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All Journal Jurnal Edukasi dan Penelitian Informatika (JEPIN) KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan JURNAL MEDIA INFORMATIKA BUDIDARMA J-SAKTI (Jurnal Sains Komputer dan Informatika) IJISTECH (International Journal Of Information System & Technology) KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Building of Informatics, Technology and Science Jurnal Teknologi Dan Sistem Informasi Bisnis JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Community Development Journal: Jurnal Pengabdian Masyarakat Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) IJISTECH J-SAKTI (Jurnal Sains Komputer dan Informatika) EXPLORER CHIPSET (Journal on Computer Hardware, Signal Processing, Embedded System and Networking) Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Innovative: Journal Of Social Science Research Jurnal Pengabdian Masyarakat Bangsa Jurnal Pengabdian Sosial Jurnal Pengabdian Kepada Masyarakat Radisi Jurnal KALANDRA Journal of Computer Science Artificial Intelligence and Communications Etanic : Journal Of English Language Teaching And Applied Linguistics

Muhammad Noor Hasan Siregar

Universitas Graha Nusantara, Padangsidimpuan, Sumatera Utara - Indonesia

Author-ID : 2511386

Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

Published : 46 Documents Claim Missing Document

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ANN: Model of Back-Propagation Architecture on the Logs Production by Type of Wood Muhammad Noor Hasan Siregar
IJISTECH (International Journal of Information System and Technology) Vol 1, No 2 (2018): May
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Indonesia is rich in forest products. The production forest is a forest area that can be utilized for the community, such as logs, rattan, and some forest plants that have high economic value. This research aims to make the best architectural model by using artificial neural network. The method used is backpropagation algorithm. With this model it will continue to predict the output of logs. Data are sourced from BPS-Statistics Indonesia. Based on the results of research results of logs production using backpropogation method, obtained the result of 3 model architecture (18-18-1, 18-25-1 and 18-18-25- 1) that model of architecture 18- 25-1 is the best model with 72% accuracy, MSE: 0.0221670942 and epochs: 660.

Model Combination of Activation Functions in Neural Network Algorithms (Case: Retail State Sukuk by Group) Muhammad Noor Hasan Siregar
IJISTECH (International Journal of Information System and Technology) Vol 2, No 2 (2019): May
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

This study aims to maximize the activation function used in backpropogation networks in finding the best architectural model. The case study used is the sale of state retail sukuk based on professional groups. The combination of activation functions used for training and testing is tansig-tansig, tansig-purelin and tansig logsig. The architectural model used is the architectural model 6-2-1 and 6-5-1. The evaluation parameters used are epoch, MSE training, MSE testing and accuracy level of truth. Data processing is assisted by using Matlab software. The results showed that the tansig-logsig activation function had more stable results than tansig-tansig and tansig-purelin.

The application of the Analytic Hierarchy Process method to the selection of dominant factors for adolescents who are prone to insecurity Indra Riyana Rahadjeng; Muhammad Noor Hasan Siregar
IJISTECH (International Journal of Information System and Technology) Vol 4, No 2 (2021): May
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Teens are often stressed, worried, and overly insecure as a result of their high expectations. The feelings that occur during adolescent development can create and increase feelings of insecurity in their lives, which has a negative impact. Adolescents with an excessive sense of insecurity can suffer from mental disruption, which can lead to serious mortality. Of course, these factors can have a negative impact on adolescents' mental health. Adolescents' minds and psyches can be disrupted by mental illness. The goal of this study is to identify the dominant factor among a number of factors that can lead to insecurity when using the Decision Support System (DSS) technique. Analytical Hierarchy Process is the DSS method used (AHP). The data used in this study was gathered through observations and interviews with adolescents using a random questionnaire. Six factors were derived from observations and interviews: social environmental factors (A1), family environmental factors (A2), social media factors (A3), insecure factors (A4), trauma factors (A5), and education and work factors (A6). The results of the AHP method show that the main factors for adolescents who are easily insecure are social environmental factors (first), social media factors (second), and family environmental factors (third) (third).

Perancangan Aplikasi Data Mining Untuk Menentukan Pasien Menderita Tifoid Dengan Metode Algoritma C4.5 Yusra Fadhillah; Muhammad Noor Hasan Siregar; Oberlin Siagian
Explorer Vol 1 No 2 (2021): Juli 2021
Publisher : Forum Kerjasama Pendidikan Tinggi

Data mining adalah suatu istilah yang digunakan untuk menguraikan penemuan pengetahuan didalam database. Proses data minig ini akan diimplementasikan dengan menggunakan algoritma C.45. Algoritma C.45 dapat digunakan dalam pembentukan pohon keputusan tetapi lebih mengarah pada perhitungan probabilitas dari tiap-tiap record terhadap kategori-kategori tersebut atau untuk mengklarifikasi record dengan mengelompokan ke dalam satu kelas. Setelah sebuah pohon keputusan dibangun maka dapat digunakan untuk mengklarifikasi record yang beulm ada kelasnya. Dimulai dari node root menggunakan tes terhadap atribut dari record yang belum ada kelasnya, kemudian mengikuti cabang sesuai dengan proses pohon keputusan yanitu mengubah bentuk data (table) menjadi pohon (tree) kemudian merubah model pohon tersebut menjadi aturan. Berdasarkan penelitian yang telah dilakukan yang telah dibangun dapat menentukan pasien yang menderita penyakit tipes.

Sistem Pendukung Keputusan Pemilihan Biji Kopi Arabika Terbaik Menggunakan Metode SMART Supiyandi Supiyandi; Chairul Rizal; Muhammad Noor Hasan Siregar; Eka Putra; Rusmin Saragih
Building of Informatics, Technology and Science (BITS) Vol 4 No 2 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i2.2118

Arabica coffee beans are one of the main varieties of coffee beans developed in Indonesia. In making decisions to determine quality Arabica coffee beans, an appropriate system is needed to analyze problems in solving and efficient and accurate data presentation. Therefore, a computer-based system or method is needed to facilitate the selection of the best Arabica coffee beans. This study uses the Simple Multi Attribute Rating Technique (SMART) method. The SMART method is a decision-making method to solve the problem of choosing a multi-objective choice among several criteria, so that later it will be able to produce an effective and efficient analysis. The input criteria that are the priority in selecting the best Arabica coffee beans are aroma with a weight of 25, color with a weight of 25, taste with a weight of 25, dirt content with a weight of 15, and price with a weight of 10. Of the 25 alternatives tested in this system, Gayo Avatara Natural Arabica coffee beans were the best first alternative, followed by Aceh Gayo Wet Hull, Java Ijen Natural, Java Ijen Honey, and Kintamani Natural. This decision support system for selecting the best Arabica coffee beans provides speed, accuracy, and data accuracy in selecting the best Arabica coffee beans which will be used by coffee lovers to provide coffee with a delicious taste. So the results of the decision from 25 types of Arabica coffee, there are 11 types of Arabica coffee with a rating of "Very Good", 10 types of Arabica coffee with a rating of "Good", and 4 types of Arabica coffee with a rating of "Quite Good".

Metode Simple Additive Weighting Dalam Sistem Pendukung Keputusan Untuk Pemilihan Mobil LCGC Hendry Hendry; Chairul Rizal; Supiyandi Supiyandi; Muhammad Noor Hasan Siregar
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 5 No 1 (2023): Januari 2023
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v5i1.738

Low Cost Green Car (LCGC) is a new breakthrough made by the government in the automotive world, especially in Indonesia. With the support of environmentally friendly concepts this type of LCGC car has become an alternative for consumers who want a car especially in Indonesia. To estimate LCGC cars according to needs, you can use a decision support system with a simple additive weighting (SAW) method. Data obtained from observations and interviews conducted through sales and car mechanics or experts who are more knowledgeable about market conditions and community needs. The results achieved are designing a decision support system application that predicts LCGC cars that fit consumers' desires based on price, engine capacity, safety features, fuel economy, cabin accommodation. By determining the preference value of each alternative, ranking is made so that from the alternatives there is the best alternative.

Perancangan Sistem Informasi Posyandu Ibu Dan Anak Berbasis Web Barany Fachri; Hendry Hendry; Muhammad Zen; Muhammad Noor Hasan Siregar
KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Vol 6, No 1 (2022): Challenge and Opportunity For Z Generation in Metaverse Era
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/komik.v6i1.5719

Tomuan Holbung Village is a village in North Sumatra. As a village, there is still information that has not been accessed by many other people through public communication, namely the internet. Where there is a Posyandu currently has a meaningful role to support public health services. The role of the Posyandu is accompanied by the increasingly visible role of the community after the emergence of the Posyandu as a form of community-based health effort. Apart from that, Posyandu activities have been running smoothly so far because of the Posyandu Information System (SIP) book as an implementation guide. Technology contributes to structuring management systems and work processes in government and private agencies. One of the applications of Information Technology in village life is the use of a web-based Mother and Child Posyandu Information System. In this design, the web-based Posyandu information system is analysis, design, coding and testing as well as entity relationship diagrams in designing the database. The Posyandu information system is equipped with a web-based display so that users can adjust the contents in the system as a means of information in designing a web-based Mother and Child Posyandu Information System in Tomuan Holbung Village.

Sosialisasi Penggunaan Aplikasi Hadir Berbasis Mobile dalam Meningkatkan Efesiensi Sistem Kehadiran Dosen Mengajar Di Universitas Graha Nusantara Padangsidimpuan Yusra Fadhillah; Muhammad Noor Hasan Siregar; Novita Aswan; Ferawati Artauli Hasibuan
Jurnal Pengabdian Masyarakat Bangsa Vol. 1 No. 6 (2023): Agustus
Publisher : Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/jpmba.v1i6.221

Pengabdian masyrakat ini bertujuan untuk mengeksplorasi pentingnya sosialisasi penggunaan aplikasi hadir berbasis mobile dalam meningkatkan efisiensi sistem kehadiran dosen mengajar di Universitas Graha Nusantara Padangsidimpuan. Efisiensi sistem kehadiran dosen merupakan hal yang penting dalam menjaga kualitas dan keberlanjutan proses pembelajaran di perguruan tinggi. Partisipan dalam pengabdian ini adalah dosen-dosen di Universitas Graha Nusantara Padangsidimpuan yang telah menggunakan aplikasi hadir berbasis mobile. Hasil pengabdian masyarakat ini menunjukkan bahwa sosialisasi penggunaan aplikasi hadir berbasis mobile memiliki dampak yang signifikan dalam meningkatkan efisiensi sistem kehadiran dosen mengajar. Dosen-dosen yang mengikuti sosialisasi tersebut memiliki pemahaman yang lebih baik tentang cara menggunakan aplikasi tersebut. Penggunaan aplikasi hadir berbasis mobile juga memberikan manfaat lain seperti kemudahan dalam pencatatan kehadiran, pengurangan kesalahan administrasi, dan aksesibilitas yang lebih baik bagi dosen. Tahapan metode pelaksanaan ini dimulai dengan studi pendahuluan untuk mengidentifikasi permasalahan dan menganalisis manfaat dari aplikasi serupa dalam konteks pendidikan. Selanjutnya, merencanakan agenda sosialisasi dengan menetapkan tujuan, audiens target, serta menyusun materi presentasi dan panduan penggunaan aplikasi. Tahap pelaksanaan melibatkan presentasi aplikasi, sesi tanya jawab, dan pelatihan praktis kepada dosen dan staf administrasDalam kesimpulannya, sosialisasi penggunaan aplikasi hadir berbasis mobile sangat penting dalam meningkatkan efisiensi sistem kehadiran dosen mengajar di Universitas Graha Nusantara Padangsidimpuan. Dengan adanya pemahaman yang baik tentang penggunaan aplikasi ini, dosen-dosen dapat mengoptimalkan kehadiran mereka dan mengurangi masalah administrasi yang berkaitan dengan kehadiran. Implementasi aplikasi ini juga dapat memberikan manfaat jangka panjang bagi manajemen universitas dalam meningkatkan pengelolaan kehadiran dosen.

Smart Home Berbasis Internet of Things (IoT) Dalam Mengendalikan dan Monitoring Keamanan Rumah Supiyandi Supiyandi; Chairul Rizal; Muhammad Iqbal; Muhammad Noor Hasan Siregar; Muhammad Eka
Journal of Information System Research (JOSH) Vol 4 No 4 (2023): Juli 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v4i4.3822

Smart Home or smart home is a system built with the help of a computer to integrate and control home devices automatically and efficiently. The development of "Smart Home" technology is the impact of the development of technological advances that aim to help people manage their daily activities in controlling electronic equipment and monitoring the condition of the house. This home automation system was developed with the aim of supporting electricity and water saving programs. Smart home technology developed, both in home automation systems and security will be controlled centrally by the microcontroller. This study aims to build an electronic device control system at several location points automatically by sending SMS from the cellphone to the control module. This device system will also connect the control module via the internet network so that the Internet of Things (IOT) function is built. Arduino-based Smart Home facilitates home security systems by installing Infrared sensors to detect moving objects, MQ-2 Sensors to detect gas leaks, DHT11 Sensors to detect temperature and humidity, Ultrasonic Sensors to measure the water level in water reservoirs.

Pelatihan Aplikasi Edmodo Untuk Meningkatkan Motivasi Belajar Daring Pada Masa Pandemi Covid-19 Di Exact Media Center Kota Padangsidimpuan Yusra Fadhillah; Muhammad Noor Hasan Siregar; Novita Aswan
Jurnal Pengabdian kepada Masyarakat Radisi Vol 1 No 2 (2021): Agustus
Publisher : Yayasan Kajian Riset dan Pengembangan RADISI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55266/pkmradisi.v1i2.10

The global spread of COVID-19 has an impact on all aspects of life, including the education aspect. Under these circumstances, an effective learning strategy is needed to achieve the learning objectives. Learning is the main thing in an educational institution, so a good learning process will produce good graduates as well. This situation certainly needs to be improved by improving learning facilities to improve the online learning process. The lack of knowledge of using e-learning makes it difficult for tutors and students to carry out online learning. Therefore, through this community service program, it is hoped that it can support and improve the learning process, especially the use of e-learning learning media. The purpose of this service activity is carried out in the form of training starting from the introduction of the Edmodo application for the learning management system, then how to use the application with various features to make it easier for tutors and students in delivering material. The method of implementing this service is carried out through several stages, namely, socialization, training, practice and monitoring. The target of this activity is EMC tutors and students in Padangsidimpuan City. The results of the evaluation of the implementation of this training show that this activity is useful to support the teaching and learning process carried out at the EMC tutoring place. This training is able to improve the skills of tutors and students in using Edmodo e-learning media, and the conclusion in this activity is the knowledge of using Edmodo e-learning media for tutors and students, so it is hoped that in the future the EMC tutors can use e-learning media as supporting learning activities

Co-Authors , Eka Putra AA Sudharmawan, AA Ade Ismail Abdul Kodir Agus Perdana Windarto Alkhairi, Putrama Angelia Utari Harahap Aswan, Novita Badawi, Masrof Chairul rizal Chairul Rizal Deni Apriadi Edi Suharto Eka Putra Fachri, Barany Ferawati Artauli Hasibuan Ferawati Artauli Hasibuan Ferawati Artauli Hasibuan Furqan Khalidy Handoko, Divi Harputra, Yuswin Hendry Hendry . Hery Dia Anata HERY DIA ANATA BATUBARA Indra Prasetia, Indra Indra Riyana Rahadjeng Indra Riyana Rahadjeng Khairunnisa Lubis, Fitri Romaito Mardiah Muhammad Eka Muhammad Hasanuddin, Muhammad Muhammad Iqbal Muhammad Iqbal Muhammad Yasin Simargolang Muhammad Zen Munadi Munadi Novita Aswan Nurkhasanah Rina Puspita Oberlin Siagian Putra, Randi Rian Raharjo, Mokhamad Ramdhani Rahman, M. Arif Ramadhani, Cerah Fitri Ramadhani, Yulia Rizki Rismayanti Rismayanti Rismayanti Rizki, Cindy Atika Rusmin Saragih, Rusmin Setiawan, Yudika Dwi Siti Hajar Siti Khodijah Suleman, Abdul Rahman Supiyandi Supiyandi Toga Mahaji Yasir, Amru Yuhandri, Muhammad Habib Yusra Fadhillah Yusra Fadhillah Yusra Fadhillah Yusra Fadhillah Yusra Fadhillah

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