Garuda - Garba Rujukan Digital

Sistem Informasi Administrasi Kemahasiswaan dan Alumni (Smart Adma) dengan Metode Extreme Programming (XP) Wahyuddin, Mohammad Iwan; Aldisa, Rima Tamara; Fauziah, Fauziah; Sholihati, Ira Diana
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 5, No 4 (2021): JTIK
Publisher : KITA Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v5i4.256

The purpose of this research is to develop a website-based system to facilitate the academic administration of student affairs at the Faculty of Information Communication Technology, Universitas Nasional in providing various student information ranging from information on association activities, scholarships, competitions, achievements achieved by FTKI (SI-TI) students. and helping FTKI students and graduates to find updated information about job vacancies related to information technology. This study will develop an administrative information system for student affairs with the Extreme Programming method, an Agile Development Method. will include FTKI students and graduates as users. The results of research from the Student and Alumni Administration Information System (Smart Adma) can provide time efficiency in administrative management, make it easier for students to get information from association activities, proposals, requests for funds to submission forms and internship assessments, as well as alternative media during the Covid 19 Pandemic.Keywords:Information Systems, Smart AdMa, Extreme Programming Method (XP).

Implementasi Deep Learning untuk Sistem Keamanan Data Pribadi Menggunakan Pengenalan Wajah dengan Metode Eigenface Berbasis Android Adrianto, Lintang Bagas; Wahyuddin, Mohammad Iwan; Winarsih, Winarsih
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 5, No 1 (2021): JTIK
Publisher : KITA Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v5i1.201

The development of technology in security systems combined with facial recognition, of course, makes every protected data safe. Many methods can be combined with a security system, one of which is the eigenface method, which is part of facial recognition. In this study, a personal data security system was built using Android-based deep learning. Based on the results of tests carried out on three devices with different Android versions, it is known, if on Android 8.1 (Oreo) the maximum distance is Â± 40 cm, on Android 9.0 (Pie) the maximum distance is Â± 50 cm, and on the Android version, 10.0 (Q) the maximum distance for facial object recognition is Â± 60 cm. From the test results, it is known that by using the eigenface method, the farther the face is from the camera, the face cannot be detected. The implementation of this system is expected to protect personal data safely.Keywords:Face recognition, Deep Learning, Android, Eigenface.

Sistem Pakar Diagnosa Penyakit Kulit Kucing Menggunakan Metode Naive Bayes Berbasis Web Dwiramadhan, Farhan; Wahyuddin, Mohammad Iwan; Hidayatullah, Deny
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 6, No 3 (2022): July-September
Publisher : KITA Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v6i3.466

This study aims to implement the Naive Bayes method in a skin disease diagnosis system in cats. The Naive Bayes method in this application system uses disease probability calculations, calculates the probability of symptoms, calculates the posterior probability of disease, and calculates the maximum value of each disease. This method is used to analyze the results of the diagnosis of skin diseases in cats based on the symptoms of skin diseases. Data analysis on this application system is based on the results of tests carried out 50 times to produce disease diagnosis results from the user and calculated by the system to produce the same diagnostic results as calculations performed manually. With this facility, cat owners can provide first aid to help their cat before being taken to the clinic and further examined by a veterinarian.

Rancang Bangun Media Pembelajaran Tenses English Berbasis Android menggunakan Algoritma Fisher-Yates Vebiant, Kiki; Wahyuddin, Mohammad Iwan; Sari, Ratih Titi Komala
JUSTIN (Jurnal Sistem dan Teknologi Informasi) Vol 9, No 2 (2021)
Publisher : Jurusan Informatika Universitas Tanjungpura

Bahasa inggris merupakan bahasa yang banyak digunakan pada berbagai negara-negara didunia. Hal tersebut menjadikan bahasa Inggris menjadi internasional dan juga harus dipelajari pada sekolah maupun pada perguruan tinggi. Didalam bahasa inggris, kata kerja yang digunakan akan berbeda pada waktu, tempat, maupun kejadian yang berbeda atau bisa disebut dengan perubahan kata kerja (tense). Sehingga, mempelajari dan menguasai tenses dalam bahasa inggris merupakan dasar dalam mempelajari ataupun menguasai bahasa inggris. Penelitian ini bertujuan merancang dan membangun media pembelajaran tenses bahasa inggris berbasis Android. Perancangan menerapkan bentuk kuis tenses bahasa inggris menggunakan algoritma Fisher-Yates, yaitu algoritma pengacakan yang dapat mengacak urutan soal kuis sehingga urutan soal kuis tidak selalu sama dan juga tidak adanya kuis yang terulang. Hasil yang diharapkan nantinya dapat menjadi media pembelajaran untuk masyarakat yang ingin belajar ataupun menguasai bahasa Inggris dapat memahami tenses dalam bahasa inggris.

Implementasi Algoritma Haversine Formula dan Location Based Service Pada Aplikasi Pencarian Lokasi Bird Contest Berbasis Android Prihantoro, Dimas Dwi; Wahyuddin, Mohammad Iwan
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3546

At this time, the chirping bird competition has become so popular that it can be said to be a trend in Cibinong District. The number of enthusiastic chirping maniacs who have just entered this competition, not a few of the chirping maniacs do not know where the competition is taking place in Cibinong District. With the lack of information about the competition venue in Cibinong District. So a location search application was made using the Location Based Service method as the location of the user's point and the Haversine Formula Algorithm as a measure of the distance. From the measurement results of the haversine formula by comparing the application's haversine distance to the distance of google maps to get an average value of 0.039 kilometers.

Implementasi Algoritma C4.5 dan Simple Additive Weight Untuk Menentukan KPI Karyawan Kusumaningtyas, Grasiella Yustika Rezka Talita; Wahyuddin, Mohammad Iwan
Building of Informatics, Technology and Science (BITS) Vol 3 No 4 (2022): March 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

PT Kreatif Dinamika is the one of Microsoft's partner company that provides industrial solutions that consist of ERP and CRM, Power BI, Office 365 mobile applications and custom solutions. Every year conducts employee performance evaluation for employee who have worked at least one year to get an increase sallary. The primary idea of the Simple Additive Weighting technique is to get the full weighted value of every worker's overall performance on all of the attributes of the evaluation component. The C4.5 is an algorithm that used to create a decision tree. Decision tree is the structure division method and a famous predictions. In addition, after deretmine of weighted value of every attribute, SAW can select the good opportunity for classifications process from many alternatives. There are five standards that used for evaluation, there are Delivery On Time, Delivery on budget, Team Satisfaction, Soft Skill and Project Handled. The application of C4.5 algorithm on information explore in large amount include changed it into decision tree which could represent terms well. In the C4.5 algorithm, the choice of attributes as an evaluation could be very influential in acquiring an accuracy value cost primarily based totally at the outcomes of the ranking

Optimizing Automotive Manufacturing Systems through TOGAF Modelling Afarah, Sabrina Fajrul; Hindarto, Djarot; Wahyuddin, Mohammad Iwan
Sinkron : jurnal dan penelitian teknik informatika Vol. 8 No. 1 (2024): Articles Research Volume 8 Issue 1, January 2024
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v9i1.13256

The objective of this research is to examine the viability of implementing the Open Group Architecture Framework to enhance the efficiency and performance of automotive manufacturing systems. The automotive industry remains confronted with challenges pertaining to the enhancement of manufacturing processes, the reduction of product development time, and the adjustment to swift technological progressions. The primary obstacles encountered in implementing process innovation, the complexity of the IT infrastructure, and the absence of system integration constitute the most significant challenges. The primary aim of this study is to present a resolution through the application of the TOGAF framework. By implementing this strategy, system synchronization will be enhanced, IT infrastructure will be simplified, and process innovation will be able to respond to market fluctuations more rapidly. The existing business processes are streamlined and consistent with the strategic progress of vehicle manufacturing firms. Nonetheless, business processes involving architectural applications continue to diverge from market demands and fail to align with evolving business requirements. In the context of automotive manufacturing, the TOGAF modeling methodology will be applied to analyze the data architecture, application architecture, strategic elements, and information technology infrastructure. Advise stakeholders in the automotive industry, facilitating the integration of TOGAF principles into endeavors to redesign systems. This will reduce the attainment of innovation, adaptability, and efficiency, all of which are critical for sustaining competitiveness in a dynamic marketplace. By applying TOGAF principles to the automotive manufacturing system, Enterprise Architecture can support ever more complex business requirements.

Enhancing image quality using super-resolution residual network for small, blurry images Hindarto, Djarot; Wahyuddin, Mohammad Iwan; Andrianingsih, Andrianingsih; Komalasari, Ratih Titi; Handayani, Endah Tri Esti; Hariadi, Mochamad
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 13, No 4: December 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v13.i4.pp4654-4666

In the background, when low-resolution images are utilized, image identification tasks are frequently hampered. By employing the residual network super-resolution framework, super-resolution techniques are used to enhance image quality, specifically in the detection and identification of small and blurry objects. Improving resolution, decreasing blur, and enhancing object detail are the main goals of the suggested approach. The novelty of this research resides in its application of the activation exponential linear unit (ELU) to the super-resolution residual network (SR-ResNet) framework, which has been demonstrated to enhance image sharpness. The experimental findings demonstrate a substantial enhancement in the quality of the images, as evidenced by the training data's structural similarity index (SSIM) of 0.9989 and peak signal-to-noise ratio (PSNR) of 91.8455. Furthermore, the validation data demonstrated SSIM 0.9990 and PSNR 92.5520. The results of this study indicate that the implementation of SR-ResNet significantly enhances the capability of the detection system to detect and classify diminutive and opaque entities precisely. The expected and projected enhancement in image quality significantly influences image processing, especially in situations where accuracy and object differentiation are vital.

Sistem Informasi Laboratorium Dengan Metode Joint Application Design (JAD) Berbasis Website (Kasus: Laboratorium Artificial Intelligence Universitas Nasional) Aldisa, Rima Tamara; Wahyuddin, Mohammad Iwan
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 6, No 1 (2022): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v6i1.468

Data processing is a routine thing needed by organizations that must be developed properly in order to produce accurate information. Therefore, it is necessary to have a system to perform this task quickly and precisely, namely a computer with superior data processing in processing, storing, presenting, and analyzing so that the results are accurate and fast. Artificial Intelligence Computer Laboratory of the Faculty of Communication and Information Technology at the National University designed an Information System using the Joint Application Design (JAD) method as the first step or system design flow as a means to perform manual administrators or special systems in making reports related to data processing and inventory. The results of the design or system will be made based on the Website.

Sistem Informasi Laboratorium Dengan Metode Joint Application Design (JAD) Berbasis Website (Kasus: Laboratorium Artificial Intelligence Universitas Nasional) Aldisa, Rima Tamara; Wahyuddin, Mohammad Iwan
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 6, No 1 (2022): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v6i1.468

Data processing is a routine thing needed by organizations that must be developed properly in order to produce accurate information. Therefore, it is necessary to have a system to perform this task quickly and precisely, namely a computer with superior data processing in processing, storing, presenting, and analyzing so that the results are accurate and fast. Artificial Intelligence Computer Laboratory of the Faculty of Communication and Information Technology at the National University designed an Information System using the Joint Application Design (JAD) method as the first step or system design flow as a means to perform manual administrators or special systems in making reports related to data processing and inventory. The results of the design or system will be made based on the Website.

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