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All Journal Jurnal Teknologi Terpadu Jurnal Informatika Terpadu
Tifanny Nabarian
STT Terpadu Nurul Fikri
Computer Science & IT Decision Sciences, Operations Research & Management Education Engineering

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Implementasi Metode Hibrid Fuzzy C-Means dan Fuzzy Swarm untuk Pengelompokkan Data Benang Perusahaan Tekstil Tifanny Nabarian; Muhammad Aris Ganiardi; Reza Firsandaya Malik
Jurnal Teknologi Terpadu Vol. 6 No. 1: Juli, 2020
Publisher : LPPM STT Terpadu Nurul Fikri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54914/jtt.v6i1.247

Abstract

Thread is one of the main raw materials in the production process of textile companies. The availability of thread consumption data in textile companies can be used to determine the pattern of thread consumption in a certain period. Data mining clustering method is one technique that can be used to form patterns from the data thread. In this study, hybrid Fuzzy C-Means (FCM) and Fuzzy Particle Swarm Optimization (FPSO) clustering algorithms are used, which are the combination of algorithms FCM and FPSO. This hybrid algorithm is able to overcome the weaknesses of the original algorithm, namely FCM. The purpose of this study is to test the performance of the FCM-FPSO hybrid method by implementing the clustering of the thread data from PT. Batam Bersatu Apparel (PT. BBA) into an application. The application implemented Unified Process for software engineering method. In this application, the performance of three methods was compared, those methods are FCM, FPSO and Hybrid FCM-FPSO. The result of the implementation is the lowest average objective function is 3441.00 achieved by the Hybrid FCM-FPSO algorithm, then followed by the FCM algorithm with value of 3540.33 and the highest is achieved by the FPSO algorithm with value of 4485.40. This result showed that the application was successfully proved that the FCM-FPSO Hybrid algorithm can produce the best thread clusters compared to the original method, FCM and FPSO.
Analisis dan Evaluasi User Interface Design untuk Usability menggunakan Metode Heuristic Evaluation pada Web Perusahaan Bioteknologi Sella Rabila; Sirojul Munir; Tifanny Nabarian; Davied Wismanindra
Jurnal Informatika Terpadu Vol 8 No 2 (2022): September, 2022
Publisher : LPPM STT Terpadu Nurul Fikri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54914/jit.v8i2.420

Abstract

A website must meet the needs of its users. Of course, when users access a website, they are sure to find the information they are looking for. For this reason, it is necessary to pay attention to the web page that meets the needs of its users. In paying attention to this, an evaluation of the usability of the user interfaces on the website of PT. Enzym Biotechnology Internusa with feedback provided by users based on their experiences when interacting with the website. It is hoped that with this test, the results of the usability of the user interface design on the website using the Heuristics Evaluation method can be known, and the results of the analysis can determine the effect of effectiveness, efficiency, and quality of information experienced by users on the website. The test method uses Heuristics Evaluation, with a sample of ordinary users and users who usually access the website; data collection is done using a questionnaire. The results obtained from this study showed that respondents agreed that the overall Heuristics aspect was quite good, the website's usability was relatively easy to understand, the display met user expectations, and the information provided was entirely in line with reality.
Rancang Bangun Antarmuka berbasis Website Design Method (WDM) untuk Toko Baju Online Rahmatul Zakia; Tifanny Nabarian; Betty Amalia
Jurnal Informatika Terpadu Vol 9 No 1 (2023): Maret, 2023
Publisher : LPPM STT Terpadu Nurul Fikri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54914/jit.v9i1.620

Abstract

In Indonesia, the growth of e-commerce is speedy; every year, it experiences a significant increase. An increase in digital-based transactions (e-commerce) can help increase business sales. The business currently being carried out, especially among young people, is the thrifting business (used goods). The Pandeglang thrift store, which was established in April 2021, is a store that sells both imported and non-imported used clothing. Pandeglang thrift store sales are currently offline and online. The problem faced by Pandeglang Thrift Stores is the need for an appropriate information system for Pandeglang Thrift stores, which experiences an increase in the sales process every day. Therefore, Pandeglang thrift stores need an information system that can assist in promoting products and managing the transaction process. Toko Thrift Pandeglang's website interface is designed based on user needs by adapting the WSDM (Website Design Method) approach. The prototype created is then tested using usability testing, namely the system usability scale (SUS). The test results stated that the Thrift Pandeglang Store website prototype had met the user's needs. In addition, the evaluation results noted that the Thrift Pandeglang Shop website prototype had excellent usability with a system usability scale score of 91.01.
Co-Authors Betty Amalia Davied Wismanindra Muhammad Aris Ganiardi Rahmatul Zakia Reza Firsandaya Malik Sella Rabila Sirojul Munir