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All Journal International Journal of Electrical and Computer Engineering Techno.Com: Jurnal Teknologi Informasi Jurnal Teknologi Speed - Sentra Penelitian Engineering dan Edukasi Jurnal Teknologi Informasi dan Ilmu Komputer Telematika Proceedings Konferensi Nasional Sistem dan Informatika (KNS&I) CESS (Journal of Computer Engineering, System and Science) Jurnal Inspiration JOIV : International Journal on Informatics Visualization Creative Information Technology Journal SISFOTENIKA Bianglala Informatika : Jurnal Komputer dan Informatika Akademi Bina Sarana Informatika Yogyakarta Insect (Informatics and Security) : Jurnal Teknik Informatika Jurnal Eksplora Informatika JURNAL REKAYASA TEKNOLOGI INFORMASI Jurnal Komtika (Komputasi dan Informatika) RESEARCH : Computer, Information System & Technology Management DoubleClick : Journal of Computer and Information Technology JurTI (JURNAL TEKNOLOGI INFORMASI) Voice Of Informatics Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ Multitek Indonesia : Jurnal Ilmiah JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Ilmiah Sinus Informasi Interaktif Majalah Ilmiah Bahari Jogja CCIT (Creative Communication and Innovative Technology) Journal TAFAQQUH: Jurnal Hukum Ekonomi Syariah Dan Ahwal Syahsiyah Infotekmesin Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika Respati Jurnal Sistem Komputer & Kecerdasan Buatan Jurnal Perangkat Lunak Jurnal Informa: Jurnal Penelitian dan Pengabdian Masyarakat TIN: TERAPAN INFORMATIKA NUSANTARA JURNAL PENDIDIKAN, SAINS DAN TEKNOLOGI Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Jurnal Teknik Informatika (JUTIF) Jurnal Teknimedia: Teknologi Informasi dan Multimedia JNANALOKA Jurnal Senopati : Sustainability, Ergonomics, Optimization, and Application of Industrial Engineering JTECS : Jurnal Sistem Telekomunikasi Elektronika Sistem Kontrol Power Sistem dan Komputer Journal of Technology and Informatics (JoTI) SPEED - Sentra Penelitian Engineering dan Edukasi Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal Ekonomi dan Teknik Informatika Literasi Nusantara Duta.com : Jurnal Ilmiah Teknologi Informasi dan Komunikasi Techno Innovative: Journal Of Social Science Research Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Teknomatika: Jurnal Informatika dan Komputer Tafaqquh : Jurnal Hukum Ekonomi Syariah dan Ahwal Syahsiyah Explore Jurnal Teknologi JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) Jurnal Komtika (Komputasi dan Informatika) Jurnal Bisnis Digital dan Sistem Informasi
Hanif Al Fatta
Universitas Amikom Yogyakarta
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ANALISIS PERBANDINGAN PREDISKSI OBAT DENGAN MENGGUNAKAN METODE ABC ANALISYS DAN SVR PADA APLIKASI “MORBIS” Tutik Maryana; Kusrini Kusrini; Hanif Al Fatta
(JurTI) Jurnal Teknologi Informasi Vol 3, No 2 (2019): DESEMBER 2019
Publisher : Universitas Asahan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36294/jurti.v3i2.1016

Abstract

Permasalahan rumah sakit mengenai pengolahan persediaan obat adalah kondisi obat yang habis, dikarenakan rumah sakit dalam satu tahun mengeluarkan 33% dari biaya investasi untuk investasi obat. Untuk mengtasi permasalahan diatas rumah sakit harus memiliki pengeloaan logistic dengan baik, cara pengelolaan adalah dengan melakukan perencanaan yang baik. Penulis akan memakai algoritma ABC Analysis dan SVR. ABC Analysis akan digunakan untuk proses klasifikasi obat yaitu dengan cara membagi obat manjadi tiga kelompok utama berdasarkan kepentingan yaitu kelompok A, B dan C. Penulis akan menggunakan metodo SVR untuk menghitung prediksi obat. Hasil penelitian ini adalah ABC analisys dapat membagi  obat. Menjadi tiga bagian  yaitu kelompo A 276  item dengan presentase 22,96% dari jumlah item keseluruhan, kelompok B sejumlah 396 item dengan presentase 33,11% dan C sejumlah 528 dengan presenrase 43,94% dengan kesluruhan obat adlah 1202 item obat. Pengujian prediksi dilakukan dengan cara mengambil sample lima obat dari hasil klasifikasi. Proses perhitungan SVR adalah membandingkan metode preprocessing linier scaling dan z normalization. Hasil dari penelitian tersebut adalah MAPE menunjukan bahwa  dengan menambahkan preprocessing dengan linier scaling dapat membuat proses SVR lebih optimal dari pada menggunakan z nomrlization dan perhitungan dengan klasifikasi ABC analisys.
Pengaruh Dimensi Gambar pada Klasifikasi Motif Batik Menggunakan Convolutional Neural Network Rizki Mawan; Kusrini Kusrini; Hanif Al Fatta
(JurTI) Jurnal Teknologi Informasi Vol 4, No 2 (2020): DESEMBER 2020
Publisher : Universitas Asahan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36294/jurti.v4i2.1342

Abstract

Abstract – Indonesia is a country with many fascinating cultural assets. Batik is one of the most beautiful cultural assets that should be preserved. Batik existed with many motifs and styles and has been a significant cultural cloth for many regions spread along the Java island. This research proposed the computation for identifying three popular motifs and styles: megamendung, kawung, and parang. This research employed a Convolutional Neural Network classifier to identity those three popular batik motifs. This research used an image size of  64x64, 128x128, and 256x256  for the input images, and the influence of the size or dimension for these inputs have been analyzed. The final result showed that the highest accuracy is reached at 92.85 % on epoch = 240 and batch size = 5.Keywords  - Batik, Convolutional Neural Network, Accuracy, Dimension Abstrak - Banyak budaya di Indonesia yang masih menjadi kebanggan dan dijaga kelestarian nya. Salah satunya adalah batik. Jika berbicara tentang batik sekilas kita mengingat tentang berbagai macam motif yang dimiliki yang tersbar di Indonesia terutama di pulau Jawa. Pada penelitian kali ini motif batik yang diteliti adalah batik megamendung,batik kawung dan batik parang. Alasan pemilihan ketiga motif tersebut karena ketiga motif tersebut sangat diminati oleh khalayak ramai(Populer) , dan ketiga motif tersebut memliki makna tersendiri yang sangat mewakili masyarakat Indonesia. Tujuan dari klasifikasi batik adalah untuk mengetahui keakuratan akurasi motif batik khusus nya motif batik kawung,megamendung, dan parang. Fokus pada penelitian ini  adalah penggunaan dimensi gambar yang dapat mempengaruhi akurasi yang dihasilkan. Dimensi yang digunakan adalah 64x64,128x128, dan 256x256. Akurasi yang dihasilkan dengan menggunakan metode Convolutional Neural Network yang paling tinggi yaitu 92,85% dengan menggunakan  epoch= 240 dan batch_size=5.Kata Kunci - Batik, Convolutional Neural Network, Akurasi, Dimensi
PENERAPAN METODE AHP DALAM PENENTUAN KRITERIA SISTEM PENDUKUNG KEPUTUSAN SELEKSI PENJUAL PADA KANTIN Fandli Supandi; Kusrini Kusrini; Hanif Al Fatta
Informasi Interaktif Vol 4, No 3 (2019): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (380.887 KB)

Abstract

Canteen is one of the most important places to be owned by a particular institution including educational institutions such as universities, in the canteen itself there are sellers - sellers who are the main factors that determine the consumer's decision to the canteen. in this study we will discuss how to determine the priority weights of criteria to be used as an evaluation parameter for the selection of prospective sellers who will be accepted in a canteen. The method used is the Analytical Hierarchy Process (AHP), the stages in the AHP method begin with the process of defining the problem, making a hierarchical structure that begins with general objectives, followed by criteria and alternative choices, Creating pairwise comparison matrices, normalizing data, calculating values eigen vector and test its consistency, calculate eigen vector from each paired comparison matrix, test the consistency of hierarchy. If it does not meet with CR <0.01, the pairwise comparison process must be carried out again. The results of this study are a priority weight of each criterion that will be used for the selection process of prospective sellers in the canteen.Keywords: Canteen, AHP, criter
PENGUJIAN USABILITY ANTARMUKA APLIKASI BRAILLE SMART PADA SISWA TU¬NANETRA Rakhma Shafrida Kurnia; Ema Utami; Hanif Al Fatta
Informasi Interaktif Vol 2, No 1 (2017): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (896.828 KB)

Abstract

The visually impaired is is a person who can not use his eyes as the primary senses to obtain information on the environment (Nawawi, 2010).  Visual impairment in a person, causing the visually impaired will have limitations. The limitations are as follows: (1) obtain information and new experiences, (2) interaction with the environment, and (3) mobility. The development of communication technology, especially on a handheld cell phone that starts with a keypad, developed into a flat-screen smartphone makes it difficult to use by the visually impaired. B-SMART application comes with the concept of Virtual Braille Keyboard,  application of the concept of Braille as navigation and input so that the blind people can use the touch screen smartphone. This study aims to evaluate the application of B-SMART by measuring the level of effectiveness, efficiency and user satisfaction of the B-SMART mobile applications. The method of analysis in this study using Cognitive Walkthrough  combined with Quistionairre for User Interface Satisfaction (Quis). The test results showed the effectiveness of B-SMART application amounted to 85.0%, the efficiency level is 42.7% and the satisfaction of respondents was 77.1%. The results show that there is a problem faced by respondents when using the application to complete the task scenario seen from the effectiveness of 85% and an efficiency of 42.7%. The test results are discussed in the Focus Group Discussion and used as the basis of the recommendations on the improvement of the interface of B-SMART.Keywords : Visually impaired, Mobile Application, User interface, Usability, Cognitive Walkthrough
EVALUASI DATABASE SISTEM INFORMASI ALUMNI UNIVERSITAS MUHAMMADIYAH BENGKULU Yetman Erwadi; Ema Utami; Hanif Al Fatta
Informasi Interaktif Vol 2, No 2 (2017): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (512.587 KB)

Abstract

          Database is an important part of information system, one of the role of database system that is as source of information for information system. Information system alumni of Muhammadiyah University of Bengkulu is a web-based application that uses MySQL as its database system. Evaluation is done to identify the errors that exist in the database SIAUMB, after the evaluation on the database there are some errors in the database SIAUMB, including errors in the relation, field, key, constraint, record, query, adding data (insert), change data (update) and deletion of data (delete). Future databases can produce an alumni information system capable of providing exploratory information quickly, easily and accurately and able to assist the parties concerned in making management decisions alumni Muhammadiyah University of Bengkulu. Then can be done new database design with reference to result of evaluation which have been done. After that, data quality testing on aspects of accuracy and non-duplicate aspects, testing is done by executing query, each query that executed will generate record and result column then compared between new database with old database before evaluation. Keywords : Database, Alumnus, Evaluation
PERANCANGAN E-CUSTOMER RELATIONSHIP MANAGEMENT BERBASIS CROSS PLATFORM MEMANFAATKAN WEB SERVICE PADA PERUSAHAAN SOFTWARE HOUSE Nuraminudin Nuraminudin; Ema Utami; Hanif Al Fatta
Informasi Interaktif Vol 3, No 2 (2018): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (464.379 KB)

Abstract

Software house company is a business unit whose outline is developing or creating software to provide solutions for clients or customers, be it from government, companies, organizations, or individuals. The key to the success of software house companies lies in the relationship with clients. Problems arise when companies implement remote work and communication systems between clients and companies are not well established during project execution resulting in low client satisfaction. In order for communication between client and company to be well established, Electronic Collaborative CRM system design developed in cross platform with web service as bridge and its integration media is proposed, so that client and company employees can use this system anytime anywhere and with different platforms. The output of this research is a system design that contains Unified Modeling Language (UML) diagrams, data design in the form of Entity Relational Diagram (ERD) and User Interface design and prototype designed to run on various platforms. The designed prototype is acceptable to both the client and the employee after all aspects tested using a Likert-scale questionnaire get a "good" or "excellent" classification score (above 60%). So that proves Collaborative CRM felt important and needed by clients and employees. Keyword: software house, electronic collaborative CRM, cross platform, web service
ANALISIS PENERAPAN SISTEM INFORMASI DOSEN DAN KARYAWAN (SIMDOSKAR) MENGGUNAKAN MODEL UNIFIED THEORY OF ACCEPTANCE AND USE OF TECHNOLOGY (UTAUT) TERHADAP PERILAKU PENGGUNA Yulia Rahmi; Bambang Soedijono; Hanif Al Fatta
Informasi Interaktif Vol 2, No 2 (2017): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (752.78 KB)

Abstract

University Muhammadiyah Bengkulu (UMB) in data processing lecturers and employees have a web-based information system known as Lecturer and Employee Information System (SIMDOSKAR). This research discusses about user behavior towards SIMDOSKAR UMB using Unified Theory of Acceptance and Use of Technology (UTAUT) model. The purpose of this study is to determine the variables that affect user interest behavior and provide recommendations in the form of suggestions for improvement of the front system.This research was conducted by using descriptive qualitative method by distributing questionnaires, with 33 respondents. The data in the research were tested using SEM analysis technique and Partian Least Square (PLS) approach. The results showed that performance expectancy, effort expectancy, social influence, and attitude towards using tecknology have positive effect on User Behavior Interest. This variable is able to influence behavioral intention to use the system equal to 85,1% obtained from value of R2, whereas the lowest influence is behavior interest toward interest of user behavior with t-statistic value 0, 135. Keywords: implementation analysis, behavioral intention to use, UTAUT, SIMDOSKAR UMB
PENERAPAN TEKNIK MOTION GRAPHIC PADA DIGITAL OUT OF HOME ADVERTISING UNTUK TEMPLATE VIDEOTRON Hafidh Rezha Maulana; Ema Utami; Hanif Al Fatta
Informasi Interaktif Vol 3, No 2 (2018): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (716.99 KB)

Abstract

Outdoor billboard is media with a variety of shapes and styles which are widely used for commercial purposes. Basically, people still need outdoor space media/advertising/billboards and the other kinds of information on the existence of the product or service to meet the needs of life. Digital advertising industry will continue to increase its development until the next five years. Because of the market share of the industry is more wide open with increasingly advanced digital era. Motion graphics is currently widely used both in the world of film, television, and advertising. This study aims to determine the application template after effects using motion graphic techniques in disseminating information on DOOH Advertising is Videotron. The object of this study aimed to Java Videotron with video content Dimas Diajeng Bantul 2016, with a duration of 30 seconds. The method used to analyze this study is Reverse Engineering and Forward Engineering. This research resulted in the output of the template on DOOH the 30-second video that can be used continuously and modified by a variety of multimedia elements with easy navigation. Digest Thesis contains what and why research is done, how to do, and what important results obtained from research. The first paragraph in essence contains the title of the research, research objectives, constraints and variables of research, as well as the methods of analysis used in the study. The second paragraph contains a summary of the results of research and discussion. The third paragraph expresses the conclusions of the study.Keywords : motion graphic, digital out of home advertising, template, videotron
EVALUASI LAYANAN INTERNET BANKING BANK RAKYAT INDONESIA TERHADAP ASPEK USABILITY Anggie Ariawan Dewa Putra; Wing Wahyu Winarno; Hanif Al Fatta
Informasi Interaktif Vol 3, No 1 (2018): Jurnal Informasi Interaktif
Publisher : Universitas Janabadra

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (389.636 KB)

Abstract

The increasing need of modern society towards the internet resulted in banks trying to bring internet banking services in accordance with the wishes of the community to compete. The need for easy access, and user satisfaction is very important to note. In the context of website usability, the science of human computer interaction is required to be able to present a good website and in accordance with the needs of its users. This research is focused on evaluating usability of user interface of internet banking service of Bank Rakyat Indonesia using usability standard issued by ISO that usability website can be described as the level where product can be used by certain user to achieve its goal more effectively, efficiently and satisfactorily in scope Users. Then the usability techniques used in this research are think-aloud, performance measurement, and quistionaires to be able to cover the weaknesses of each technique. The results of the study using three usability techniques show the internet banking website BRI has fulfilled the needs of users will be effectiveness but still experience usability problems on efficiency and user satisfaction so that the improvement to cover the shortfall. The result of improved user interface shows a significant increase in usability points that become the weakness of the website.  Keywords: Usability, User Interface, BRI, Think-Aloud, Perfomance-Measurement, Questionaires.
Penerapan Arima Dan Artificial Neural Network Untuk Prediksi Penderita DBD Di Kabupaten Sragen Hendra Setiawan; Ema Utami; Hanif Al Fatta
Majalah Ilmiah Bahari Jogja Vol 18 No 2 (2020): Juli
Publisher : Sekolah Tinggi Maritim Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33489/mibj.v18i2.220

Abstract

The number of DHF patients in Sragen regency in the last few years continued to increase which was then compounded by seasonal changes. The lack of public awareness of the problem of DHF was caused by ignorance of the public on the dangers of DHF and its spread. Based on existing research, DHF distribution patterns were also influenced by environmental factors such as population movement patterns that were influenced by how well the existing transportation systems and facilities. Based on this fact, the author tries to apply several methods of forecasting the number of DHF sufferers to see whether there is a real influence between how good the transportation system is with the number of DHF sufferers and increase the level of public awareness and facilitate parties who need data on the spread of DHF sufferers in Sragen Regency in the period of required period. The models used in this study are ARIMA, Backpropagation, and Point Estimation models. The prediction process was done by dividing the forecasting process into two based on the dataset used, namely the dataset from 2013 to 2106 for complete data and the dataset from 2010 to 2016 for incomplete datasets due to missing or damaged data. The data used as a dataset were data taken from data on the number of patients in Sragen regency. The forecasting process in this study was carried out by forecasting using the ARIMA and LSTM methods on two prepared datasets.
Co-Authors AA Sudharmawan, AA Aam Shodiqul Munir Abidarin Rosidi Abidarin Rosidi Abidarin Rosidi Abidarin Rosidi Abidarin Rosidi Agam Saka Jati Agus Susilo Nugroho Agustin, Tinuk Ahmad Hajar Alva Hendi Muhammad Alvhinia Meinda Amitaba Anas, Syukron Andi Sunyoto Anggie Ariawan Dewa Putra Anggit Dwi Hartanto Anggraini, Resti Kusuma Annas Al Amin Arief Setyanto Bambang Soedijono Bambang Soedijono W A Bambang Soedijono, Bambang Barnea, Samson Barnea, Samson Bayu Setiaji Bety Wulan Sari Chan Uswatun Khasanah Chriscel Novian Christian Budi Andrianto, Christian Budi Constantin Menteng Darmanto, Darmanto Dewa Saksana, Jidan Dhana Aulia Ayu Kurniawan Dimas Setiawan Donni Prabowo Dwi Sari Widyowaty Ema Utami Eri Sasmita Susanto Faisal Reza Pradhana Fajar Dwi Insani Fandli Supandi Fatimah Nur Arifah Fauji Maulana Ramlan, Fauji Maulana Firstyani Imannisa Rahma Fitriana, Frizka Gori, Takhamo Hadi Sucipto Hafidh Rezha Maulana Hari Agung Budi Santoso Hasan, Nur Fitrianingsih Hendra Kurniawan HENDRA SETIAWAN Hery Maryanto Hidayat Hidayat I Gede Ngurah Arya Indrayasa I Gede Ngurah Arya Indrayasa I Gede Ngurah Arya Indrayasa Imam Adi Nata Khairullah Khairullah Kristama, El Johan Kurniasari, Iin Kusrini Kusrini, K M Suyanto M Suyanto M Suyanto M. Imam Budi Laksamana M. Imam Budi Laksamana M. Nuraminudin M. Suyanto M. Suyanto M. Suyanto M. Suyanto, M. Made Ayu Dusea Widyadara - Universitas Nusantara Kediri, Made Ayu Dusea Widyadara Maksom, Zulisman Moch Ali Machmudi Moh Taufik H Mohammad Suyanto Muhammad Resa Arif Yudianto Muhammad Surahmanto Mutiara Dwi Anggraini NABILA OPER Noor Abdul Haris Noto Narwanto Nugroho Setio Wibowo Nugroho, Rakhmat Prasetyo Agung Nur Khasan Nurmasani, Atik Olivia Maria Inacio Tavares Pamungkas, Prima Giri Pradipta, Dody Purwidiantoro, Moch. Hari Purwoko, Agus Raditya Maulana Anuraga Rahman, Aulia Tegar Rakhma Shafrida Kurnia Risa Helilintar Riska Dwi Handayani Rizki Mawan Safagi, Ardian Yuligar Saifudin, Saifudin Saputra, Artha Gilang Saputra, Artha Gilang Setia Wardani Setiawan, Hendi Siti Rihastuti Sofyan Pariyasto Sri Lestari Rahayu Sri Ngudi Wahyuni Sri Sumarlinda Sugihandono, Agus Sutanto, Yudi Suyanto, M Suyanto, M Teguh Cahyono Tigus Juni Betri Tika Dedy Prastyo Tri Nugroho, Arief Tukan, Ewaldus Ambrosius Turah Suhono Tutik Maryana Wahyu Sindu Prasetya Widiyanto, Wahyu Wijaya Wijaya, Tri Amri Wing Wahyu Winarno Wira Dimuksa Wiwi Widayani Yetman Erwadi Yulia Rahmi Yuliana Yuliana Yusuf Fadlila Rachman Zakaria, Mohd Hafiz Zul Hisyam