning is the best product priority.Keywords: Simple Additive Weigthing; Decision Making Systems; Skincare. AbstrakSkincare merupakan salah satu utama yang bisa dilakukan bagi seorang wanita maupun pria yang ingin memiliki kulit yang sehat dan berseri. permasalahan kulit wajah menjadi salah satu penyakit kulit yang sering terjadi dengan presentase sekitar 85-100% akibat kesalahan pemilihan skincare. Tujuan penelitian ini menerapkan metode Simple Additive Weight (SAW) dalam perhitungan data untuk menentukan produk skincare yang sesuai dengan jenis kulit wajah dan mengetahui perancangan sebuah website sistem pendukung keputusan pemilihan produk skincare yang sesuai dengan jenis kulit wajah menggunakan bantuan database MySQL. Hasil penelitian Dengan menggunakan metode SAW membantu pembobotan alternatif dan kriteria dengan skala bobot 1-5 dan pembobotan alternatif perangkingan menggunakan metode SAW untuk mendapatkan nilai akhir. Rangking 1 didapatkan oleh AC-Ttack Anti-Acne Facial dengan nilai akhir yaitu 1.22 dan ranking 15 didapatkan oleh CORSX Low pH Good Morning dengan nilai akhir yaitu 0.51, oleh karena itu CORSX Low pH Good Morning paling prioritas produk terbaik.Kata kunci: Simple Additive Weigthing; Decision Making Systems; Skincare.
PERANCANGAN ARSIP ELEKTRONIK BERBASIS WEBSITE PADA BALAI PENERAPAN STANDAR INSTRUMEN LINGKUNGAN HIDUP DAN KEHUTANAN AEK NAULI
Farah Zaida;
Elsa Azila Rahman;
Abdul Halim Hasugian
Scientica: Jurnal Ilmiah Sains dan Teknologi Vol. 2 No. 2 (2024): Scientica: Jurnal Ilmiah Sains dan Teknologi
Publisher : Komunitas Menulis dan Meneliti (Kolibi)
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DOI: 10.572349/scientica.v2i2.894
Pada era digital, pemanfaatan teknologi menjadi lebih inovatif, salah satunya adalah pengarsipan yang tak lagi dilakukan secara manual, melainkan arsip elektronik yang dapat mudah di akses kapan saja. Penelitian ini merancang sistem arsip digital berbasis website untuk meningkatkan efisiensi pengelolaan data di Balai Penerapan Standar Instrumen Lingkungan Hidup dan Kehutanan (BPSI LHK) Aek Nauli. Penelitian ini telah memberikan kontribusi positif dalam pengembangan website arsip digital dengan tampilan sederhana dan fungsional, hingga memungkinkan user, admin, dan petugas untuk mengelola, melihat, dan mendownload arsip dengan mudah.
Penerapan Algoritma Naive Bayes Classifier Untuk Mengukur Tingkat Kepuasan Pasien
Hasugian, Abdul Halim;
Rusydi, Ibnu;
Ramadhani, Muthia
Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Vol. 6 No. 2 (2023): J-SISKO TECH EDISI JULI
Publisher : STMIK Triguna Dharma
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DOI: 10.53513/jsk.v6i2.7813
Ketika seseorang merasa nyaman dan menerima apa yang mereka harapkan, mereka dikatakan puas. ketika suatu jasa yang ditawarkan oleh perusahaan penyedia jasa dapat digunakan untuk mencapai kepuasan. Pelayanan adalah suatu tindakan atau perlakuan yang dilakukan untuk membantu, menyambut, berterima kasih, memenuhi, dan membantu dalam memenuhi kebutuhan orang lain.. Menurut keterangan sebelumnya, salah satu layanan yang akan sangat penting untuk menjaga kesejahteraan dan keberlangsungan sumber daya manusia di masa depan adalah pelayanan kesehatan.Dimana dalam penelitian ini menerapkan perhitungan Naive Bayes Classifier untuk mengukur tingkat kepuasan pasien. Dalam perhitungan ini menggunakan 5 parameter dan 2 label atau kelas untuk mengukur kepuasan. Berdasarkan dari data set yang dijadikan 80 data latih dengan 20 data uji. Perhitungan pengujian akhir memanfaatkan pendekatan Naive Bayes di dapatkan tingkat akurasinya adalah 100% diikuti oleh 100% untuk presisi terakhir adalah 100% untuk recall. Kesimpulan salah satu rekomendasi untuk memprediksi tingkat kepuasan pasien adalah dengan menggunakan model pengujian seperti Algoritma Naive Bayes.Â
Perancangan Aplikasi Puzzle Game Dengan Menggunakan Algoritma Breadth First Search
Hasugian, Abdul Halim;
Suhardi, Suhardi;
Afiksih, Mufliha
Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Vol. 7 No. 1 (2024): J-SISKO TECH EDISI JANUARI
Publisher : STMIK Triguna Dharma
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DOI: 10.53513/jsk.v7i1.9464
Telah dilakukan penelitian yang bertujuan: (i) Merancang sebuah aplikasi puzzle game yang dapat menelusuri 8 Planet Dalam Tata Surya, (ii) Menerapkan algoritma Breadth First Search (BFS) ke dalam rancangan aplikasi puzzle game. Perancangan aplikasi Puzzle Game ini menggunakan metode Breadth Fisrt Search dengan software visual studio 2019 dan menggunaan bahasa VB.Net. Penelitian ini memvariasikan potongan puzzle dari 9 pieces, 16 pieces dan 36 pieces. Permainan puzzle ini diselesaikan dengan menggunakan bantuan struktur pohon pelacakan (search tree). Penelitian ini diambil berdasarkan hasil observasi yang dilakukan di SD Negeri 023891 Binjai pada tanggal 18 s/d 19 oktober 2022. Hasil dari penelitian berhasil membuat aplikasi yang dapat digunakan sebagai sebuah penerapan algoritma Breadth First Search untuk aplikasi puzzle game menggunakan VB.Net. Untukpenyelesaiannya menggunakan satu kasus yaitu matriks 3x3. Dengan menggunakan pohon faktor sebagai proses dari pencariannya. Dengan begitu aplikasi ini telah berhasil dibangun dan dapat berfungsi sesuai tujuan.
Analysis of side effects from using influenza drugs using the Naïve Bayes method
Wahyudi, Zul Attoriq Farhan;
Hasugian, Abdul Halim
Science Midwifery Vol 12 No 3 (2024): August: Health Sciences and related fields
Publisher : Institute of Computer Science (IOCS)
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DOI: 10.35335/midwifery.v12i3.1661
This study uses the Naive Bayes algorithm to analyze the influence of drug composition on the patient's disease history, with the aim of identifying the risk of side effects from various influenza drugs. This method involves calculating prior, likelihood, and posterior probabilities to evaluate the relationship between drug ingredients and specific medical conditions. The results of the analysis show that a probability value close to 1 indicates a high risk of side effects, such as diabetes patients who are more at risk of decongestant side effects compared to other diseases. Data visualization in the form of pie charts illustrates the impact of various drug ingredients on the risk of side effects in different diseases, helping doctors prescribe appropriate drugs and improving treatment safety. This study concludes that understanding patient risk profiles and drug side effects can be optimized using this analysis technique, supporting better decision making in medical practice.
Analytical Hierarchy Process Method to Determine Student Satisfaction Level with Academic Services
Saka, Gilang Armawan;
Hasugian, Abdul Halim
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 3 (2024): Articles Research Volume 6 Issue 3, July 2024
Publisher : Information Technology and Science (ITScience)
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DOI: 10.47709/cnahpc.v6i3.4021
Student satisfaction is an important aspect in the world of higher education that must be taken seriously. This is because students are the main stakeholders in the learning process and the development of educational institutions. The purpose of this research is to identify factors that affect student satisfaction with academic services and to apply the AHP method in determining the relative weight of each assessment factor that affects student satisfaction with academic services. The results showed that the AHP method helped weight alternatives and criteria with a weight scale of 1 - 9 according to the Saaty table, after weighting the alternatives, then ranking using the AHP method to get the final score, ranking 1 was obtained by Conducive Lecture Room with a final score of 0.084 and ranking 21 was obtained by Regulation with a final score of 0.037, therefore the level of student satisfaction with Conducive Lecture Room was the highest. The design of the application is carried out by conducting research in the academic science of UINSU by collecting student assessment data on academic services, after the data is collected, the weighting of each academic service is carried out and then entered into the application that has been built using the AHP method, influencing factors based on the weight of criteria and sub-criteria.
Naive Bayes and Simple Additive Weighting (SAW) Method for Whey Protein Product Selection in Fitness
Girsang, Aditya Maulana Azanzi;
Hasugian, Abdul Halim
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 3 (2024): Articles Research Volume 6 Issue 3, July 2024
Publisher : Information Technology and Science (ITScience)
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DOI: 10.47709/cnahpc.v6i3.4022
Fitness is one of the most popular muscle-building sports for people of all ages. Meeting the body's protein needs can be through real food (daily food) such as meat, fish, nuts. However, it is not easy to meet daily protein through daily food alone, so with the existence of whey protein products everyone can meet their daily protein needs without having to add more food portions. The number of whey protein products on the market causes confusion among users in choosing the right product for their daily protein needs. The purpose of the research conducted by the author is to classify the types of whey protein products using the Naïve Bayes method and make recommendations for the best whey protein products based on their type using the Simple Additive Weighting (SAW) method. The results showed that in the classification of whey protein product types using the Naïve Bayes method, the Naïve Bayes method can classify well. The accuracy value obtained by the Naïve Bayes method in this study is 66.67%. This value is obtained because there are two products whose classification does not match the predetermined label. Things like this are natural because the probabilities used between products have a range that is not far away. The Simple Additive Weighting method succeeded in ranking the best whey protein products based on the Simple Additive Weighting method where the first rank was occupied by Optimum Nutrition Whey Gold Standard (WGS) with a value of 82.5 and the product with the lowest value was BSN Syntha 6 Ultra Premium Protein Matrix with a value of 22.5.
IMPLEMENTATION OF SUGENO FUZZY LOGIC ON A RICE-EATING BIRD REPELLENT IN RICE FIELDS TO HELP FARMERS BASED ON MICROCONTROLLERS
Ikhsan, Muhammad;
Hasugian, Abdul Halim;
Gunawan, Gunawan
ZERO: Jurnal Sains, Matematika dan Terapan Vol 6, No 2 (2022): Zero: Jurnal Sains Matematika dan Terapan
Publisher : UIN Sumatera Utara
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DOI: 10.30829/zero.v6i2.15031
The rapid development of technology in the current era, especially in the field of sensors, has made many technologies that use sensors appear. In the agricultural sector itself, the use of sensor technology is not spared. In the agricultural sector, rice fields also require a tool that can detect pests which are usually done by the manual method. The purpose of this research is to help farmers repel bird pests with automation tools to make it easier to monitor the fields from pests. This study conducted experiments carried out by manipulating the research object. The tools used are Arduino Uno microcontrollers as tool controllers, PIR sensors as detection sensors and servo motors as tool drivers. When a pest is detected by the sensor it is then sent to the device controller in the form of Arduino after which the servo motor moves. From the results of testing all the components of the tool, it can be concluded that the results of the entire system work and function in accordance with the system design, the results of the PIR sensor test can detect objects that pass through the sensor with an average of 120 cm
DECISION SUPPORT SYSTEM TO DETERMINE THE LEVEL OF ADDICTION TO MOBILE LEGENDS ONLINE GAMES USING THE NAÏVE BAYES METHODE
S, Amri Yuda;
Hasugian, Abdul Halim
ZERO: Jurnal Sains, Matematika dan Terapan Vol 7, No 2 (2023): Zero: Jurnal Sains Matematika dan Terapan
Publisher : UIN Sumatera Utara
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DOI: 10.30829/zero.v7i2.17922
Addiction is liking and possessing something so much that you forget about other things. Gaming addiction is a type of addiction caused by internet technology. Game addiction itself is caused by several factors including Dominion, Timeless, Mood Swing, Healtium, Insocial and, Maladiptive Daydreaming. The purpose of this study is to accurately calculate and classify the level of online game addiction of FST UINSU students. The type of method used is a systematic quantitative analysis method of Naive Bayes Algorithm. After completing the calculation procedure, the search results show that the value obtained is very high at 91.67%. Healtium and Dominum factors are the highest causes of addiction because obviously these two factors have very high weight values
Kombinasi Algoritma Vigenere dan Beaufort Cipher dalam Mengamankan Script Coding
Ilham, Ilham;
Hasugian, Abdul Halim
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 6 No. 3 (2023): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang
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Cryptography has become an essential aspect in ensuring the security of information and data, especially in the context of script coding that contains secret codes that need to be kept confidential. The problem faced is securing script coding so that it cannot be accessed or modified by unauthorized parties. In this research, we propose the use of a combination of the Vigenere and Beaufort Cipher algorithms to secure script coding. The proposed method involves encrypting and decrypting script coding using both cryptographic algorithms simultaneously. The Vigenere Cipher algorithm is used to protect the integrity and confidentiality of script coding, while the Beaufort Cipher is used as an additional layer to enhance security and prevent attacks. This method is implemented and evaluated using a number of script coding samples that include sensitive secret codes. The results of the method implementation show that the combination of the Vigenere and Beaufort Cipher algorithms successfully improves the security level of script coding. Script coding encrypted using both algorithms becomes difficult to read and modify by unauthorized parties. Additionally, the encryption and decryption processes of script coding run quickly and efficiently, without impeding system performance. This research makes an important contribution to the field of information security, particularly in securing script coding. The combination of the Vigenere and Beaufort Cipher algorithms can be considered an effective solution in maintaining the confidentiality and integrity of sensitive script coding.