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EXPERT SYSTEM FOR DIAGNOSE DIABETES BY USING THE CERTAINTY FACTOR METHOD Raditya, Muhammad; Fauziah, Fauziah; Winarsih, Endah Tri
Journal of Intelligent Decision Support System (IDSS) Vol 3 No 1, Maret (2020): Exper System, Decision Support System, Datamining
Publisher : Journal of Intelligent Decision Support System (IDSS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1247.312 KB)

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Diabetes mellitus is a chronic autonim disease caused by interruption of blood sugar regulation, or commonly referred to as diabetes or diabetes. If the disease is not treated with proper care, it can cause dangerous complications, can even threaten the lives of sufferers. Implementation of expert system for diagnosing diabetes mellitus using a web-based certainty factor aims to explore the symptoms displayed in the form of questions - questions that can diagnose different types of diabetes mellitus. Results from this study is a web-based expert system that can detect whether a person's disease or diabetes mellitus. Based on the manual calculation, showed the highest value of 0.
IMPLEMENTATION OF CERTAINTY FACTOR METHOD FOR DIAGNOSE PESTS IN EGGPLANT PLANTS Sujudi, Malik Abdul Aziz; Fauziah, Fauziah; Hidayatullah, Deny
Journal of Intelligent Decision Support System (IDSS) Vol 3 No 1, Maret (2020): Exper System, Decision Support System, Datamining
Publisher : Journal of Intelligent Decision Support System (IDSS)

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Eggplant crop cultivation is often influenced by various factors, factors that often occurs is pests and diseases. Lack of information and still rely on the experience of farmers to deal with pests and disease is a major cause. This problem is particularly serious because the can lead to crop failure. In this research, expert systems to diagnose pests and diseases eggplant created to help farmers cope with the problem a problem that occurs in terngnya garden and provide solutions and suggestions prevention caused by pests and diseases. Certainty factor method is suitable for expert systems to diagnose disease eggplant crop is because these methods produce results of the highest percentage of belief an expert.
Prediksi Kunjungan Wisatawan Mancanegara Melalui Pintu Udara Menggunakan ARIMA, Glmnet, dan Prophet Fakhrul Mu'minin; Fauziah Fauziah; Aris Gunaryati
Techno.Com Vol 21, No 1 (2022): Februari 2022
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/tc.v21i1.5695

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Pariwisata merupakan salah satu industri yang memberikan kemajuan perekonomian negara. Pandemi COVID-19 mengakibatkan industri pariwisata memburuk karena pembatasan kunjungan yang secara luas. Tujuan penelitian ini untuk mendapatkan model terbaik dalam memprediksi kunjungan wisatawan mancanegara ke Indonesia melalui pintu udara dengan membandingkan tiga metode, yaitu ARIMA, Prophet, dan Glmnet. Data yang digunakan adalah data bulanan Badan Pusat Statistik dengan periode Januari 2017 sampai dengan November 2021. Hasil penelitian ini menunjukkan model ARIMA merupakan model terbaik untuk melakukan prediksi dibandingkan model Prophet dan Glmnet karena menghasilkan nilai terbaik pada MAE sebesar 749030.4, MAPE sebesar 23196.45, MASE sebesar 17.86681, SMAPE sebesar 175.9592, dan RMSE sebesar 779670.7. Berdasarkan hasil prediksi menggunakan model ARIMA(1,1,0)(0,0,1)12, dalam 12 bulan berikutnya, menunjukkan kunjungan wisatawan mancanegara ke Indonesia melalui pintu udara cenderung mengalami peningkatan. Menindaklanjuti hasil penelitian ini, bahwa penggunaan kombinasi model harus lebih dioptimalkan untuk pembaharuan dalam teknik peramalan.
UPAYA PENINGKATAN MOTIVASI KERJA PADA PERUSAHAAN JASA KONTRUKSI MELALUI PENDEKATAN TEORI KEBUTUHAN MASLOW Handayani, Sri; Haryono, Siswoyo; Fauziah, Fauziah
JBTI : Jurnal Bisnis : Teori dan Implementasi Vol 11, No 1 (2020): April 2020
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/bti.111129

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Penelitian ini bertujuan untuk mengidentifikasi upaya peningkatan motivasi kerja yang dilakukan dan karakteristik dimensi kebutuhan Maslow  diimplementasikan pada perusahaan jasa kontruksi anggota GAPANSI (Gabungan Pelaksana Konstruksi Seluruh Indonesia) Kabupaten Kebumen. Jenis penelitian deskriptif dengan kuesioner sebagai sumber data. Populasi adalah seluruh karyawan Perusahaan Jasa Kontruksi Anggota GAPENSI (Gabungan Pelaksana Konstruksi Seluruh Indonesia) Kabupaten Kebumen berjumlah 167 karyawan. Sampel penelitian sebanyak 44 karyawan, menggunakan teknik purposive sampling yaitu teknik sampling yang diberi batasan sebagai penarikan sampel dari populasi sesuai dengan tujuan penelitian. Teknik pengujian data menggunakan bantuan software komputer berupa SPSS meliputi uji validitas dengan korelasi bivariate antara masing - masing indikator dengan total skor konstruk pada kuesioner dengan nilai signifikansi kurang dari 0,05, uji reliabilitas dengan Alpha Cronbach dengan syarat minimum koefisien korelasi 0,6. Berdasarkan uji validitas seluruh variabel memiliki p value a 0,05 sehingga dinyatakan valid dan dapat diproses lebih lanjut. Hasil uji reliabilitas menunjukkan bahwa nilai alpha cronbach’s kebutuhan fisologis 0.842, rasa aman 0.861, Sosial 0.730, penghargaan 0.871 dan aktualisasi diri 0.905. Karena nilai alpha cronbach’s yang didapat masing-masing 0.6. Hal ini membuktikan tiap variabel memiliki reliabilitas yang tinggi atau memiliki konsistensi yang baik sebagai alat ukur. Berkaitan dengan hasil Analisis deskripsi responden menunjukan bahwa motivasi kerja karyawan secara prioritas utama pada semua kategori menunjukan pada kebutuhan sosial sedangkan secara selisih mean nilai tertinggi diperoleh pada kebutuhan penghargaan.
Smart Trash Menggunakan Sensor Ultrasonik dan Arduino Uno Berbasis IoT Imam Pambudi Utomo; Fauziah Fauziah; Nur Hayati
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Vol 6, No 3 (2022)
Publisher : Universitas Indraprasta PGRI Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (437.805 KB) | DOI: 10.30998/string.v6i3.11986

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The Covid-19 pandemic has forced us to adhere to health protocols. Thus, making people more careful not to come into direct contact, one of which is by not opening and closing trash cans that are often used together with many people. Sometimes people are also lazy to open the lid of the trash can and let the garbage sit on the lid of the trash can so that it is scattered and can become a nest of all kinds of diseases. The purpose of this research is to make the smart trash can open and close automatically and find out the available capacity in the smart trash. The ultrasonic sensor has a minimum and maximum limit with a sensor range of 0-30 cm detecting people the smart trash will automatically open, if it exceeds the range limit the smart trash will not open. If it is detected by the sensor but the smart trash is full, it will not open. In the range of the smart trash height of 25cm to determine the status of the smart trash capacity on the LCD, if the smart trash capacity is 10-100% then it is available, if the LCD status is less than 10% then it is full. The Fuzzy Logic algorithm is used to determine the rules for the level of distance accuracy (cm). The resulting value is a distance of 17.5- 25cm status is available, if a distance of 10-17.5cm status is available, if a distance of 2.5-10cm status is available, if a distance is 0-2 ,5cm full state. On the accuracy of the Naïve Bayes algorithm using rapidminer software that the accuracy of the success of the servo motor is 87.33%.
Aplikasi Monitoring dan Screening Covid-19 Menggunakan Metode Certainty Factor dan Forward Chaining Nur Aprilia; Fauziah Fauziah; Ratih Titi Komala Sari
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Vol 5, No 3 (2021)
Publisher : Universitas Indraprasta PGRI Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (476.798 KB) | DOI: 10.30998/string.v5i3.8107

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Coronavirus disease 2019 or COVID-19 caused by SARS CoV 2 is a tragedy in the world of global health. Even the World Health Organization (WHO) has stated that the corona virus outbreak is a Public Health Emergency of International Concern (PHEIC) or an international public health emergency. Not only has an impact on health but this virus outbreak also has a major impact in various sectors such as disruption of the country's economy, obstruction of the teaching and learning process and so on. This impact is caused by the rapid spread of the virus. Therefore, the authors designed a monitoring and screening application for COVID-19 using certainty factor and forward chaining methods which aim to make it easier for people to monitor the spread of the COVID-19 virus in real time and be able to carry out early screening for COVID-19. Both of these methods produce a system diagnosis with the same results, that is, someone is indicated as SUSPECT COVID-19.
Implementasi Metode Background Subtraction dan Morfologi untuk Mendeteksi Objek Bergerak Pada Video Dede Saptoadi; Fauziah Fauziah; Nur Hayati
STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Vol 5, No 2 (2020)
Publisher : Universitas Indraprasta PGRI Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (776.836 KB) | DOI: 10.30998/string.v5i2.7743

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Monitoring systems are a rapidly increasing need in almost all lines of public, such as roads, parks, buildings, terminals and many places that have a monitoring system. Detection adapts learning of moving objects in video observation to obtain results such as the human sense of sight. By detecting objects in the monitoring system, we can determine the frame that shows the position of the moving object. The methods that can be used to de-tect objects are background subtraction and morphology, these methods are considered appro-priate to be implemented in the designed program. The research method used is divided into two stages, namely data collection to collect CCTV video samples and search for related research references. Then the stages that the program goes through include frame extraction, implemen-tation of background subtraction, conversion of grayscale images and converting them into bi-nary form, performing opening morphological operations, making masking and implementing them into video. From the test results the program has a success rate of 93.3% of the test with bright lighting and 83.3% of the test with dim lighting.
Point of Sale Framework-Based Code Igniter and Model View Controller Using Lighthouse Testing Muhammad Syaifudin; Fauziah Fauziah; Ben Rahman
Journal of Computer Networks, Architecture and High Performance Computing Vol. 3 No. 2 (2021): Journal of Computer Networks, Architecture and High Performance Computing, July
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v3i2.1006

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The success of companies engaged in the field of distributors is not only from good and smart human resources, but how ready the company's way to provide tools or programs supporting the work of employees. Some of the problems are the administration system between the company's internal divisions, so there are restrictions on the processing of input data, processes, outputs that are still manual. Web Application is made to facilitate employees to conduct administrative activities with the access role of each user admin division, for example inventory data, creation of sales invoices, road letters, procurement forms and bookkeeping. In addition, The Web View application is already responsive in this sense can adjust the device PC / Tablet / Mobile, then for visualization of data calculation already using cart / data graphics in real time, and there is also a feature preview, download and print JPEG, PNG, PDF, Barcode and QR code. Web Testing This application with black box method and shows it is running well and no error method, so it can be declared passed. Web Creation This application involves the LTE 2.0 Admin Template with bootstrap CSS, for programmer frameworks using MVC model view controllers that exist in the Code Igniter 3.0 framework so that it is faster and easier to implement or developed in other field companies or in the manufacturing industry. Tests using lighthouse for perform by 94% showed that the application designed to have a good performance for display results, and its access value of 60%, indicating that the process related to responsiveness between users is appropriate both using PC / Tablet / Mobile
PENERAPAN METODE ELECTRE DALAM MEREKOMENDASIKAN DETERGENT TERBAIK PADA USAHA LAUNDRY Fadillah, Wanda rizki; Kusuma, Willy Darma; Fauziah, Fauziah; Ananda, Wahyu; Damanik, Sanri Sunervia
Jurnal Teknologi Informasi MURA Vol 10, No 1 (2018): JURNAL TEKNOLOGI INFORMASI MURA (TIMUR) JUNI
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat STMIK MUSIRAWAS

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Abstract

AbstrakDeterjen dan laundry adalah dua hal yang saling berkaitan, dimanausaha laundry dapat berjalan dengan ada nya deterjen yang membantu proses pencucian. Pemilihan deterjen yang tepat adalah tugas dari pengusaha laundry untuk mendapatkan hasil cucian dengan kualitas yg baik dan memuaskan konsumen. Apabila kepuasan konsumen sudah tercapai kemungkinan besar usaha laundry akan berjalan dengan lancar.Sistem pendukung keputusan merupakan suatu sistem yang mampu memberikan suatu gambaran keputusan dari keadaan yang ada. Dan sistem ini di terapkan pada usaha laundry untuk menentukan deterjen terbaik demi kelancaran usaha laundry tersebut. Metode yang digunakan adalah ELECTRE. Metode ini di pilih karena mampu melakukan penyeleksian alternatif terbaik dari beberapa alternative.Dimana sampel yang digunakan sebanyak 5 merk detergent dengan kriteria penilaian adalah popularitas, harga, kualitas, dan lokasi promosi. Dan penelitian ini dilakukan dengan mencari nilai bobot untuk setiap atribut, kemudian melakukan proses perangkingan yang akan menetukan alternatif terbaik, yaitu deterjen terbaik untuk usaha laundry. Kata kunci:Deterjen,Laundry, Electre,Sistem Pendukung Keputusan 
Sistem Optimasi Penjadwalan Kereta Api Jakarta-Yogyakarta Dengan Metode Algoritma Genetika Fachreza, Sodi; Komala Sari, Ratih Titi; Fauziah, Fauziah
Rang Teknik Journal Vol 2, No 2 (2019): Volume 2 No 2 Juni2019
Publisher : Fakultas Teknik Universitas Muhammadiyah Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (217.698 KB) | DOI: 10.31869/rtj.v2i2.1114

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Keberadaan komputer telah menggantikan banyak tenaga kerja manusia, baik di bidang bisnis,industri maupun transportasi. Hal ini tidak bisa disalahkan karena memang terbukti bahwa sistem komputerisasi jauh lebih efisien dan menguntung kan bagi perusahaan dibanding dengan sistem manual (dengan tenaga kerja manusia). Hampir setiap perusahaan, khususnya yang sedang berkembang dan maju saat ini berlomba-lomba untuk mengkomputerisasi sistem yang dimiliki perusahaannya, untuk meningkatkan efisiensi dan efektivitas kerja. Dengan perancangan yang dilakukan dalam pembuatan penelitian ini adalah penjadwalan keberangkatan kereta yang akan diatur dalam sistem komputerisasi. Kemudian pengaturan jadwal keberangkatan dengan kereta api yang berbeda, hari dan jam keberangkatan yang ditempuh untuk sampai pada tempat tujuan ditata seoptimal mungkin dengan menggunakan metode Algoritma Genetika.
Co-Authors Adi Agungkusuma Wardana Aei Dhelwis Okdhianthy Putri Afif Maulana Agung Raihan Agus Gunaryati Agus Iskandar Agus Iskandar Ahlun Nazar Fadhullah Ahmad Khuzaifi Albaar Rubhasy Aldisa, Rima Tamara Aldy Cantona Alfian Cutryanto Amalia Khansa Ananda, Ridwan Ighfirlana Ananda, Wahyu Andez Apriansyah Andrianingsih Andrianingsih Anggira Ganda Kusuma Anwar Anwar Aris Gunaryarti Aris Gunaryati Aris Gunaryati, Aris Asep Nurdin Azizah Azizah Ben Rahman Budiarti, L Endang Budiman, Ismail Mulya Damanik, Sanri Sunervia Danang Aji Pangestu Darmawan, Dika Rizki Dede Saptoadi Dede Wandi Dede Wandi Deki Prianto Deny Hidayatullah Deny Hidayatullah Deny Hidayatullah Destivanesha Rina Dika Rizki Darmawan Dimas Dandy Aryarajendra Suprapto Dimas Dandy Aryarajendra Suprapto Dinda Audilla Djoko Wahyono Efendi, Riyo Endah Tri Esti Handayani Endah Tri Handayani Esti Endah Tri Winarsih Eri Mardiani Esti Handayani, Endah Tri Esti Handayani, Endah Tri Fachreza, Sodi Fachri Muhammad Fadhullah, Ahlun Nazar Fadillah, Wanda rizki Fahrizal Firmansyah Fakhrul Mu'minin Fakrurrozi Fakrurrozi Fakrurrozi, Fakrurrozi Fefi Hades Tawarai Feri Mustakim Feri Susanto Fhizyel Nazareta Fikry Ramadhana Fitri, Iskandar Fitriana Fitriana Furqaansyah, Yoga Gunaryarti, Aris Gunaryati, Agus Handayani, Endah Tri Esti Handoko, Suhandio Haryono, Siswoyo Hayati, Nur Imam Pambudi Utomo Ira Diana Sholihati Iskandar Fitri Iskandar Fitri Iskandar Fitri, Iskandar Ivan Setiawan Jumari Jumari Jumari Jumari, Jumari Khansa, Amalia Khuzaifi, Ahmad Komala Sari, Ratih Titi Komala Sari, Ratih Titi Komalasari, Ratih Titi Kusuma, Willy Darma Kusumanagara, Tasha Fitria L. Endang Budiarti, L. Endang Ladika, Anwar Wali Laelatul Fauziah Lui Haekal Fasha M. Gufroni Maharani, Sri Intan Mahreza, Irham Rafi Malik Abdul Aziz Sujudi Mohamad Farhan Kantami Muhamad Iqbal Wasta Purnama Muhamad Rayhan Akbar Muhamad Sopiyan Muhammad Fadel Sasongko Muhammad Khairul Muhammad Khairul Muhammad Nurdin Muhammad Nurdin Muhammad Raditya Muhammad Rafiq Zayana Muhammad Rafli Muhammad Syaifudin MUHAMMAD YUSUF Mustakim, Feri Nabila Cahyani Natahsia, Novi Dian Natashia, Novi Dian Novi Amalia Novi Dian Natasia Novi Dian Nathasia Novi Dian Nathasia Nur Aprilia Nur Hayati Nur Hayati Nur Hayati Nur Widya Pratiwi Nurhafni Rahayu Nurhayati Nurhayati Nurhayati Nurhayati Nurholis Nurholis, Nurholis Pangestu, Danang Aji Parlambang, Bagas Pramardika, Dhito Dwi Prianto, Deki Puji Hari Santoso Purnama, Ari Radithya Pramuditha Yenadi Raditya, Muhammad Raditya, Muhammad Maheswara Radityatama, Mohamad Dimas Rani Handayani Ratih Titi Komala Sari Ratih Titi Komala Sari Ratih Titi Komala Sari, Ratih Titi Komala Ratih Titi Komalasari Rena Cahya Hutama Ridwan Ahmad Ma'arif Rifqi Ananda Rima Tamara Aldisa Rini Rini Risnadi, Bayu Abrianto Riyan Wahyu Nur Hidayah Rizki Akbar Mahdafiki Rizki Pebrian Rizky Ramadhan Rizky Ramadhan, Rizky Sari, Putriana Mayang Septi Andryana Setiawan, Raka Adji Sholihati, Ira Diana Sodi Fachreza Sopiyan, Muhamad Sri Handayani Sujudi, Malik Abdul Aziz Suprapto, Dimas Dandy Aryarajendra Surya, Angga Pratama Suryana, Muhamad Fajar Syamila, Zahra Wafda Tita Noviani Ucup Maulana Upi Resti Wahyuni Vicki Irvan Maulana Wa'asaro Telaumbanua Wahyu Suratman Wahyuddin, Mohammad Iwan Wandi, Dede Wardana, Adi Agungkusuma Wicaksono, Erwin Winarsih Winarsih Winarsih Winarsih Winarsih, Endah Tri Yanti Saraswati Yedizha Afif Farhani Yoga Furqaansyah Yohana Mastarida Manurung Zayana, Muhammad Rafiq