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Analisis Faktor Identification, Shared Language, dan Shared Vision Untuk Penerapan Knowledge Management System Untuk Mahasiswa Perguruan Tinggi di Indonesia Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 1 (2025): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i1.7906

Abstract

This study aims to analyze the factors influencing Knowledge Sharing in the implementation of the Knowledge Management System (KMS) among university students. The three main variables examined are identification, shared language, and shared vision. Data were collected through online surveys and questionnaire distribution to students from various universities in Indonesia. A total of 420 questionnaires were distributed, and after validation, 400 questionnaires were used for analysis. Data analysis was conducted using SmartPLS version 3.2.7 with the Structural Equation Modeling (SEM) approach. The study results indicate that shared language has a significant influence on knowledge sharing, while identification shows a near-significant effect. Conversely, shared vision does not have a significant impact on knowledge sharing. The validity and reliability values confirm that all variables strongly contribute to the research model. The research implications suggest that a common language understanding plays a crucial role in enhancing knowledge sharing within academic environments
Analisis Faktor Explicit Knowledge dan Tacit Knowledge Untuk Penerapan Human Capital Management System Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 1 (2025): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i1.7908

Abstract

In the era of a knowledge-based economy, Human Capital Management System (HCMS) has become increasingly important, particularly in the context of higher education. This study aims to analyze the influence of tacit knowledge sharing and explicit knowledge sharing on the human capital of university students. A quantitative approach was used by collecting data from 430 students through an online survey, with 420 valid responses analyzed using the Structural Equation Modeling (SEM) method. The results indicate that tacit knowledge sharing has a more significant impact on Human Capital than explicit knowledge sharing, with a t-statistics value of 6.777 and a P-Value of 0.000, demonstrating a strong and significant relationship. Meanwhile, the relationship between explicit knowledge sharing and human capital showed a t-statistics value of 1.777 with a p-value of 0.076, which remains within the hypothesis acceptance threshold but is less dominant. The implications of this study suggest that universities should design HCMS strategies that focus more on strengthening tacit knowledge sharing, such as mentoring, group discussions, and experiential learning programs. Additionally, technology-based learning management systems remain essential for documenting and distributing explicit knowledge.
Pemodelan Jaringan Komputer Berbasis LAN dan WLAN di Perusahaan Ekspedisi Menggunakan Metodologi PPDIOO Zone Tryando Gemenio Brahmana; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 2 (2025): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i2.8303

Abstract

Network models are the primary infrastructure supporting smooth operations, ranging from managing shipment data to inter-branch communication and real-time package tracking. With an optimally designed network, companies can maintain stable connections between devices and systems, accelerate information processing, and enhance responsiveness to customer needs. This study aims to develop and optimize the LAN (Local Area Network) and WLAN (Wireless Local Area Network) at PT APZ using the PPDIOO (Prepare, Plan, Design, Implement, Operate, Optimize) method adapted from Cisco’s approach. Considering the limitations in adding network devices, the study designs an efficient and reliable network using hardware such as the ASUS RT-AC68U router, Procurve Switch 1800-24g, Engenius EAP300 wireless devices, and Vascolink UTP (Unshielded Twisted Pair) CAT 6 cables. Network simulation and design were conducted using Cisco Packet Tracer version 8.2.2 on a system powered by an Intel Core i3-6006U processor with 8 GB of RAM (Random Access Memory) and Windows 10 Pro 64-bit operating system. Test results showed a significant improvement in network performance, with a download speed of 33.82 Mbps, upload speed of 33.38 Mbps, and a low ping response time of 7 ms, indicating a stable network operation.
Pengembangan Sistem Monitoring dan Pelaporan Distribusi Barang Menggunakan Metodologi Waterfall dan Blackbox (Studi Kasus: PT. Mitra Mega Sinergi) Jeli Sukaramah Zai; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 2 (2025): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i2.8628

Abstract

The digitalization era demands structured management of goods distribution data to improve performance and company competitiveness. This research aimed to develop a goods distribution data management system at PT. Mitra Mega Sinergi. By adopting the waterfall methodology, which consisted of a literature study followed by analysis and design of a web-based application, application implementation, blackbox testing to ensure functionality, and report writing as documentation of the system development results. The case study conducted at PT. Mitra Mega Sinergi identified issues in data distribution management, including data inaccuracies, tracking difficulties, and slow decision-making. Based on the research findings, the system consisted of a database to record user data, goods, and distribution processes. The goods class recorded the stock of goods, while the distribution class managed shipment transactions, including the user, the shipped goods, the destination, and the transaction time. The final report of this system consisted of reports such as the name of the goods, item code, type, unit, available stock, and stock in the warehouse, which were used to identify and monitor the availability of goods.
Aplikasi NotaryReq Untuk Manajemen Data Layanan Notaris Menggunakan Metodologi Prototyping Muhtar Muhtar; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 2 (2025): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i2.8634

Abstract

This research aimed to develop a web-based data management application for notary/PPAT administration at the Notary and PPAT Office of H. Arief Afdal, SH, M.Kn., located in South Jakarta. The software engineering approach used in this study was the prototyping method, where system development was conducted iteratively based on direct user feedback. The research took place from April to June 2024. The system design utilized Unified Modeling Language (UML) with the help of Modelio version 4.1 software. The application was developed using PHP for the backend, JavaScript for the frontend, along with Visual Studio Code and Laragon as the development environment. The developed notary/PPAT data management application included various features with actors such as clients, notary staff, financial staff, and administrators. Clients could submit, verify, and manage request data and payments, while notary staff were responsible for verifying requests, managing various administrative books such as the ledger, land books, and legalization books, as well as monitoring audit logs. Financial staff verified payment data, and administrators had full access to manage all request data, payments, and other administrative books, ensuring data accuracy and monitoring transparency through audit log features.
Integrasi Modul Fitur Untuk Manajemen Daya Listrik Pada Sistem Informasi Keuangan (SIK) Nur Fahrurozi; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 2 (2025): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i2.8650

Abstract

This study aimed to develop a web-based application module to monitor electricity consumption on network devices at PT. LinkNet, an internet service provider. The main issue faced was internet service disruptions caused by the depletion of electricity credit on prepaid meters, which could result in network devices losing power. To address this, a prepaid electricity monitoring module was developed to estimate the time until the credit runs out and prevent service disruptions. The methodology used in this research was the waterfall software development model, which included stages such as literature review, problem identification, data collection, application design and testing, and reporting the test results. The results indicated that the application helped users monitor electricity consumption in real-time, display the estimated time until the electricity credit expired, and provide downloadable usage reports. The application could be used for electricity management and minimizing the potential for internet service disruptions caused by electricity usage management issues.
Aplikasi Dashboard Untuk Monitoring Lokasi dan Pengguna Parkir Berbasis Konsep MVC Abd Rahman; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 2 (2025): Juni
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i2.8670

Abstract

The research aimed to develop a web-based parking dashboard application capable of integrating transaction data, membership management, parking slot monitoring, and real-time income reporting. The study was conducted at two parking management locations of PT. Oxient Konsultan Indonesia, namely True-Blue Hotel Cikini (Jakarta) and Intermark BSD (Tangerang). The research lasted for six months, from September to February 2025, with stages including literature study, application requirements analysis, application design, code development, testing, and reporting. The application was developed using CodeIgniter 4 for application structure management, Bootstrap 5 for the user interface design, MySQL with phpMyAdmin for database management, and Chart.js for data visualization. Development was carried out in Visual Studio Code with XAMPP as the local server, using hardware with an Intel Core i5-1135G7 processor and 16 GB RAM. Based on the research findings, the parking management dashboard application featured login options for admins and operators, as well as membership and transaction management. Admins could add new members, while operators were only able to input vehicle entry and exit transactions. The application provided daily reports and a statistical dashboard to display vehicle and income summaries.
Model Implementasi Firewall MikroTik dalam Pengelolaan Trafik dan Keamanan Jaringan Abraham Cornelius Dachi; Handrie Noprisson
JSAI (Journal Scientific and Applied Informatics) Vol 8 No 3 (2025): November
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v8i3.9777

Abstract

This study aims to analyze the role of firewall implementation on MikroTik RouterOS in improving network security and traffic management at CV. Prima Dinamika Mandiri. The company’s network infrastructure consists of an internet service provider router (ISP router), a MikroTik router functioning as the main firewall and gateway, network switches for LAN distribution, multiple access points across work areas, client devices such as laptops, PCs, and servers, as well as shared printers in each office room. The firewall was implemented through several configurations, including filtering rules, brute-force protection, Layer 7 filtering, Network Address Translation (NAT), and Quality of Service (QoS), with the objective of minimizing security threats and optimizing network traffic distribution. The evaluation results demonstrate a significant improvement in network performance, as indicated by the increase in throughput from 90 Mbps to 105 Mbps, the reduction of latency from 20 ms to 15 ms, and the decrease in packet loss from 3% to 0.5%. These findings confirm that the implementation of a MikroTik-based firewall enhances network security, stability, and reliability in supporting the company’s operational activities. Further development opportunities include the integration of Intrusion Detection and Prevention Systems (IDS/IPS) and VLAN segmentation.
Analisis Algoritma LSTM Untuk Klasifikasi Opini Terhadap Perkembangan Perkebunan Kelapa Sawit di Indonesia Hadiguna Setiawan; Handrie Noprisson; Abraham Cornelius Dachi; Ilim Hilimudin
JSAI (Journal Scientific and Applied Informatics) Vol 9 No 1 (2026): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v9i1.10007

Abstract

This study aims to analyze public opinion on the development of oil palm plantations in Indonesia through sentiment classification using the Long Short-Term Memory (LSTM) algorithm. The data used in this study were taken from Twitter by collecting 750 tweets consisting of three sentiment categories: positive, negative, and neutral. The pre-processing stage includes filtering, tokenization, stemming, and word-embedding to prepare the data for further analysis. The LSTM model was applied to classify the sentiment of the processed tweets, and evaluated using accuracy, precision, recall, and F1-score metrics. The evaluation results showed that the LSTM model produced an accuracy of 70.81%, with precision, recall, and F1-score varying between classes, namely 0.92, 0.71, and 0.80 for the negative class, 0.48, 0.63, and 0.55 for the neutral class, and 0.77, 0.77, and 0.77 for the positive class. This study shows that LSTM can be used to analyze public opinion on the issue of oil palm plantations, despite challenges in classifying neutral tweets.
Penerapan ResNet50 untuk Klasifikasi Citra Buah Kelapa Sawit Berdasarkan Tingkat Kematangan Hadiguna Setiawan; Handrie Noprisson; Abraham Cornelius Dachi; Ilim Hilimudin
JSAI (Journal Scientific and Applied Informatics) Vol 9 No 1 (2026): Januari
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v9i1.10009

Abstract

Manual ripeness assessment still has limitations as it is subjective and highly dependent on human expertise. Therefore, this study aims to apply a deep learning approach based on the ResNet50 architecture to classify oil palm fruit ripeness into three categories, namely unripe, ripe, and overripe. The dataset used in this study consists of 1,350 RGB images of oil palm fruits, which are divided into training, validation, and testing sets with a ratio of 70:10:20. All images are preprocessed by resizing them to 224 × 224 pixels and normalizing pixel values, while data augmentation is applied to the training set to improve model generalization. A pre-trained ResNet50 model on the ImageNet dataset is employed as a feature extractor and trained using the Adam optimizer with a learning rate of 1 × 10⁻⁴ for 50 epochs. Experimental results show that the model achieves an accuracy of 89.7% on the training data and 84.1% on the validation data. Evaluation on the testing data yields an accuracy of 84.07%, with average precision, recall, and F1-score values of 84.71%, 84.07%, and 84.32%, respectively. These results indicate that the proposed ResNet50-based model demonstrates good and stable performance in classifying oil palm fruit ripeness levels.