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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) TEKMAPRO Journal of Industrial Engineering and Management CESS (Journal of Computer Engineering, System and Science) Briliant: Jurnal Riset dan Konseptual JOIV : International Journal on Informatics Visualization Tech-E JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Kaizen : Management Systems and Industrial Engineering Journal IJID (International Journal on Informatics for Development) Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang Jurnal Sistem Komputer dan Informatika (JSON) Journal of Advanced in Information and Industrial Technology (JAIIT) Journal of Industrial Engineering and Operation Management (JIEOM) Jurnal Pengabdian Kepada Masyarakat Reputasi: Jurnal Rekayasa Perangkat Lunak Go-Integratif : Jurnal Teknik Sistem dan Industri Prosiding Konferensi Nasional PKM-CSR Jurnal Manajemen NUSANTARA: Jurnal Pengabdian Kepada Masyarakat Limits: Journal of Mathematics and Its Applications
Fauzi, Muhammad Dzulfikar
Institut Teknologi Telkom
Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Nursing Public Health Social Sciences Veterinary Other

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Hospital Information System Audit Using The ISO 27001 Standard (Case Study In RSU PKU Muhammadiyah Bantul) Heri Setiawan; Khurin 'ien Mukhoyyaroh; Muhammad Dzulfikar Fauzi; Bambang Sugiantoro
IJID (International Journal on Informatics for Development) Vol. 3 No. 1 (2014): IJID May
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (190.929 KB) | DOI: 10.14421/ijid.2014.03105

Abstract

RSU PKU Muhammadiyah Bantul have been using information technology to improve health care in their area. One of the uses of information technology is in medical record information system. The existence of medical record information system will help to manage all medical record data. But with applying information system its data need to be secured, while there still less knowledge and understanding about medical record information system security. Therefore, it’s needed to have an audit using the standard of ISO 27001 to get a convenient security service for a medical record information. The audit of ISO 27001 used because this standard focus at information system security and use as the national standard of Indonesia. This standard contains complete determination to discover information system security. This research managed to give an assessment for medical record information system security of RSU PKU Muhammadiyah Bantul with maturity value of 2,2 (Repeatable but Intuitive). So medical record information system security of RSU PKU Muhammadiyah Bantul is good enough because it’s been followed the information system security procedure. But the hospital management is not paying attention regarding the understanding of their employees about information system security for their medical record information system.
Business Simulation Game Design Based on Real Time Strategy Using SpringRTS Engine Muhammad Alfian Jauhari; Muhammad Akid Musyafa; Muhammad Dzulfikar Fauzi; Bambang Sugiantoro
IJID (International Journal on Informatics for Development) Vol. 4 No. 2 (2015): IJID December
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1031.885 KB) | DOI: 10.14421/ijid.2015.04205

Abstract

Competition in today's business world is getting tougher and raises the number of changes, in which the changes occur more rapidly. Because of that the ability and skills of human resources should also be able to learn quickly to adapt the changes in business world. Therefore, entrepreneur needs a tool that can give the effect of teaching and improve the ability of decision-making and reduce the financial risk for businesses. This research aims to develop a game which can do business simulation. In the process of developing this game, SpringRTS framework is used to maintain the development. There are some steps being taken, which originated from the literature study followed by analysis and design requirements and proceed with expressing ideas that have been done on the analysis and design steps into a tangible form, which includes 3d modeling, uv texture mapping, 3d assembling and coding with the Lua programming language. This research successfully produces business simulation game that can give the effect of teaching in a game without compromising the beauty of the graphics aspect according to research output which made a simulation game with 3 dimensional graphics which make the user whom played it did not easy to became bored.
Academic Information System Islamic State University (UIN) Sunan Kalijaga Yogyakarta Android Based Suryana Wijaya; Muhammad Dzulfikar Fauzi; Agung Fatwanto
IJID (International Journal on Informatics for Development) Vol. 4 No. 1 (2015): IJID May
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (358.043 KB) | DOI: 10.14421/ijid.2015.04101

Abstract

The development of information systems is done so that the system gets better performance and is more in line with the wishes of users. However, until now there is no academic information system for UIN Sunan Kalijaga specifically developed based on mobile. In fact, mobile technology is currently growing very rapidly in Indonesia. Based on the Nielsen survey as of May 2011, the number of mobile device users in Indonesia reached 125 million out of the 238 million population. For this reason, it is necessary to develop the Academic Information System of UIN Sunan Kalijaga based on mobile, especially Android.The system development methodology used in this study is SDLC (Software Development Life Cycle). The steps are Analysis of system requirements, system design, and design, system implementation, testing, and evaluation.This research results an application that can be used to access academic information, such as schedule to attend the lecture, schedule of examination, card of yield study, presence and history of performance index. The special thing of this application is user still can see the academic information although offline with some condition.
Automatic of Correction and Program Evaluation Using Web-Based Systems Sunu Pinasthika Fajar; Muhammad Dzulfikar Fauzi; Maria Ulfah Siregar
IJID (International Journal on Informatics for Development) Vol. 2 No. 2 (2013): IJID December
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (474.376 KB) | DOI: 10.14421/ijid.2013.%x

Abstract

Assistant or lecturer in a practicum on algorithmic learning courses it often takes a long time to correct a task collected by the practitioner. The number of tasks that must be corrected many will require a longer time. To simplify the work of the assistant or the lecturer developed a system that automatically corrects tasks that are collected by the practitioners with the black box testing method, so that the assistant only needs to publish the task and wait for the task to be corrected automatically and view or download the correction results. With the existence of this system, it is expected that the correction of tasks will be more fast, easy, and effective, and make students more able to get grades better because students are allowed to collect their assignments many times to be satisfied with the value.
AN APPLICATION OF MAMDANI IN SELECTING MAJORS IN HIGHER EDUCATION Heni Hapsari; Muhammad Dzulfikar Fauzi; Shofwatul Uyun
IJID (International Journal on Informatics for Development) Vol. 2 No. 1 (2013): IJID May
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1014.026 KB) | DOI: 10.14421/ijid.2013.%x

Abstract

The election for a right major at university will make a big difference because students should choose a major that suits their basic skills and talent preference. A research case uses a sample from various majors in state university in Indonesia. There are 29 majors available. Therefore, interest score, talent score, and basic ability score become a consideration matter in choosing the right major for them. The implementation of this system uses PHP programming language and MySQL database which based on the web. This research uses sample data of SMAN (state high school) 1 on Kutowinangun, Kebumen. It is including self-data, interest score, talent score, and basic skill score. This research uses a fuzzy inference system using Mamdani method. Mamdani method works based on linguistic principle and has a fuzzy algorithm which supply approximation to be entered by mathematic analysis. Data are processed through the calculation phase of fuzzy and result given by the system is a recommendation of a major suggested to be taken by the student. This system shows a recommendation of a major that suits the student. This system also gives information about universities which provide recommended major. This system is hope to help students in choosing their major.
E-Catalog Application Development for Public Facility using Website Usability Evaluation Tool Sri Lestari; Hendra Dea Arifin; Muhammad Dzulfikar Fauzi; Agung Fatwanto
IJID (International Journal on Informatics for Development) Vol. 3 No. 2 (2014): IJID December
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (388.746 KB) | DOI: 10.14421/ijid.2014.%x

Abstract

The interaction between user and computer is a factor that should be considered in building a website. Most users often judge a system's interface, instead of the function. A good website should ideally have the ease of use (usability) that makes users easier access to the information presented. But in fact, the lack of reusability factor to be considered in designing a website. Bad user interface design is usually a reason for not using an application or software. In addition, bad user interface could make a fatal mistake. The design should be user-centered. Therefore, there is an evaluation process conducted by users on the design results. Webuse (Website Usability Evaluation Tool) is a method that can help a web developer or web designer know the level of usability not only in terms of design but also in terms of content organization, navigation and link, and performance and effectiveness. We build an e-catalog of public facilities in the city of Yogyakarta by applying the Webuse concept. Result shows that these public facilities have good usability level. 
Kernel Comparison on Support Vector Machine for Detecting Stairs Descent Ahmad Wali Satria Bahari Johan; Ardian Yusuf Wicaksono; Muhammad Dzulfikar Fauzi; Rizky Fenaldo Maulana; Kharisma Monika Dian Pertiwi
CESS (Journal of Computer Engineering, System and Science) Vol 7, No 2 (2022): July 2022
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/cess.v7i2.33477

Abstract

Terdapat 4 kernel yang dapat digunakan dalam klasifikasi Support Vector Machine dalam membuat hyperplane. Keempat kernel tersebut adalah linear, polynomial, gaussian dan sigmoid. Setiap kernel dapat menghasilkan akurasi yang berbeda-beda. Hal ini dikarenakan pengaruh sebaran data yang diklasifikasikan. Terdapat 2 kelas yang diklasifikasikan, yaitu lantai dan tangga turun. Dilakukan proses ekstraksi fitur tekstur terhadap citra lantai dan tangga turun menggunakan metode Gray Level Co-occurence Matrix. Terdapat 7 fitur dari GLCM yang dihasilkan pada proses ekstraksi fitur. Selanjutnya dilakukan klasifikasi menggunakan Support Vector Machine dengan mencoba setiap kernelnya. Dari hasil pengujian didapatkan kernel linear menghasilkan akurasi yang paling tinggi, yaitu 89%. Kernel sigmoid mendapatkan akurasi 84%. Kernel Gaussian mendapatkan akurasi sebesar 85%. Sedangkan kernel polynomial mendapatkan akurasi yang paling rendah yaitu 78%.
Strengthening MSMEs crafting soft skills through the implementation of system thinking business model innovation Wahyu Andy Prastyabudi; Arda Erico Yuda; Muhammad Dzulfikar Fauzi; Arliyanti Nurdin
Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang Vol 7, No 2 (2022): May 2022
Publisher : University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/abdimas.v7i2.6815

Abstract

MSMEs have an important role in sustaining the national economy as it contributes about 60 percent of GDP. On the other hand, however, the expansion of their business is considerably low. According to an economic survey by BPS in 2016, more than 63.72 percent of MSMEs had no plan to develop their business for various reasons. In addition, the Covid-19 pandemic has turned their business increasingly sluggish, because the demand for their product sales has decreased drastically. The purpose of this community service is to empower and strengthen the business management of MSME, particularly in the crafting industry i.e. Az Zahra Creation located in Surabaya. Specifically, the program focuses on the understanding of MSMEs mindsets and improving their capability in business and financial management. The methods carried out are identifying and mapping their problems through direct observation and interviews, formulating the solution using system thinking which is then actualized in mentoring and training programs. The results of the programs are renovating the workshop room, improving MSME partners’ knowledge and skills in planning, innovation of business model, managerial, and financial management. The impact of this program is expected to exemplify for other similar MSMEs, hence, the developed framework could be adopted by others to assist the business development. 
Penentuan Pembukaan Gerai dengan Menggunakan Analytic Hierarchy Process Empat Layer Muhammad Dzulfikar Fauzi; Granita Hajar; Abdul Kholik
Jurnal Sistem Komputer dan Informatika (JSON) Vol 3, No 4 (2022): Juni 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/json.v3i4.4289

Abstract

In the neighborhood, there is a slew of flavored drink shops. Bubble drinks, sometimes known as "boba drinks," are currently popular across various demographics, particularly among teenagers and young people. The sweet taste of the drink and the range of options drive demand for this boba drink, which is growing increasingly popular. In addition to its presentation, this beverage producer offers customization options for beverage taste, sugar level, drink glass size, and even ice cube quantity to satisfy consumer preferences. Several criteria, such as pricing, purchasing power, and location, must be considered while deciding on store opening These elements can still be subdivided. Therefore the AHP (Analytical Hierarchy Process) method is appropriate for determining store openings. The findings of this study demonstrate that, among numerous alternative locations, location G has the highest value, with a weight of 0.2236.
A Hybrid DenseNet201-SVM for Robust Weed and Potato Plant Classification Muhammad Dzulfikar Fauzi; Faisal Dharma Adhinata; Nur Ghaniaviyanto Ramadhan; Nia Annisa Ferani Tanjung
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika Vol 8, No 2 (2022): June
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/jiteki.v8i2.23886

Abstract

Potato plant growth needs to be protected from weeds that grow around it. Currently, the manual spraying of pesticides by farmers is not only precise on weeds but also on cultivated plants. Therefore, we need an intelligent system that can appropriately classify potato plants and weeds. The research contribution combines feature extraction and appropriate classification methods to obtain optimal accuracy. In addition, the small amount of data also contributes to this research. In this research, it is proposed to use a combination of feature extraction using deep learning techniques and classification using machine learning. We use the feature extraction method with the DenseNet201 model because this study's data is not too much. Complex vectors from DenseNet201 were reduced using Principal Component Analysis (PCA). Then we classified it with the Support Vector Machine (SVM) and K-Nearest Neighbor (KNN) classification methods. The experimental results show that the PCA method can reduce the complexity of high-dimensional features into 2 and 3 dimensions. The average of the best classification results using SVM was obtained with a 3-dimensional PCA configuration, but on the contrary, using KNN obtained the best results in a 2-dimensional PCA configuration. The results showed 100% accuracy on the DenseNet201-SVM hybrid. The SVM kernel configuration used is a linear kernel. The results of this study can be an insight into an accurate classification method for separating weeds and potatoes so that agricultural technology can apply this method for classification.
Co-Authors Abdul Kholik Agfianto Eko Putra Agung Fatwanto Agung Fatwanto Ahmad Wali Satria Bahari Johan Alqis Rausanfita Aprilliyanto, Tofik Arda Erico Yuda Arda Erico Yuda Ardian Yusuf Wicaksono Arifin, Hendra Dea Arip Ramadan Arliyanti Nurdin Arliyanti Nurdin , S.T., M.T Asyhab, Naufal Aulia Faqih Rifa’i Bambang Sugiantoro Bunga Pasha Maulidina Chasandra Puspitasari Desita Nur Rachmaniar Emilia Ramona Faisal Dharma Adhinata Granita Hajar Haq, Azizi Khoirul Hendra Dea Arifin Heni Hapsari Heri Setiawan Ida Ayu Putu Sri Widnyani Islami, Mega Cattleya P.A Kasliono Kasliono Khurin 'ien Mukhoyyaroh Laksono Kurnianggoro Maria Ulfah Siregar Matteo Ibastian Maulana, Rizky Fenaldo Mohammad Hamim Zajuli Al Faroby Mohammad Hamim Zajuli Al Faroby Montolalu, Billy Muhammad Akid Musyafa Muhammad Alfian Jauhari Muhammad Mustakim, Muhammad Muhammad Taufiq Nuruzzaman Musyafa, Muhammad Akid Nia Annisa Ferani Tanjung Nicko Nur Rakhmaddian, Nicko Nur Nisa Isrofi Nur Ghaniaviyanto Ramadhan Oktavianita, Annisa Dwi Pertiwi, Kharisma Monika Dian Qori Emalia Putri Mafidah Rachmadi, Andry Rahmaani, Amalia Ratna Rahmawati, Feri Rizky Fenaldo Maulana Rizky Novera Harnaningrum Shofwatul ‘Uyun Siti Amiroch, Siti son, Sumarsono Sri Lestari Sunu Pinasthika Fajar Suryana Wijaya T. Rasmana , Susijanto Wahyono Wahyono Wahyu Andy Prastyabudi Wahyu Sri Mulyani Yudha Mahardika Putra