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Perbandingan Metode Certainty Factor dan Theorema Bayes dalam Mendiagnosa Penyakit Kandidiasis pada Manusia Menggunakan Metode Perbandingan Eksponensial Panjaitan, Zaimah; Hafizah, Hafizah; Ginting, Rico Imanta; Amrullah, Amrullah
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3078

Abstract

Candidiasis is an infectious disease caused by the fungus candida. Research on this fungus has been widely carried out until several types of candida fungi are found that can attack and cause infections in humans. Types of candidiasis also vary, but can be classified in general into three types, namely attacking the mouth (Candidiasis Thrush), vagina (Vulvoginal Candidiasis), and skin (Cutaneous Candidiasis). Candidiasis is very susceptible to infection and infection, therefore a study is needed to diagnose candidiasis. Today, expert systems are often used to diagnose diseases. There are several methods commonly used in expertise, including the Certainty Factor method and the Bayes Theorem. However, the problem faced in implementing an expert system in any field is uncertainty. This is caused by the user's hesitation in answering questions during the consultation session or even the inaccuracy of the methods used in building the system. Therefore, it is necessary to study and compare the methods that can be used to build the system. Exponential is a simple comparison that can reduce bias in the analysis process. This study aims to apply and analyze both methods and the results compare with an exponential comparison in detecting candidiasis in humans. The results of this study showed that both methods achieved the same results, namely the lowest percentage level was Candidiasis Truth, then Vuvoginal Candidiasis, and the highest was Candidiasis Cutaneous. Of these two methods, Certanty Factor is more accurate in diagnosing candidiasis.
Aplikasi Alarm Pergantian Jam Belajar Menggunakan Teknik Counter Berbasis Adruino H Hafizah; A Amrullah; Z Panjaitan; R I GINTING
Jurnal MESIL (Mesin Elektro Sipil) Vol. 2 No. 2 (2021): Jurnal MESIL (Mesin Elektro Sipil)
Publisher : Cered Indonesia Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53695/jm.v2i2.590

Abstract

The automatic bell serves to signal the turn of the hour for each lesson, and there are no more picket officers who forget to ring the bell. This automatic bell will ring at the right time, so lesson changes are no longer a mess. Furthermore, the delay in changing study hours often results in the subsequent teaching and learning process being short of time in public elementary schools. As an example of the use of the Arduino Uno microcontroller which is used as an automatic school bell controller. One of the conveniences possessed by this automatic learning hour change alarm is a control system by inputting the school bell schedule into the Arduino Uno microcontroller, then the alarm for changing the learning hours for public elementary schools will activate automatically according to the adjusted school bell schedule input. 
Sistem Pakar Mendiagnosa Kerusakan Dinamo Start Mobil Menggunakan Metode Teorema Bayes Pada Lubis Dinamo Medan Amrullah Amrullah; Muhammad Syahril
Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Vol 1, No 2 (2018): J-SISKO TECH EDISI JULI
Publisher : STMIK Triguna Dharma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53513/jsk.v1i2.26

Abstract

Sistem pakar adalah bagian dari kecerdasan (Artifial Intelegency) yang memindahkan kemampuan seorang pakar kedalam sebuah sistem guna mendiagnosa kerusakan atau penyakit. Banyak permasalahan yang cara penyelesaiannya dibutuhkan keahlian dari seorang pakar, salah satunya adalah mendiagnosa kerusakan dinamo staterKerusakan dinamo start pada umumnya sering terjadi pada mobil tanpa disadari oleh penggunanya.Kerusakan juga disebabkan oleh kesalahan dari prosedur penggunaan. Perancangan sistem pakar mendiagnosa kerusakan dinamo start diharapkan dapat membantu pengguna mobil yang ingin mengetahui jenis kerusakan atau penyebab awal dari kerusakan dinamo.Teorema bayes yang digunakan untuk menghitung tingkat kemungkinan kerusakan yang diterapkan pada sistem pakar diharapkan dapat memberikan kemudahan bagi mekanik dalam mendiagnosa kerusakan. Aplikasi sistem pakar ini dirancang dengan output berupa laporan yang memudahkan pengguna aplikasi memahami jenis kerusakan dinamo statrt.
Peramalan Penjualan Bulanan menggunakan metode Trend Moment pada Toko Suamzu Boutique Amrullah Amrullah; Egi Affandi; Wahyu Riansyah; Sobirin Sobirin
Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Vol 19, No 2 (2020): Agustus 2020
Publisher : PRPM STMIK TRIGUNA DHARMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53513/jis.v19i2.2423

Abstract

beberapa perusahaan untuk mendorong para karyawannya untuk dapat memenuhi target penjualan. Banyak diperlukan strategi guna untuk memenuhi kebutuhan pelanggan yang bervariasi. Suamzu Boutique adalah sebuah Usaha Dagang (U.D) swasta yang bergerak dalam bidang penjualan pakaian selama ini mengalami permasalahan berupa penjualan pada bulan yang akan datang dikarenakan jumlah modal yang terbatas.Teknik peramalan dengan metode trend moment digunakan untuk mengetahui jumlahjumlah penjualan yang bulan yang akan datang pada  toko Boutique Suamzu. Denganmenggunakan data penjualan selama 2 tahun terakhir metode trend moment dapat melakukan predikisi penjualan selama 12 bulan ke depan.Metode Trend moment memprediksi jumlah Penjualan pada tahun 2020 di bulan januari diprediksi adalah sebesar Rp. 39,935,000.00- , hasil prediksi ini digunakan untuk peramalan bagi toko untuk menyelesaikan permasalahan tentang peramalan penjualan pada toko
Workshop Literasi Digital Penggunaan Aplikasi Bagi Guru SMKS Pangeran Antasari Deli Serdang Sumatera Utara: Digital Literacy Workshop on Application Usage for Prince Antasari Vocational High School Teachers, Deli Serdang, North Sumatra Heri Kusnadi; Amrullah; Agus Fahmi Limas Ptr; Trinanda Syahputra; Egi Affandi
ABDI SABHA (Jurnal Pengabdian kepada Masyarakat) Vol. 3 No. 2 (2022): Juni
Publisher : CERED Indonesia Publishing

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Abstract

Pandemi Covid-19 menjadi salah satu pendorong transformasi dunia pendidikan. Hal ini mendorong pentingnya pemahaman literasi digital guru dalam menyikapi transformasi pendidikan di masa pandemi Covid-19. Sebagian besar guru memiliki keterampilan digital yang tidak berbanding lurus dengan perkembangan teknologi digital yang dapat digunakan untuk pembelajaran. Kondisi ini menunjukkan bahwa keterampilan digital yang dimiliki guru masih belum memuaskan, untuk itu guru perlu memahami literasi digital. Pengabdian kepada Masyarakat ini bertujuan untuk memberikan informasi dan menambah pengetahuan guru tentang literasi digital selama pembelajaran di masa pandemi Covid-19. Sasaran adalah guru SMKS Pangeran Antasari Deli serdang Sumatera Utara. Hasil kegiatan PKM menunjukkan peningkatan pemahaman literasi digital yang signifikan, yaitu sebesar 37.43%. Dengan kata lain, terjadi peningkatan pemahaman literasi digital guru terhadap permasalahan yang muncul akibat transformasi digital pendidikan.
Implementation Of Linear Congruent Method in Online Exam Applications For SMK Students Amrullah Amrullah; Al-Khowarizmi Al-Khowarizmi
INFOKUM Vol. 10 No. 5 (2022): December, Computer and Communication
Publisher : Sean Institute

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Abstract

The Pangeran Antasari Vocational High School (SMK Pangeran Antasari) Final Examination (UAS) is an activity that determines the success of a student in 2 semesters of educational activities. UAS performs better when each student's questions are displayed randomly, and the difficulty can be increased to make each student's answer different. There are 101 questions per subject in the question bank, but the system displays 40 questions for each student. The Linear Congruential Method (LCM) method randomly displays question data in the app and provides each student with a different type of question pack. Each student's UAS scores are stored in a database for subject teachers and students' academic performance. The test results for the actual student application are assigned a different set of questions for each computer the student uses. Randomization of questions for each computer used by students using the LCM method gives each student a level of difficulty, resulting in a random question package of up to 40 questions with a difficulty level of 82.5%. Because certain question numbers have the same questions, but it can be recommended to help the school in the process of UAS activities.
APPLICATION OF THE MOORA METHOD IN THE DECISION SUPPORT SYSTEM FOR SELECTING THE BEST FONT AUTHORS ON ABLY CREATIVE FONT Hafizah Hafizah; Tugiono Tugiono; Zaimah Panjaitan; Amrullah Amrullah; Dedi Setiawan
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 6, No 1 (2023): February 2023
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v6i1.1202

Abstract

ABLY Creative Font adalah marketplace yang menyediakan jasa Creative Font yang saat ini belum memiliki standarisasi penilaian dalam pemilihan calon Font Authors terbaik yang layak diterima. Proses penerimaan calon Font Authors hanya didasarkan pada penilaian individual dari founder ABLY Creative Font yang menyeleksi berkas secara langsung. Hal ini berimbas pada kualitas Font Authors yang diterima belum sesuai dengan keinginan ABLY Creative Font. Untuk itu dibutuhkan sebuah sistem yang dapat menyajikan penilaian yang objektif dalam penentuan calon Font Authors terbaik. Sistem Pendukung Keputusan (SPK) merupakan sistem berbasis komputer yang dipakai untuk mendukung pengambilan keputusan dalam suatu organisasi, instansi ataupun perusahaan. Metode MOORA (Multi-Objective Optimization On The Basis Of Ratio Analysis) merupakan metode multi objektif sistem yang mengoptimalkan dua atau lebih atribut yang saling bertentangan secara bersamaan. Hasil penerapan SPK metode MOORA memberikan penilaian yang objektif berdasarkan kriteria penilaian penentuan kelayakan penerimaan Font Authors terbaik yang akan diterima di ABLY Creatif Font.
Pembuatan dan Pendampingan Sistem Informasi Portal Desa Tadukan Raga Egi Afandi; Trinanda Syahputra; Ahmad Fitry Boy; Dedi Setiawan; Amrullah Amrullah; Firahmi Rizky; Marnoko Marnoko
ABDI SABHA (Jurnal Pengabdian kepada Masyarakat) Vol. 4 No. 1 (2023): Februari
Publisher : CERED Indonesia Publishing

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Abstract

The village is a very important part in determining the success of development and is in direct contact with the community, especially in public services. Digitization can be interpreted as a process of storing all the properties and information of text, sound, images or multimedia in an electronic string of zeros and ones. The village is the most accurate data source for searching population data. The Village Information System makes it easier for Villages to compile digital data and information about the objective conditions of the Village, to prepare Village Development plans based on detailed and real data. Tadukan Raga is a village in the Sinembah sub-district of Tanjung Muda Hilir, Deli Serdang Regency, North Sumatra province, Indonesia. There are 5 hamlets, namely: Hamlet I Tungkusan, Hamlet II, Hamlet III Sei Basah, Hamlet IV Lottery, Hamlet V Kampung Dalam. From the results of the development of the Tadukan Raga Village Portal Information System which has been completed, it can be concluded that the Village portal system can assist the Village in disseminating Village activities and policies, so that appeals made by the Village can be easily accepted by the community and can be well documented every activity carried out by the village.
Simulasi Teknologi Jembatan Otomatis pada Jalur Kapal Laut Dengan Mikrokontroler ATmega 8: Simulation of Automatic Bridge Technology on Marine Ship Lines With ATmega 8 . Microcontroller H Kusnadi; Amrullah; Egi Affandi; I U Pradifta
Jurnal MESIL (Mesin Elektro Sipil) Vol. 3 No. 1 (2022): Jurnal MESIL (Mesin Elektro Sipil)
Publisher : Cered Indonesia Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53695/jm.v3i1.696

Abstract

The bridge is a construction that is useful for continuing the path through a lower obstacle. Bridges which are part of the road are indispensable in the land transportation network system that will support development in the area. The way this tool works is to initialize the input from the photodiode sensor which detects the presence or absence of a ship. If the 1st sensor detects a ship then the light will be green then if the 2nd sensor detects a ship then the light will be red and the bridge will go up. then if the 3rd sensor is green then the bridge will go down. The result of this automatic bridge tool is that the bridge will open when the ship is detected by sensor 2 and will be closed when the ship detects the 3rd sensor. Keywords: bridge, microcontroller, photodiode, LED.
Analysis of linear congruent methods and multiplicative random number generator in computer-based test Amrullah Amrullah; Al-Khowarizmi Al-Khowarizmi; Firahmi Rizky
Indonesian Journal of Electrical Engineering and Computer Science Vol 32, No 3: December 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v32.i3.pp1521-1532

Abstract

This research focuses on the implementation of computer - based test exams in high schools which face the problem of not having differences in exam questions which results in weak security and validity of exam results. Therefore, a randomization method is needed to overcome this problem. The method used in random ization is linear congruent methods and multiplicative random number generator. There are 101 random questions, but only 40 questions are displayed for each student with a reference value of Xn and C, 2 will be added for each package of exam questions and to avoid question code=0, the calculation results will be added 1. The linear congruent methods (LCM) results achieve 100% accuracy, while the method The multiplicative random number generator (MRNG) only achieved 62.5% accuracy in randomizing the exam que stions. This accuracy comparison highlights the difference in the ability of the two methods to generate random permutations of test item packages. LCM randomization accuracy ensures that each student will receive a different set of test questions in a con sistent manner. However, the low accuracy of randomization using MRNG indicates a weakness in generating permutations of exam question packages. The results of this study show that the LCM method is better than the MRNG in conducting exams.