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Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika
Published by Universitas Ibn Khaldun Bogor
ISSN : 26545535     EISSN : 26545519     DOI : 10.32832/inovatif
Core Subject : Science, Education,
Computer Science & IT Other
Perkembangan ilmu Bidang Teknologi Informasi dan Informatika sudah banyak memberikan manfaat bagi peningkatan efektifitas dan efisiensi dalam berbagai kegiatan berbagai bidang ilmu. Jurnal INOVA-TIF (Inovasi Teknologi Informasi dan Informatika) ialah jurnal yang berisi artikel-artikel ilmiah yang meliputi bidang keilmuan tersebut yang memiliki turunan dalam topik Sistem Informasi, Geo Informatika, Net Centric Computing, dan Rekayasa Perangkat lunak. Jurnal ini dikhususkan untuk mengedepankan teknologi terapan dalamnya. Diharapkan Jurnal INOVA-TIF dapat menjadi sebuah sarana diseminasi hasil penelitian yang berkaitan dengan bidang teknologi Infomasi dan Informatika.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 26 Documents
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Bottleneck Identification in Web Applications using Apache JMeter and Elastic Stack Suryaningrat, Anrie; Ramayanti, Desi; Dion Sakti, Arman
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v7i1.862

Abstract

As the complexity and user volume of web applications continue to grow, performance testing has become increasingly crucial to ensure seamless operation and reliability. This necessitates effective testing and bottleneck identification strategies. This research focuses on designing a schematic mechanism for identifying potential performance bottlenecks under extreme conditions through a series of server performance tests involving direct observation of server application and database activities at varying CPU frequencies. Performance testing employs a load testing model to assess server behavior and response when handling simulated sequences of activities from virtual visitors simultaneously filling out online employment forms in a relatively short period with a large number of users. The primary tools utilized are Apache JMeter as a load generator equipped with the JMeter Stepping Thread plugin. Elasticsearch serves as the repository database for sensor data collected by Beats agents deployed on both application and database servers, either directly or through Logstash. Kibana, a graphical tool, interprets data retrieved via Kibana Query Language (KQL) from Elasticsearch into visual dashboard representations, which are further analyzed to identify potential and actual performance bottlenecks.
Spare Part Warehouse Stock Inventory With Min-Max Method Foezi Arisandi Foezi; Nila Natalia; Aziz Abdullah
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

In the current technological era, data and inventory management have become very important, especially for spare part transaction data. CV. Razza Cipta Lestari, a company in the woodworking industry, faces issues with their manual inventory management system. This system tends to rely on intuition and experience to determine stock availability, which can result in unexpected stockouts or overstocking. To address this issue, the author suggests implementing the Min-Max method in spare part management. This method sets maximum and minimum inventory levels, aiming to reduce human error, prevent stockouts, and avoid overstocking. This research is specifically developed for CV. Razza Cipta Lestari, with the Min-Max method chosen for its effectiveness in maintaining smooth production. Based on trial results from two actual usage data of hydraulic oil and nails, the calculated stock levels ensure sufficient stock availability and prevent both stockouts and overstocking
A System For Monitoring Indoor Air Quality Based On The Internet Of Things Nurrohman, Aji; Berliyanto, Berliyanto; Wibisono, Sigit; Darma, Surya; Wibisono, Wibisono; Asrar, Leni Devera; Santoso, Triyono Budi
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v7i1.925

Abstract

In this era of rapidly evolving information technology, the need to monitor and manage indoor air quality is becoming increasingly important. Poor air quality can have a negative impact on human health and productivity. Therefore, this research aims to design and implement an Internet of Things (IoT)-based Indoor Air Quality Monitoring System. The proposed system uses sensors connected to the IoT network to measure air quality parameters, such as temperature, humidity, particle content, and certain gases. The data collected by these sensors will be sent in real-time to a server via an internet connection. The server will process the data and present it in a form that can be accessed through a web interface. The implementation of IoT allows for more efficient and accurate monitoring, and provides easy access to data remotely. Users can monitor indoor air quality through their mobile devices or personal computers. The use of IoT technology in this monitoring system is expected to increase responsibility and awareness of indoor air quality. The results of this research are expected to contribute to the development of innovative solutions to improve the health and comfort of indoor environments. The conclusion of this research includes evaluation of system performance, analysis of the data generated, as well as potential development and improvement for further research.
Website Based Knowledge Management System To Manage Staff Knowledge In The Testing Service Laboratory SEAMEO BIOTROP Syarif , Zulkarnaen Noor; Rachmawati, Fitria; Sakti , Rio Kuncoro; Wardianto, Adi Afrian; Hanif, Muhammad Akhtar
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v7i1.981

Abstract

To support the process of disseminating knowledge between staff in the SEAMEO BIOTROP Testing Laboratory environment, an appropriate knowledge management system is needed and its existence is highly expected by staff because knowledge, documents, SOPs, regulations and experience in the SEAMEO BIOTROP Testing Laboratory environment have not been properly documented, making it difficult for employees. in carrying out their duties if personnel changes occur. The experience and knowledge of staff will be lost along with rotation, transfer, retirement or the end of the term of office of the staff concerned. Currently the knowledge and experience used in carrying out daily work is still stored with each staff, has not been translated into documents or systems, so it depends on each staff. The features produced by the knowledge management system to support the knowledge management process consist of document management, knowledge management, discussion forums and search features. The knowledge management system prototype has been tested using a user acceptance testing approach by SEAMEO BIOTROP Testing Laboratory staff, with overall results falling within the excellent score criteria with a percentage of 84.29%.
Development Information Geospatial System Application to Determine the Location of the Program Indonesia Pintar (PIP) Rachmawati, Fitria; Widhyaestoeti, Dahlia; Syarif, Zulkarnaen Noor; Purnama, Nadia Putri; Syah, Adam
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v7i1.982

Abstract

Through the Kartu Indonesia Pintar (KIP), the Program Indonesia Pintar (PIP) provides educational resources to school-age children (ages 6 to 21) that come from the miskin's household, including those who own Kartu Keluarga Sejahtera (KKS), Program Keluarga Harapan (PKH), orphan, people with disabilities, and victim of natural disaster. PIP is a component of the Bantuan Siswa Miskin program's purification (BSM). This information system was created to determine the location of Program Indonesia Pintar recipients using data in the Peta format. The use of this system will assist schools in providing students with timely and accurate instruction. The application that functions as this information system uses Google Maps to determine the latitude and longitude coordinates. During the COVID-19 pandemic, the government has reduced some types of aid to be distributed to the general public.
Information System Strategy Designation In Xyz People's Economic Bank Mulana, Indra; Subchan, Mohamad
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 1 (2024)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v7i1.1143

Abstract

The proliferation of technology-based financial services or financial technology (fintech) is not only a competitive risk for commercial banks, but also people's economic banks (BPR). In this condition, BPR is also required to make improvements. BPR inevitably faces extraordinary challenges with the development of this technology. Before technology developed as rapidly as it is today, many BPRs relied on good relationships and personal approaches in attracting customers. Although these methods are still relevant today, BPRs also have to rely on technology. This situation prompted the creation of a strategic plan at BPR XYZ. This analysis carries out information system strategic planning using the Ward and Peppard method, in which an analysis stage of the internal, external and internal and external IS/IT business environment is carried out. Then, from this analysis, results were obtained in the form of business IS strategy, IT strategy and IS/IT management strategy. This information system strategic planning is expected to provide the planning that is needed and useful for the company to achieve its business goals.
Comparison of Long Short Term Memory (LSTM) and LightGBM Algorithms to Improve Inventory Stock Efficiency through Forecasting George Rivaldo; Maesaroh, Siti
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 2 (2024)
Publisher : Universitas Ibn Khaldun Bogor

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Abstract

This research aims to address the growing challenges faced by e-commerce businesses in inventory management, particularly the need for accurate forecasting of outgoing goods. The study focuses on comparing the performance of two machine learning algorithms: Long Short Term Memory (LSTM) and LightGBM. Accurate forecasting is crucial to minimize issues such as overstock and stockouts, which can adversely affect profitability. Using evaluation metrics such as Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), and Mean Absolute Percentage Error (MAPE), this study analyzes historical sales data to evaluate the predictive accuracy of both models. The results indicate that the LSTM model provides more accurate predictions compared to LightGBM, demonstrating its effectiveness as a forecasting tool in inventory stock management. These findings highlight the importance of employing advanced machine learning techniques to enhance inventory efficiency, and ultimately, to aid businesses in better decision-making and improved profitability.
Web-Based Waste Recording Application At The Mandiri Waste Bank Of Kayu Putih Village Rachma, Nur; Jayanti, Dewi Estri; Zakaria, Alkat; Ferbrianto, Dannie; Setiabudi, Rachmat
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 2 (2024)
Publisher : Universitas Ibn Khaldun Bogor

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Abstract

The waste bank program launched by the government is a means of education and forming good waste management behavior in the community. The Mandiri waste bank in Kayu Putih subdistrict, East Jakarta, still records its waste management manually and often faces various obstacles, such as recording errors, missing historical data, and a lack of transparency. The aim of this research is to overcome the problems that occur at the Mandiri waste bank, Kayu Putih Village, East Jakarta and implement a web-based application which is expected to increase effectiveness and efficiency in the recording and administration process carried out by the waste bank management. This application is designed to make it easier to record customer data, numbers and the type of waste deposited and calculating the economic value of the waste. The system development method used includes user needs analysis, system design using UML (Unified Modelling Language), coding with framework web-based, and implementation/testing. This research succeeded in increasing the operational efficiency of waste banks, reducing recording errors, and encouraging active community participation in waste sorting and recycling activities. With the results achieved, it is hoped that this web-based waste recording application can become a sustainable waste management solution in the Kayu Putih Subdistrict area, East Jakarta.
Web-Based Scholarship Information System AT Darul Muttaqien Islamic Boarding School Jaenudin, Jejen; Rachmawati, Fitria; Widhyaestoeti, Dahlia; Syarif, Zulkarnaen Noor; Azzahra, Fatimah
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 2 (2024)
Publisher : Universitas Ibn Khaldun Bogor

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Abstract

Darul Muttaqien Islamic Boarding School is an educational institution that provides various scholarships to its students. However, the selection system for receiving scholarships is still done manually using Microsoft Excel, so that the decision-making process becomes inefficient and less targeted. This research aims to design a web-based scholarship acceptance information system to improve the accuracy and efficiency of scholarship recipient selection. The method used in this research is the Weighted Product (WP) method that allows the selection of the best alternative based on five criteria: average report card score, parents' income, number of dependents, non-academic achievement, and social value aspects. The system was developed using PHP and MySQL as the main database. The implementation results show that the system runs well and is able to store and manage scholarship data in a more structured manner, where the process of inputting, editing, and deleting data can only be accessed by authorized users. With this system, the selection process of scholarship recipients becomes faster, more accurate, and more transparent, thus increasing the effectiveness of scholarship management at Darul Muttaqien Islamic Boarding School.
Web-Based Bread Sales Information System Case Study Ro Bakery and Cake Farhan, Ahmad; Fatimah, Fety; Rachmawati, Fitria
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 7 No. 2 (2024)
Publisher : Universitas Ibn Khaldun Bogor

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Abstract

A Case Study on a Web-Based Roti Online Sales Information System Cakes and Pastries by RO Despite RO Bakery & Cake's best efforts, digital technology has failed to keep up with the industry's rapid expansion. Several problems arise because of business operations that are still primarily manual. The time it takes for the sales administrator to get sales data from each shop and the frequent occurrence of missing or damaged papers are two common problems. An information system is required by RO Bakery & Cake to generate online papers and sales reports to streamline the company's operations and ensure timely delivery to the administrative staff at headquarters. The research was carried out using a waterfall model, which consists of the following stages: (1) data collection (through observation, interviews, and literature reviews); (2) data analysis; (3) system design based on analysis results; (4) system development (using PHP and an object-oriented programming paradigm) and (5) black box testing to ensure the system is functional. The result of this research is a web-based bread sales information system that has 2 users, namely admin and spg outlet. Each user has different access rights according to their respective job duties and responsibilities. The benefits of this research are expected to reduce the risk of delays and damage during the product request process because documents are received by the admin through the system in real time. In addition, the admin can view and present sales data in the form of tables and graphs as support in deciding.

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