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Implementation Of The Naive Bayes Method To Classification Good Air Quality Zalika Riswan Dini; Dedi Purwanto; Nova Mayasari
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (879.6 KB)

Abstract

Naïve Bayesisa- method- of doing statistical classification based on the probability value of the members in the class on a data. This research was conducted by finding several stages of the process carried out, namely the process of sharing training data and test data. Then the-classification-process-is-carried-out by-finding the-accuracy-value-of-the-Naïve-Bayes method. The success of increasing the-accuracy-of-the-dataset-using-the-weighting-of-the Naïve Bayes algorithm which greatly affects all attributes, so that it greatly affects the-accuracy-of-the-data. -In-the-data classification-process-using the Naïve Bayes algorithm that uses the Air Quality dataset, the accuracy results are 39.97%. The author hopes that there will be development of the Naïve Bayes method by comparing it to other weighting methods in order to get various kinds of analysis results so as to get a higher accuracy value and use more datasets.
Applications Know Preparation for Earthquakes for Elementary School Students Rian Farta Wijaya; Ataya Putri; Hermansyah Hermansyah; Nova Mayasari; Rio Septian Hardinata; Moch. Iswan Perangin-angin
Journal of Applied Engineering and Technological Science (JAETS) Vol. 4 No. 1 (2022): Journal of Applied Engineering and Technological Science (JAETS)
Publisher : Yayasan Riset dan Pengembangan Intelektual (YRPI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1506.549 KB) | DOI: 10.37385/jaets.v4i1.995

Abstract

This research is entitled the application of recognizing preparation for earthquakes for elementary school students. The goal is to produce an application that can help students recognize preparation for earthquakes. The resulting application is made using Adobe Flash CS 6, and the Actionscript 3 programming language. This application can run well on Android smartphones, and personal computers/laptops. There were 20 students who were the subjects of this study, and they came from elementary schools Negeri 105270 Pujimulio, Deli Serdang, North Sumatra. Students who are tested beforehand (pre-test) their knowledge about preparation in dealing with earthquakes. After that students are asked to use the resulting application. After that, students are tested again for their knowledge (post test). So from the pre test and post test carried out, get test results that show an increase in students' knowledge in learningknow how to prepare for an earthquake.
KEEPING FILE AUTHENTICITY WITH DIGITAL SIGNATURE TECHNIQUE USING A COMBINATION OF MD5 AND ELGAMAL ALGORITHM Dandi Herman Dinata; Nova Mayasari; Rio Septian Hardinata
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (450.042 KB)

Abstract

This study aims to maintain the authenticity of the file to provide assurance to the recipient that the data is free from modifications made by other parties. If there is a modification to the file, then the recipient will know that the file is no longer authenticated, so that the recipient of the file avoids using the wrong data. To maintain the authenticity of the data, a digital signature technique is used using the MD5 algorithm as a hash function algorithm to generate a message digest, and the Elgamal algorithm as a public key algorithm that forms the digital signature of the message digest. The combination of the two algorithms will produce a digital signature for each file that can ensure the authenticity of the file.
A DECISION SUPPORT SYSTEM IN ELECTION BEST ONLINE BAG DISTRIBUTOR USING SAW METHOD Feriadi; Zulfahmi Syahputra; Nova Mayasari
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (374.132 KB)

Abstract

The need for bags is in great demand by users. A bag is something that can carry personal items. For women, the bag is one of the symbols of socialite that can increase the status of the people. In this day and age, bags can be purchased online thereby increasing resellers to sell these bags to consumers. Resellers need a good online bag distributor so that customers are not disappointed with the quality of the bag. There are many criteria that can be tested. The SAW method can help determine an online bag distributor that has good quality. Applying this method to resellers will increase the reseller's selling value to customers. The main benefit obtained is that customers can continue to subscribe to these resellers because they have good quality
IMPROVING THE QUALITY OF PERFORMANCE MONITORING OF THE WORK UNITS OF THE NATIONAL LAND AGENCY OF ACEH PROVINCE Rendy Fahmi Roza; Dedi Purwanto; Nova Mayasari
INFOKUM Vol. 10 No. 03 (2022): August, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1989.257 KB)

Abstract

This study describes a system that functions to monitor performance achievements, where technological developments in the millennial era are very rapid so that they are able to have a large enough effect, especially in the world of work. Achievement of performance in an organization is very important so that the work of an organization can be achieved according to the target. At the Ministry of ATR/BPN, many dashboards have been made that can monitor this performance achievement, but due to too many dashboards spread over many applications, it is difficult for the supervisory officers of the Aceh Province BPN Regional Office to monitor and evaluate, it is necessary to have a system that can collect all achievements. performance byrealtimeand fast, so that with a system that is integrated into all dashboards, it will make it easier for supervisory officials to monitor and evaluate all activities anytime and anywhere.
PERBANDINGAN ALGORITMA CIPHER DENGAN ALGORITMA ROT13 PADA PROSES PENGAMANAN DATA Dahlan Kurniawan; Nova Mayasari; Wirda Fitriani
Jurnal Darma Agung Vol 30 No 1 (2022): APRIL
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Darma Agung (LPPM_UDA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46930/ojsuda.v30i1.2234

Abstract

Kriptografi merupakan bidang pengetahuan yang menggunakan persamaan matematis untuk melakukan proses enkripsi maupun dekripsi. Teknik ini digunakan untuk mengubah data menjadi bentuk kode-kode tertentu, dengan tujuan agar informasi yang disimpan tidak dapat dibaca oleh siapa pun kecuali orang yang berhak. Banyaknya algoritma kriptografi membuat penulis menguji algoritma Cipher dan algoritma ROT13 dalam data. Dengan tujuan mendapatkan keamanan yang efektif dan efesien. Dengan menggunakan aplikasi yang dibangun maka peneliti menguji algoritma cipher dan algoritma ROT13 dengan mengukur kecepatan dalam melakukan enkripsi dan dekripsi. hasil pengujian yang dilakukan dengan menggunakan plainteks yang sama yaitu “DAHLANKURNIAWAN” maka menghasilkan enkripsi 8 milidetik dan dekripsi 5 milidetik pada algoritma cipher sedangkan pada algoritma ROT13 enkripsi 5 milidetik dan dekripsi 5 milidetik.
Perancangan Sistem Absensi Menggunakan Fingerprint Scanner Smartphone Android Nova Mayasari; Muslim Muslim; Rian Farta Wijaya; Suyono Suyono
INTECOMS: Journal of Information Technology and Computer Science Vol 5 No 2 (2022): INTECOMS: Journal of Information Technology and Computer Science
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/intecoms.v5i2.5015

Abstract

ABSTRAK Di zaman sekarang peran teknologi sangat penting untuk membantu kegiatan manusia didalam bidang apapun seperti bidang pendidikan, olahraga, pekerjaan dan lain sebagainya. Adapun teknologi yang banyak digunakan diberbagai bidang adalah komputer, internet, handphone dan mesin absensi. Salah satu pemanfaatan teknologi yang digunakan dalam kehidupan sehari salah satu contohnyayaitu mesin absensi dengan sidik jari,yang berada di setiap lembaga perusahaandan menggunakan database untuk menyimpan dan menghitunghasil absensi. Tapi di masa pandemik ini kegiatan yang bersentuhan langsung dengan manusia atau benda tidak dianjurkan karena tidak sesuai dengan peraturan pemerintah tentang social distancing dan menerapkan protokol kesehatan yang diakibatkan Covid-19. Untuk mengatasi hal tersebut handphone Android dapat melakukan absensi pada setiap orang karena sistem operasi Android telah memiliki finger print pada perangkatnya. Adapun cara yang digunakan untukmendapatkan data penelitian ini, dilakukan dengan cara pengamatan langsung dan interview serta pengumpulan studi pustaka untuk mendukung keperluan penelitian untuk dapat membangun sistem aplikasi absensi menggunakanFinger Print pada Android. Sistem absensi Finger Print Android pada handphone dengan sistem operasi Android yang telah memiliki finger print pada perangkatnya dapat membantu setiap pegawai perusahaan dalam menjalankan peraturan pemerintah tentang social distancing dan juga penerapan protokol kesehatan. Dikarenakan dengan melakukan absensi finger print pada Android ini setiap orang dapat menghindari dari kontak fisik dan menyentuh sesuatu yang sama secara bergantian. Kata Kunci: Android, Finger Print, Social Distancing ABSTRACT In this day and age the role of technology is very important to assist human activities in any field such as education, sports, work and so on. The technologies that are widely used in various fields are computers, the internet, mobile phones and attendance machines. One of the uses of technology used in everyday life is an example of an attendance machine with fingerprints, which are located in every corporate institution and use a database to store and calculate attendance results. But during this pandemic, activities that come in direct contact with humans or objects are not recommended because they are not in accordance with government regulations regarding social distancing and implementing health protocols caused by Covid-19. To overcome this, Android cellphones can make attendance for everyone because the Android operating system already has a finger print on the device. The methods used to obtain research data were carried out by direct observation and interviews as well as collecting literature to support research needs to be able to build an attendance application system using Finger Print on Android. The Android Finger Print attendance system on cellphones with the Android operating system that already has a finger print on their device can assist every company employee in carrying out government regulations regarding social distancing and also implementing health protocols. Because by taking finger print attendance on Android everyone can avoid physical contact and touch the same thing alternately. Kata Kunci: Android, Finger Print, Social Distancing
Perbandingan Metode SAW dan Metode WP dalam Pemilihan Varietas Padi Agung Purnomo Sidik; Nova Mayasari
Jurnal Sistem Informasi Vol 14, No 2 (2022)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36706/jsi.v14i2.17720

Abstract

Penelitian ini mengimplementasikan metode Simple Additive Weighting (SAW) dan Weighted Product (WP) untuk menentukan varietas padi terbaik dan membandingkan hasil yang diperoleh dari segi rangking dan waktu proses. Data penelitian didapatkan dari Badan Litbang Pertanian Kementerian Pertanian. Implementasikan metode dibangun ke dalam aplikasi yang menggunakan bahasa pemrograman PHP dan DBMS MySQL. Hasil penelitian menunjukkan bahwa kedua metode memiliki hasil proses yang hampir sama, dimana metode Simple Additive Weighting (SAW) dan Weighted Product (WP) memberikan alternatif jawaban terbaik dan terburuk yang sama. Namun dalam running time atau waktu proses, metode Simple Additive Weighting (SAW) memiliki waktu proses yang lebih cepat dibandingkan dengan metode Weighted Product (WP).Kata kunci: SAW, WP, Padi, Sistem Pendukung Keputusan
Rancang Bangun Sistem Informasi Pendataan Dan Monitoring Tumbuh Kembang Anak Sebagai Upaya Pencegahan Stunting Desa Kotapari Muhammad Muttaqin; Nova Mayasari; Siswa Pratama; Muhammad Ikhrom
Brahmana : Jurnal Penerapan Kecerdasan Buatan Vol 4, No 1A (2022): Edisi Desember (Spesial Issue)
Publisher : LPPM STIKOM Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/brahmana.v4i1A.150

Abstract

Stunting merupakan salah satu permasalahan yang sedang dihadapi oleh Desa Kotapari. Belum adanya sistem informasi  tentang stunting yang mudah didapat oleh masyarakat merupakan salah satu  aspek yang membuat lambatnya penyelesaian masalah stunting ini. Untukmempercepat penyelesaian masalah stunting ini,dianggap perlu adanya  sistem informasi yang dapat membantu masyarakat dengan mudah dan cepat.  Metode pengumpulan data dilakukan dengan wawancara dan observasi.  Dalam penelitian ini metode pengembangan sistem yang digunakan yaitu  waterfall dengan perangkat lunak pendukung yang digunakan adalah PHP dan MySQL. Melihat realita diatas, maka dianggap perlu membangun sistem  informasi berbasis website yang berguna untuk memudahkan Desa Kotapari dan Masyarakat dalam mengupayakan  terselesainya masalah stunting di Kabupaten Serdang Bedagai. Aplikasi ini selain   dapat memberikan informasi stunting pada masyarkat juga terdapat menu  pengecekan kesehatan anak terkait pertumbuhan anak serta menu diskusi  yang dapat digunakan oleh masyarakat untuk berkomunikasi dengan Desa Kotapari.
Design and development of information systems for data collection and monitoring of children's growth and development as an effort to prevent stunting in Kotapari Village Muhammad Muttaqin; Nova Mayasari; Siswa Pratama; Muhammad Ikhrom
Jurnal Mantik Vol. 7 No. 1 (2023): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i1.3614

Abstract

Stunting is one of the problems being faced by Kotapari Village. The absence of an information system about stunting that is easily accessible to the public is one of the aspects that has slowed down the resolution of the stunting problem. To accelerate the resolution of the stunting problem, it is considered necessary to have an information system that can help the community easily and quickly. Methods of data collection is done by interviews and observation. In this study the system development method used is waterfall with the supporting software used are PHP and MySQL. Seeing the reality above, it is deemed necessary to build a website-based information system that is useful to facilitate Kotapari Village and the Community in working to resolve the stunting problem in Serdang Bedagai Regency. Apart from being able to provide stunting information to the community, this application also has a child health check menu related to child growth and a discussion menu that can be used by the community to communicate with Kotapari Village.