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INDONESIA
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Published by Universitas Brawijaya
ISSN : -     EISSN : -     DOI : -
Core Subject : Science, Education, Engineering,
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering
Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian dan memberikan kontribusi yang berarti untuk meningkatkan sumber daya penelitian dalam Teknologi Informasi dan Ilmu Komputer.
Arjuna Subject : -
Articles 6,972 Documents
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Optimasi Multiple Travelling Salesman Problem (M-TSP) pada Penentuan Rute Angkutan Sekolah menggunakan Algoritme Particle Swarm Optimization (PSO) Muhammad Hidayat; Imam Cholissodin; Bayu Rahayudi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 9 (2020): September 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Daarussalaam Muslim Development Foundation (YPM) is an educational foundation located on Jl. Jendral Sudirman No 1, Swarga Bara, Sangatta Utara, East Kutai Regency, East Kalimantan. In YPM Daarussalam there are several schools, namely integrated Islamic kindergartens (TKIT), integrated Islamic elementary schools (SDIT), and integrated Islamic junior high schools (SMPIT). To help the departure and return of kindergarten and elementary school students, the foundation provides school transportation services that can be used for students in need. At present the number of students using school transportation services is 160 students out of a total of 832 students. Based on this number the foundation provides 8 cars with a capacity of 20 students per cars. This study aims to determine the optimal route for the Multiple Traveling Salesman Problem (M-TSP) problem using Particle Swarm Optimization (PSO) algorithm. In this study the school route is represented as particles which are divided into 3 segments, namely departure (segment 1), return 1 for grade 1,2 students, and kindergarten and (segment 2) and return 2 for grade 3-6 students which then the particles will be update the speed of each iteration to find the route with the best fitness value. The parameters used are the number of iterations = 538, particle size = 80, C1 = 1, and C2 = 1.5. The average fitness obtained is 2,297 with the best fitness value of 2,393, and with these results the foundation can cut the distance by 210,884 Km.
Pengembangan Game "Days With Suroboyo Bus" Sebagai Media Pengenalan Transportasi Suroboyo Bus Gede Satria Harinamanata; Issa Arwani; Ratih Kartika Dewi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 10 (2020): Oktober 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The plastic waste problem becomes a threat to wildlife in the world. Surabaya City Government launched the Suroboyo Bus program that uses used bottles and plastic cups as a means of payment to tackle the problem of plastic waste for the environment. Public awareness is needed to increase the effectiveness of this program, one of which is through video games. The game "Days with Suroboyo Bus" was developed using the Design Framework, Dynamics, Experience (DDE), a framework developed from the Mechanics, Design, Aesthetics (MDA) framework. Development begins with determining the design of the game, followed by the implementation of the design that will create the dynamics of the game, and creating experiences for the players who play it. Its development calculates playtesting by using the Gameplay Scale and Appeal Scale. Gameplay Scale test results on the game "Days with Suroboyo Bus" showed Affective Experience (75.71428571%), Focus (71.58730159%), and Usability Barrier (75.71428571%) had good values. While the Playability Barrier (70.85714286) has a Slightly Good value. Test scale on the game "Days with Suroboyo Bus" has a pleasant result (74.28571429), good (80), aesthetic (75.71428571), a little evocative (70), interesting (75.71428571), easy to motivate to play (57.14285714), desirable (67.14285714) ) and tend to be happy (64.28571429).
Evaluasi dan Perbaikan Pada Antarmuka Pengguna Website Perusahaan Daerah Air Minum (PDAM) Kota Malang Dengan Menggunakan Metode Usability Testing dan Heuristic Evaluation Lailatul Fitriyah; Satrio Hadi Wijoyo; Bondan Sapta Prakoso
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 3 (2021): Maret 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Regional Drinking Water Company (PDAM) Malang City is a drinking water provider company with one of its services through the website. The results of initial interviews with website managers and users indicate that there are problems, namely the display has not been developed, the user is confused about several features that are not suitable, one of which is the menu that has not been dropdown, login designation, and menus such as advertisements can affect the level of usability. So, it is necessary to evaluate the interface of the website by involving the natural point of view of users and experts to find problems and recommend improvements. This study uses usability testing and heuristic evaluation methods. Usability testing uses 3 measurement aspects, namely effectiveness, efficiency, and satisfaction. The heuristic evaluation uses 10 principles of Nielsen's heuristic utility. The results of usability testing found 14 interface problems and heuristic evaluation found 25 interface problems. Usability testing shows the measurement of effectiveness at the level of error that is low and the level of completion which is above average. Measurement of efficiency is high, and measurement of satisfaction is less satisfactory. Then, heuristic evaluation shows that the most interface problems are the H8 (aesthetic and minimalist design) principle. Based on the results of the evaluation, 30 recommendations were made using the guidelines for a better level of use.
Klusterisasi Popularitas Artist pada Playlist Today's Top Hits Menggunakan Metode K-Means dengan Integrasi Spotify Web API dan Teknologi Amazon SageMaker Buchori Anantya Firdaus; Dian Eka Ratnawati; Buce Trias Hanggara
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 1 (2021): Januari 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In a high-volume market like Spotify, it's important to understand what makes an artist valuable. One way to measure the success of a song or album is to check the rankings and charts. Spotify, for example, publishes several charts. Notably, Today's Top Hits, the first number one playlist in the Spotify ecosystem, has 18.2 million followers (about 7.5 million more than the second place playlist, Spotify Global Top 50), and has about 2.5 million daily active listeners. The use of the K-Means Algorithm because this method can handle large music data effectively. The results of the clustering are expected to be used for Record Labels in showing the proportion of Artist popularity that is included in the Today's Top Hits Playlist which is expected to find out what percentage of an Artist who has a certain followers and popularity to enter the Playlist, or maybe to find out the Artist segmentation on the Playlist. As a result, in the clustering process using the K-Means method, it was found that the proportion of artists on Today's Top Hits Playlist was 28.79% for Very Popular, 42.42% for Popular, 28.79% for Unpopular. Meanwhile, in the cluster testing process using the Silhouette Coefficient, the value is 0.536, which means that the results of the cluster are well formed. Meanwhile, using the Davies-Bouldin Index shows the value is 0.554, which means that the results of the cluster are well formed too.
Sistem Navigasi Waypoint Pada Robot Beroda Berdasarkan Global Positioning System Dan Filter Kalman A. Ashar Ashari; Eko Setiawan; Dahnial Syauqy
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 7 (2020): Juli 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Wheeled robot is one of the most popular categories of mobile robots in the field of its science development. By its functional aspect, a wheeled robot is expected to be able to assist humans in terms of optimized transportation, unmanned exploration vehicle, and etc. The wheeled robot development will continue to run, and as well as its problem of sensor readings, positioning, and navigation system. Waypoint takes an important part in terms of developing navigation systems. In its application, waypoint navigation systems on a wheeled robot are used for reading a correcting position mistake, from GPS data alongside a sensor capable to pinpoint a heading and acts like a compass that can be able to establish a rotational motion. This research has the aim to improve the accuracy of reading data from the GPS module with or without implementing the Kalman Filter and also establishing rotational motions. The results of the research conducted, it was concluded that the accuracy of the magnetometer sensor is at the limit around 1° - 2 ° at the fault tolerance limit with testing parameters 6.1, 7.1, 8.1, 9.1, and 10.1. From the results of the GPS module, it was found that the level of module accuracy varies but is still within a 10m success radius
Pengembangan Aplikasi Berbasis Android Untuk Meningkatkan Kepatuhan Pasien Gagal Jantung Dalam Merawat Diri Di Rumah I Kadek Yoga Darma Putra; Agi Putra Kharisma; Issa Arwani
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 7 (2021): Juli 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Heart failure patients can experience re-hospitalization caused by several factors, one of which is the recurrence of the disease suffered. This recurrence occurs due to patients with heart failure who do not comply in carrying out recommended activities such as not taking medication in accordance with the doctor's orders and not carrying out the recommended therapy. To improve the compliance of heart failure patients in caring for themselves at home, a reminder and education is needed for heart failure patients. The method used in this research is Waterfall software development method. This method was chosen because the functional needs of the system have been clearly defined from the beginning. In this study also used MVVM architecture and Clean Architecture. Tests conducted in this study include functional, usability and compatibility testing. Functional testing produces a 100% success percentage. In usability testing resulted in a success rate of 87.5% in test cases of heart failure patients and 100% in the case of health workers test. In addition, usability testing using the System Usability Scale (SUS) method produces a score that falls into the category of Good or Acceptable. The compatibility testing resulted in a good success scale of the overall device tested which has an android version with an API level of at least 21 (lollipop version 5.0).
Pengembangan Sistem Pelaporan Daerah Pasca Bencana Menggunakan WEBGIS (Studi Kasus Badan Penanggulangan Daerah Pasca Bencana Daerah, Kabupaten Ponorogo) Estrisantya Irsyadi Azzahrah; Faizatul Amalia; Fatwa Ramdani
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 6 (2021): Juni 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The potential for disasters in Ponorogo Regency is handled by the Badan Penanggulangan Bencana Daerah (BPBD). Recording of post-disaster reports at BPBD Ponorogo Regency is still done manually using Microsoft Excel and Microsoft Power Point for disaster publications to the public through the WhatsApp application. So we need a website-based system to facilitate reporting and publication of reports to the public as a form of data transparency. TRC (Quick Reaction Team) can record reports directly on the system. After being reviewed by PUSDALOPS and verified by the Kepala Pelaksana, the results of report verification can be accessed by the public via the website and using a GIS (Geographic Information System) to facilitate accurate reading of data by the public by directly looking at the affected areas on the map. This study uses the Waterfall method, data collection for needs analysis is carried out by interviewing one of the BPBD employees of Ponorogo Regency. The requirements analysis resulted in 23 functionalities which were implemented using the PHP programming language and the Laravel Framework, Leafleat js as a library for displaying maps, and the mySQL database. The implementation results tested using white-box, black-box testing, usability testing, Pearson product testing, split half testing and testing matrix model testing. From these tests, it was obtained valid results for white-box testing, one test was invalid from a total of 23 test-cases in black-box testing. For usability testing, a score of 62.5 was obtained or it was in the 'good' category. Meanwhile, for the feature validation test, there are 4 valid features, 6 invalid features and the rest cannot be calculated because there is a costant variable. The accuracy of GIS (Geographic Information System) using a test matrix model, the value is 80%.
Klasifikasi Dokumen Pengaduan Sambat Online menggunakan Metode Multinomial Naive Bayes dan N-Gram Feri Angga Saputra; Indriati Indriati; Candra Dewi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 9 (2020): September 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In an effort to utilize technology in public services, the Malang Office of Communication and Information has launched the SAMBAT Online web application (Integrated Questions Society Application System) to accommodate criticism, suggestions, and complaints given by the public. To improve time efficiency and make it easier for admins to classify incoming complaints the text classification method is needed. The Naive Bayes Multinomial method is widely used because this algorithm is very simple and efficient. But the Naive Bayes Multinomial algorithm has the disadvantage of having dependence on the amount of data. To improve these deficiencies researchers used a support method as feature extraction, N-gram. The test results using the Multinomial Naive Bayes method and N-gram show that the unigram n-gram can provide the highest accuracy rate of 88.23% with an average overall accuracy of 80.88% with an f-measure value of 0,8013.
Perancangan Antarmuka Pengguna Sistem Informasi Aset Masjid Menggunakan Human Centered Design (HCD) (Studi Kasus: Masjid Ibnu Sina Jl.Veteran Malang) Tiara Pangestu; Ismiarta Aknuranda
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 4 No 11 (2020): November 2020
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Masjid Ibnu Sina is one of the mosques or masjid in Malang City which has functions and roles like other normal mosques. Masjid Ibnu Sina has a management consisting of mosque caretaker to carry out the functions, roles, and mosque asset management. Asset management is currently processed manually. This can potentially results in recording error, lost of documents, and unctrolled asset. The purpose of this research is to design the user interface of a web-based information system to make the mosque asset management proccess more controlled and to give best experience for the users. The approach used in the design is Human Centered Design (HCD). Two alternatives of system designs were given to giving different experience from users are presented by prototype and evaluated by users by usability testing. Results of the evaluation that has been carried out shows that from its ease of use, the system design is easy to use but still need improvement based on users suggestions. From the aspect of user statisfaction, results of the evaluation shows that users is satisfied with the system use.
Perancangan User Experience Pembelajaran Digital Marketing berbasis Mobile menggunakan Metode Design Thinking Bagas Noor Rachman; Herman Tolle; Diah Priharsari
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 5 No 6 (2021): Juni 2021
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Technological advances must be balanced with their human resources, to achieve that humans need an adaptation and learning. As is the case according to data from the Malang city government, micro, small and medium enterprises (UMKM) in Malang are still on a microscale and the development every year is not so rapid. It needs a supporting tool for UMKM actors in learning and understanding technology in managing their business, one of which is learning about Digital Marketing. The design of this interaction design uses desgin thinking method that focuses on what the user really needs, by going through several stages namely understanding and determining the system user, analyzing system needs, creating solution design and testing the design of the system. In the Usability test was conducted to 20 participants with Remote Usability Testing Technique and used system usability scale (SUS) questionnaire, then obtained test results that are effectiveness aspect by 99% then on efficiency aspect get a score of 98% and Satisfaction value 76,125 which means to get Grade B, with the results of the score obtained by the system design including to the category 'Good'.

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