Jurnal Dinamika Informatika (JDI)
Enterprise Systems (ES) Enterprise Resource Planning Business Process Management Customer Relationship Management Marketing Analytics System Dynamics E-business and e-Commerce Marketing Analytics Supply Chain Management and Logistics Business Analytics and Knowledge Discovery Production Management Task Analysis Process Mining Discrete Event Simulation Service Science and Innovation Innovation in the Digital Economy Information Systems Management (ISM) Software Engineering Software Design Pattern System Analysis and Design Software Quality Assurance Green Technology Strategies Strategic Information Systems IT Governance and Audits E-Government IT Service Management IT Project Management Information System Development Research Methods of Information Systems Adoption and Diffusion of Information Technology Health Information Systems and Technology Accounting Information Systems Human Behavior in Information System Social Technical Issues and Social Inclusion Domestication of Information Technology ICTs and Sustainable Development Information System in developing countries Software metric and cost estimation IT/IS audit IT Risk and Management Data Acquisition and Information Dissemination (DAID) Open Data Social Media Knowledge Management Social Networks Big Data Web Services Database Management Systems Semantics Web and Linked Data Visualization Information Social Information Systems Social Informatics Spatial Informatics Systems Geographical Information Systems Data Engineering and Business Intelligence (DEBI) Business Intelligence Data Mining Intelligent Systems Artificial Intelligence Autonomous Agents Intelligent Agents Multi-Agent Systems Expert Systems Pattern Recognition Machine Learning Soft Computing Optimization Forecasting Meta-Heuristics Computational Intelligence Decision Support Systems IT Infrastructure and Security (ITIS) Information Security and Privacy Digital Forensics Network Security Cryptography Cloud and Virtualization Emerging Technologies Computer Vision and Image Ethics in Information Systems Human Computer Interaction Wireless Sensor Networks Medical Image Analysis Internet of Things Mobile and Pervasive Computing Real-time Systems and Embedded Systems Parallel and Distributed Systems
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<![CDATA[Analisis Faktor Kesulitan Mahasiswa Dalam Menyelesaikan Nilai Gagal Menggunakan Metode Algoritma C4.5 ]]>
<![CDATA[ELa Roza Batubara]]>;
<![CDATA[Zakarias Situmorang]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[The purpose of this study was to determine the most dominant factor in students' difficulties in completing failed grades. In this study, researchers used Data Mining techniques using the C4.5 algorithm. Sources of research data used were obtained from interviews and giving questionnaires to students at random in the AMIK Tunas Bangsa Pematangsiantar environment. The research variables used are the costs incurred (C1), time taken (C2), motivation to try to work (C3), student awareness (C4), and information obtained (C5). In this study, the alternative used as a sample was AMIK Tunas Bangsa students, sixth semester. The results of the classification using the C4.5 algorithm and testing with rapidminer software found that the most dominant factor in the difficulty of students completing the failed score was the cost incurred (C1) with a gain value of 0.15577244.]]>
<![CDATA[Pemanfaatan SIG untuk Mengurangi Risiko Bencana Banjir di Kota Bandar Lampung ]]>
<![CDATA[Trisya Septiana]]>;
<![CDATA[mona arif muda]]>;
<![CDATA[meizano ardhi muhammad]]>;
<![CDATA[deny budiyanto]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Advances in technology in the field of information and communication can be used to optimize disaster management and mitigation, one of which is the development of geographic information systems. This system provides convenience in conveying information and solving problems related to the earth's surface, especially disaster mitigation data regarding flood-prone areas so that they can be handled early. Flood disaster is a natural disaster that always occurs in many cities on different scales where the water with an excessive amount of discharge is in the dry lowlands. where according to data from the Regional Disaster Management Agency (BPBD) there are several areas that are disaster-prone points, especially in the city of Bandar Lampung which is taken from natural disaster data that often occurs in the last few years including Teluk Betung Selatan, Teluk Betung Timur, Kedamaian, Rajabasa, Sukarame, Sukabumi and Bumiwaras. To minimize the impact of this flood disaster by providing mapping of flood-prone areas that can be used for planning, controlling and early response. Geographic Information System (GIS) is an alternative in mapping flood-prone areas for a wide area coverage in a relatively short time. Flood risk mapping consists of spatial data components and attributes which are then visualized using WebGIS]]>
<![CDATA[SISTEM INFORMASI PROFIL SEKOLAH MENGGUNAKAN FRAMEWORK CODEIGNITHER ]]>
<![CDATA[Fatkhurrochman Fatkhurrochman]]>;
<![CDATA[sri Waluyo]]>;
<![CDATA[Wahyu Priyoatmoko]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[The development of information technology requires the world of education to move towards the digital era in conveying various information. With the development of information technology, information can be accessed quickly and in real time. Website is one of the media information systems to convey information to the public via the internet quickly and easily. Madrasah profile information system development is needed to convey information to the public. The method used in developing information systems is the waterfall method because this method has components and sequences that are organized and systematic. So that in the process of developing information systems it is easier to monitor and control. While in the analysis of the design of information systems using Unified Modeling Language (UML). Ibtidaiyah Madrasah profile information system developed with the PHP programming language using the Codeigniter framework.]]>
<![CDATA[RANCANG BANGUN SISTEM INFORMASI RAWAT INAP BERBASIS WEB ( STUDI KASUS PADA PUSKESMAS PITURUH ) ]]>
<![CDATA[Dwiky Qurniawan]]>;
<![CDATA[Rianto Rianto]]>;
<![CDATA[Wibawa wibawa]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Puskesmas Pituruh merupakan salah satu Puskesmas yang memberikan pelayanan rawat inap. Puskesmas sendiri memiliki 16 kamar, antara lain 3 kamar nivas, 3 kamar anak, 9 kamar dewasa dan 1 ruang isolasi. Terdapat kendala dalam proses bisnis selama ini yaitu tidak adanya informasi digital tentang kamar, proses manual masih digunakan untuk menyelesaikan administrasi pendaftaran, dan perhitungan biaya pembayaran masih dilakukan secara manual serta pelaporan pada pihak kepala puskesmas masih menggunakan laporan tertulis yang ada di bagian administrasi. Berdasarkan permasalahan tersebut, Puskesmas Pituruh membutuhkan sistem informasi rawat inap untuk mengurangi waktu yang dibutuhkan untuk mencari ketersediaan kamar kosong, mempercepat perhitungan pembayaran yang dilakukan admisi, dan memberikan laporan rinci kepada kepala puskesmas. Hasil dari penelitian ini adalah sistem informasi rawat inap berbasis web yang dapat menampilkan kamar kosong, mempercepat pendaftaran, mempercepat perhitungan biaya rawat inap, mengurangi kemungkinan kesalahan dalam proses perhitungan, dan menghasilkan laporan rinci kepada Kepala Puskesmas.]]>
<![CDATA[Aplikasi Digital History Sebagai Sumber Belajar Untuk Meningkatkan Kompetensi Sejarah Perjuangan Bangsa Di SMP Kelas IX ]]>
<![CDATA[Muhammad Fairuzabadi]]>;
<![CDATA[Cahyo Putro Wardoyo]]>;
<![CDATA[Puji Handayani Putri]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Abstrak Sejarah berperan sebagai sumber pengetahuan kita, menggambarkan sesuatu peristiwa ataupun peristiwa yang terjadi di masa lalu. Dengan mempelajari sejarah manusia pada generasi selanjutnya, bisa mengganti peristiwa masa lalu jadi pelajaran serta pengalaman buat membuat kehidupan masa depan jadi lebih baik. Namun pada realitasnya banyak anak-anak muda yang kurang berminat dalam belajar sejarah. Banyak orang yakin kalau belajar sejarah berarti menghafal nama ataupun tanggal terjadinya sejarah, serta mata pelajaran ini dianggap terlalu serius. Perihal inilah yang membuat sebagian besar siswa tidak suka belajar sejarah. Dalam penelitian ini, penulis merancang dan membuat aplikasi digital history yaitu aplikasi pembelajaran sejarah perjuangan bangsa Indonesia untuk kelas IX SMP. Aplikasi ini digunakan oleh 3 pengguna yaitu admin, siswa dan guru. Aplikasi ini digunakan oleh 3 pengguna ialah admin, siswa serta guru. Aplikasi berbasis web dengan menggunakan Bahasa pemrograman PHP serta database MySql. Hasil pengujian sistem aplikasi yang sudah dicoba di SMP Muhammadiyah 1 Kalibawang, yang terbagi kedalam beberapa poin yaitu: hasil kepuasan pengguna, minat pengguna, kualitas informasi, dan kualitas sistem informasi, menunjukkan sebagian responden setuju atau puas dengan aplikasi digital history ini.]]>
<![CDATA[Sistem Informasi Objek Wisata Alam Kabupaten Maros Menggunakan Algoritma Dijkstra dalam Menentukan Jalur Terdekat ]]>
<![CDATA[Sukirman Nonci]]>;
<![CDATA[Syarifuddin Baco]]>;
<![CDATA[Rizal Syarifuddin]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Sistem informasi dapat menggabungkan data dan menyebarkan informasi, buat satu entitas. Daya tarik wisata adalah representasi yang diciptakan oleh manusia, cara hidup, kreasi, budaya, dan sejarah negara.Kebudayaan dikenal dengan berbagai objek wisata alam di Kabupaten Maros, mulai dari pegunungan, pantai serta kebudayaan lainnya. Selama pandemi Covid-19, kurang didatangi oleh pengunjung sehingga berdampak pada pendapatan daerah, begitu pun masyarakat yang berada disekitar wisata alam, serta sulit diakses oleh pengunjung karena tidak diketahui keberadaan objek wisatanya. Melalui sistem informasi ini sehingga wisatawan dapat mengetahui informasi mengenai objek wisata yang berada di Kabupaten Maros dan lebih mudah menemukan jalur terdekat dengan tujuan menggunakan Algoritma Dijkstra pada graf berarah.]]>
<![CDATA[Metode C4.5 Dan Naive Bayes Untuk Klasifikasi Kesehatan Mental Karyawan Di Tempat Kerja ]]>
<![CDATA[Meilany Nonsi Tentua]]>;
<![CDATA[Vicky Fidiantoro]]>;
<![CDATA[Pradana Feri Ariyanto]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Mental health is an important thing that we must always pay attention to. Because mental health is closely related to the health condition of our bodies. Many factors can affect our mental health at work. Examples are starting from salary issues, an environment that feels uncomfortable, and work colleagues. That way, your mental health can be affected. In this study, the C4.5 and Naïve Bayes Algorithm methods were used to classify the health of employees in their work environment. Data obtained from Kaggle which consists of 1259 records with 28 fields and has been converted into 15 fields. In this study, calculations were carried out using the Microsoft Excel formula to determine the C4.5 and Naive Bayes algorithms.]]>
<![CDATA[Sistem deteksi kemiripan judul skripsi dengan metode term weight dan word embedding ]]>
<![CDATA[Selma Maharani]]>;
<![CDATA[Firdiyan Syah]]>;
<![CDATA[Nurirwan Saputra]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[The problem of plagiarism in education is ethics in writing [1]. Plagiarism is an act of taking ideas or words from abstracts, research proposals, whether published or not, whether printed or electronic [2]. A system for determining the level of similarity of student thesis titles is needed. Term Weight and Word Embedding methods and PHP programming, MySQL database for web-based Yogyakarta PGRI University. The object of this research is the thesis title as the independent variable and the title similarity level as the dependent variable. The results of the program display test showed that 27% of the respondents answered that it was very interesting, 60% of the respondents answered that it was interesting, and 13% said that it was not very interesting. The trial results regarding the ease of using the program obtained 50% of respondents answered very easily, 40% of respondents answered it was easy, and 10% of respondents answered it was not easy. The test results regarding program performance obtained the following data: 23% of respondents answered very well, 67% of respondents answered good, and 10% of respondents answered not very well. The trial results regarding the benefits of the program for users showed that 54% of respondents answered that it was very useful, 43% of respondents answered that it was useful, and 13% of respondents answered that it was not very useful.]]>
<![CDATA[Penerapan Algoritma Decision Tree Untuk Memprediksi Kanker Payudara menggunakan Data Mining dan Machine Learning ]]>
<![CDATA[ismail setiawan]]>;
<![CDATA[Erna Kumalasari Nurnawati]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Kanker payudara menjadi pembunuh nomor 1 dunia bahkan di Indonesia. Penangan penyakit ini umumnya dilakukan setelah penderita memasuki tahap kanker yang sudah lama bersemayam dalam tubuh. Penelitian ini mencoba untuk membuat model prediksi kanker payudara yang akurasinya diatas 99%. Harapannya adalah dengan model tersebut pendeteksian dini kanker payudara dapat dilakukan dengan diagosa yang sangat akurat. Sehingga membantu dokter atau fasilitas Kesehatan memberikan penangan sedini mungkian agar kanker payudara tidak berkembang. Model yang dikomparasikan adalah algoritma decision tree yaitu ID3, CART dan C4.5. Pengunaan pruning dan pre-pruning dilakukan untuk melihat akurasi model yang dibangun, hasilnya 98,25% didapat pada algoritma ID3 dan CART baik menggunakan atau tidak menggunakan pruning dan pre-pruning. Masih belum tercapai nilai akurasi 99%, kendala ini mungkin karena beberapa parameter yang belum ditemukan nilai yang pas.]]>
<![CDATA[Analisis Kesadaran Mahasiswa Yogyakarta Tentang Phishing Pada Online Banking ]]>
<![CDATA[Lukman Wijaya]]>;
<![CDATA[Erna Kumalasari Nurnawati]]>
<![CDATA[ Jurnal Dinamika Informatika Vol 11 No 2 (2022): Jurnal Dinamika Informatika Vol.11 No.2 ]]>
Publisher : <![CDATA[Universitas PGRI Yogyakarta ]]>
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<![CDATA[Abstract Phishing is a form of semantic attack and is sometimes called with online identity theft, which aims to steal sensitive data such as usernames, passwords, and online banking details from its victims. In this study, we tried to measure the level of awareness of students in Yogyakarta about phishing crimes in online banking by using a quantitative descriptive method in which Google forms and interviews were used to collect data from students in Yogyakarta with 11 questions using both Google forms and interviews. With the results of this study, 77% of the total 40 Google Forms participants said they knew or really knew and 7 out of 10 interview participants said they understood. So it can be concluded that most students in Yogyakarta already know and understand what things can be done to avoid phishing in online banking. However, it is necessary to increase the level of student awareness of the security of their accounts. Keywords - Phishing, online banking, security, students]]>
