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Perancangan Aplikasi Monitoring Magang Untuk Mendukung Peningkatan Kualitas Pengalaman Bekerja Bagi Mahasiswa Handrie Noprisson
INTECOMS: Journal of Information Technology and Computer Science Vol 5 No 2 (2022): INTECOMS: Journal of Information Technology and Computer Science
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/intecoms.v5i2.4925

Abstract

Kegiatan kerja praktik atau magang (internship) adalah kesempatan untuk memperoleh pengalaman terkait pekerjaan dan menerapkan pengetahuan mereka di lingkungan kerja professional bagi mahasiswa. Penelitian bertujuan untuk mengembangkan model aplikasi monitoring magang. Penelitian ini menggunakan atau mengadaptasi metode User-centered design dengan lokasi penelitian dilakukan di mahasiswa di Universitas Mercu Buana dan Stikhafi Academy. Dalam konteks pengembangan aplikasi monitoring magang, UCD mewakili proses sistematis yang merupakan kunci untuk memastikan aplikasi tetap berfokus pada pengguna yaitu dosen, mahasiswa dan administrator. Sebagai hasil aplikasi monitoring magang mahasiswa di perguruan tinggi mencakup manajemen pengguna, mana-jemen bimbingan, manajemen laporan magang, manajemen kegiatan, ma-najemen penilaian dan manajemen evaluasi kegiatan dengan pengguna antara lain mahasiswa, dosen dan administrator. Kata Kunci: magang, aplikasi, user-centered design, UML
Deteksi Kerusakan Jalur Rel Kereta Api Menggunakan CLAHE-KNN (CLAHE K–Nearest Neighbour) Handrie Noprisson; Vina Ayumi
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 2 (2023): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i2.5535

Abstract

This research is part of the development of the system, which aims to detect damage to railway tracks using the CLAHE-KNN model. This study aims to detect railway damage using the CLAHE-K-NN method and determine the effect of CLAHE on the K-Nearest Neighbor algorithm for railway damage detection. CLAHE is defined by Block Size (BS) and Clip Limit (CL). The dataset used in this study was railway imagery totaling 384 data. Based on the KNN method's experimental results, this method obtained an accuracy of 65.62%. In addition, the experimental results using KNN with CLAHE optimization get better accuracy by using clipLimit = 4.0 and tileGridSize = (4.8), which is 66.67%.
PENGGUNAAN MICROSOFT EXCEL UNTUK PEMBUATAN LAPORAN KEUANGAN BAGI USAHA KECIL DAN MENENGAH DI JAKARTA BARAT Vina Ayumi; Handrie Noprisson
JPMTT (Jurnal Pengabdian Masyarakat Teknologi Terbarukan) Vol. 2 No. 1 (2022): April
Publisher : Lembaga Penelitian Pengabdian Masyarakat Penerbitan dan Percetakan Indonesian Scholar Khiar Wafi (LPPMPP IKHAFI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54650/jpmtt.v2i1.456

Abstract

Perkembangan UKM tidak lepas dari peran dari ketersediaan pelaku usaha yang melakukan aktifitas belajar berkelanjutan. DKI Jakarta memiliki ketersediaan lembaga belajar untuk UKM yang cukup. Untuk mendukung perkembangan kualitas dari UKM perlu dilakukan dalam pelatihan-pelatihan pengetahuan baru. Salah satu keahlian yang harus dimiliki saat ini adalah keahlian dalam menggunakan Microsoft Excel. Pemanfaatan Microsoft Excel dalam dunia pendidikan telah banyak diaplikasi dalam setiap kegiatan akademik. Sebagai solusi dari permasalahan yang telah diuraikan diatas, maka akan dilakukan pelatihan Penggunaan Microsoft Excel Untuk Pembuatan Laporan Keuangan Bagi Usaha Kecil Dan Menengah Di Jakarta Barat dengan menggunakan metode problem-based learning (PBL). Kata Kunci: Microsoft Excel; Problem-Based Learning; Jakarta Barat
PENGENALAN DASAR FITUR MS. POWER POINT 2010 SEBAGAI MEDIA PENGAJARAN INTERAKTIF BAGI GURU SD NEGERI BEKASI Vina Ayumi; Handrie Noprisson
JPMTT (Jurnal Pengabdian Masyarakat Teknologi Terbarukan) Vol. 2 No. 2 (2022): Oktober
Publisher : Lembaga Penelitian Pengabdian Masyarakat Penerbitan dan Percetakan Indonesian Scholar Khiar Wafi (LPPMPP IKHAFI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54650/jpmtt.v2i2.480

Abstract

Salah satu cara untuk meningkatkan Mutu Pendidikan dan relevansi pendidikan adalah dengan memberikan keahlian tambahan kepada tenaga pendidik dan tenaga pengajar seperti keahlian dalam bidang teknologi dasar. Teknologi ini dapat berupa keterampilan dalam menggunakan perangkat lunak yang umum digunakan untuk mendukung proses belajar mengajar. Sebagai solusi dari permasalahan yang telah diuraikan diatas, maka akan dilakukan pelatihan Pengenalan Dasar Fitur Ms. Power Point 2010 Sebagai Media Pengajaran Interaktif Bagi Guru SD Kabupaten Bekasi. Metode pengajaran dalam pelatihan akan menggunakan metode Cooperative Integrated Reading and Composition (CIRC). Kata Kunci : Bekasi; Teknologi Pendidikan; Cooperative Integrated Reading and Composition
Sistem Penjadwalan Pelayanan Perbaikan Komputer Menggunakan Algoritma Round Robin Umniy Salamah; Vincentius Krisna Aditya; Yuwan Jumaryadi; Vina Ayumi; Handrie Noprisson
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 2 (2023): RESOLUSI November 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/resolusi.v4i1.1294

Abstract

Computer devices do not always function properly. There are times when the device is damaged, and the user of the device will try to repair it by going to a service center or computer repair shop. Of course, in this case, the user will lose time and energy. Therefore, the design of a mobile web-based computer device repair service application is needed because this application can make it easier for device users to order computer device repair services online according to our needs and can be accessed anywhere without time and place restrictions. The research was conducted using a descriptive method that attempts to describe objects as they are in reality. The aim of this research is to determine the status of the device being serviced. This application was created using the Web programming language PHP, HTML, CSS using a MySQL database. The research carried out was able to develop an information system that helps in ordering computer equipment repairs.
Implementasi Random Forest Untuk Klasifikasi Jenis Kendaraan dengan menggunakan Algoritma Gamma Correction Handrie Noprisson; Vina Ayumi
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 3 (2023): November
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i3.5900

Abstract

Traffic control systems can be a valuable tool for monitoring road traffic by counting and tracking vehicles in real time. This research is the initial research into the development of methods to improve the accuracy of vehicle detection and recognition. The purpose of the study was to analyze the performance of gamma correction and random forest performance to improve the accuracy of vehicle detection and recognition. Performance measures used in the study were confusion matrix, accuracy, precision, recall, F1-score. Based on experimental results, random forest with gamma=1.5 got the best accuracy of 85.00%, while random forest with gamma=0.5 got accuracy of 81.30%, random forest with gamma=1.0 got accuracy of 84.00%, random forest with gamma=2.0 got accuracy of 84.00%.
Enterprise 2.0: Identifikasi Faktor Pendorong Adopsi Teknologi Berdasarkan Dimensi Teknologi, Organisasi, Manusia dan Sosial Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 1 (2023): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i1.6085

Abstract

The challenge of implementing Enterprise 2.0 is the need for budget allocations that must be spent by companies to provide a competitive advantage in the long run. Therefore, several studies propose models of factors influencing the adoption of Enterprise 2.0 technologies. This study aims to answer several research questions about identifying factors driving technology adoption in Enterprise 2.0. The research was conducted with a systematic process to identify, evaluate and interpret all research sources related to the factors driving technology adoption in Enterprise 2.0 based on the database used in this research project is Google Scholar. Based on research data, several factors driving technology adoption in Enterprise 2.0, such as technology, organization, human and social. These factors are influenced by several approaches such as the TOE framework (Technology, Organizational, Environment), UTAUT (The Unified Theory of Acceptence and Use of Technology) and TOS (Technology, Organizational, and Social).
Identifikasi Model Faktor Kesuksesan Proyek Pengembangan Sistem Informasi Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 1 (2023): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i1.6086

Abstract

To facilitate the business needs of information systems development between software engineers and clients, perspectives on information systems processes and for software engineers are essential. Therefore, factors influencing project development to implement technology need to be identified and evaluated. This study aims to propose tentative theories about the determinants of success and principles in the development of information systems projects. The strategy in this systematic literature review is based on PRISMA’s flow chart which consists of four steps of identification, screening, feasibility, and selection of included data. The success factors of an information systems development project include people, projects, and organizations. These factors play an important role in determining the success of such projects. People, including project teams and leadership, are important to ensure effective communication, project team capabilities, and competencies. The project should have clear specifications and well-defined goals and objectives. The organization must be committed and involved throughout the project. In addition, factors related to the knowledge and expertise of the organization are also important for the success of the project. Overall, the success of an information systems development project depends on the collaboration and coordination of people, effective project management, and organizational support and involvement.
Evaluasi Dukungan Implementasi Sistem Informasi Untuk Pengembangan 6-Area Smart City Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 1 (2023): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i1.6087

Abstract

Information systems play an important role in supporting smart cities. Through this, the concept of information systems integrating information and communication technology (ICT) is implemented to improve efficiency, quality of life, and environmental sustainability. The study aims to find out research data on the use of systems in smart city development. This study used Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) as a guideline for conducting literature reviews. The selected research data is data published around 2011 to 2022 that is eligible based on data on the Google Scholar scientific database. From the article data analyzed, it is known that existing IS research to support smart cities is E-Business, E-Commerce, E-Government (E3) as many as 15 research data. The categories of E-Business, E-Commerce, E-Government (E3) are the core of smart cities that support urban activities in general. Furthermore, the System for Different Management Groups (MG) category was discussed as many as 13 research data. The System for Linking the Enterprise (LE) category is discussed by 3 studies. E-business supports smart cities by enabling efficient retail and delivery methods, increasing electronic participation, and facilitating safe energy trade whereas E-government can support smart cities by promoting services.
Model Extreme Gradient Boosting Berbasis Term Frequency (TFXGBoost) Untuk Klasifikasi Laporan Pengaduan Masyarakat Vina Ayumi; Desi Ramayanti; Handrie Noprisson; Yuwan Jumaryadi; Umniy Salamah
JSAI (Journal Scientific and Applied Informatics) Vol 6 No 1 (2023): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v6i1.6089

Abstract

Various algorithms and machine learning techniques are being applied to improve the efficiency and effectiveness of the process of automatically classifying complaint reports from the public in Indonesia. One machine learning algorithm that has recently gained benchmarks in the state of the art of various problems in machine learning is eXtreme Gradient Boosting (XGBoost). This study aims to develop an extreme gradient boosting model based on term frequency (TFXGBoost) to predict whether a text is classified as a complaint or not a complaint based on the data studied. Based on the experimental results, TFXGBoost achieved 92.79% accuracy with eta / learning rate hyperparameters of 0.5, gamma of 0, and max_depth of 3 and the computation time required to adjust the hyperparameters was 13870.012468 seconds.