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Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Published by Universitas Brawijaya
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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.
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Articles 125 Documents
Search results for , issue "Vol 3 No 5 (2019): Mei 2019" : 125 Documents clear
Pengembangan Sistem Informasi Tracer Study Fakultas Ilmu Komputer Universitas Brawijaya Menggunakan Metode Rational Unified Procces Sholachuddin Al Ayubi; Yusi Tyroni Mursityo; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Do data collection when entering working world is sould be done in every study program. The graduate that can get the corresponding job with areas of expertise wich are owned can help study program to get the relevan suggestion. Not only that, but every study program also be accused to have good accreditation. One of parameter accreditation rating is follow up the graduate tracking. but the big case is almous data is hard file, so need more procces to get the data. In fact the proccess to get the data is longer. To solve this problem is need one best sistem that can doing the data while classify the management data of graduate. Rational Unified Proccess (RUP) is development method sistem that chosen, because on this all changed controll proccess can do in every step. So make it easy to correct fastly n have a good dokumentation. RUP have some stage, such as inception, elaboration, construction and transition. Testing proccess sistem is doing with some method. such as blackbox testing, compatibility testing serta user acceptance testing. The result of test UAT get score 90% from all the graduate that traying this sistem. The system that has been worked on is able to answer the data collection problems experienced by FILKOM's students. so data collection becomes easier. the conclution is tracer information sistem is received well by sistem user.
Analisis Value Terhadap Minat Penggunaan OVO di Malang Raya Menggunakan Consumption Value Model Nabila Aulia Anwar; Yusi Tyroni Mursityo; Retno Indah Rokhmawati
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

This study aims to determine the values of the interest in the use of OVO in Malang partially and using multiple linear regression analysis on five variables, namely functional values, emotional values, epistemic values, conditional values and social values. The technique of collecting data using questionnaires distributed online. The population in this study is the OVO users in Malang.The sampling technique in this research is non-probability sampling using purposive sampling techniques, while samples used were 97 respondents. Based on the analysis of the partial, variable functional values have a value of t count 2.578, conditional values have a value of t count 2.340 and social values have a value of t count 2.535 significantly affect the interest of the use of OVO in Malang, while emotional values have a value of t count 1.005 and epistemic values have a value of t count 0.988 not significantly affect the interest of the use of OVO in Malang. Of the five variables can be known that which has significant influence on the interest in the use of OVO in Malang is a functional variable values. Where the use of OVO in Malang significantly affect the interest of the use of OVO in Malang for OVO services can be used to do anything and OVO has a unique service that is not owned by similar products.
Evaluasi Smart Library Automation (SLA) Menggunakan Framework Human, Organization, and Technology-Fit (HOT-FIT) Model (Studi pada Dinas Perpustakaan dan Kearsipan Kota Batu) Wreda Beny Ramdhany; Aditya Rachmadi; Admaja Dwi Herlambang
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Smart Library Automation (SLA) is an information system which is used by the Public Library of Department Library and Archives of Batu City. Information system SLA is used to increase the quality of services to the visitors and facilitate librarians in processing databooks. As an institution which organizes public services by using information technology, libraries must have reliable technology in providing maximum service. In achieving maximum service, an evaluation of Smart Library Automation (SLA) is needed to find out the system's problems in providing services toward the visitors. This study uses a framework Human, Organization, and Technology (Hot-Fit) Model. The main method of collecting data in this study uses qualitative interview methods which are supported by quantitative methods namely questionnaires. It is used to strengthen the results of interviews. The result of this research shows that the quality of the system is good, which is fully supported by the organization in its implementation and this system needs to development in order to fulfill organization's needs in the future in giving excellent library services.
Prediksi Nilai Cryptocurrency Bitcoin menggunakan Algoritme Extreme Learning Machine (ELM) Rahmat Faizal; Budi Darma Setiawan; Imam Cholisoddin
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Bitcoin is one of cryptocurrency which is popular among people due to decentralized management, well-maintained confidentiality, and easy process. But, this type of cryptocurrency is extremely volatile which makes the owner feel aggrieved. Lots of actions have been taken to overcome this by seeing the statistic movement over and over, Taking actions without considering the future prospect, or make the the asset being untouched until the considered time. Those are inneficient regarding the goal is to get the profit.Therefore, the need of system which can predict the value of Bitcoin accurately and efficiently so it can help decreasing the risk of losing and could give another consideration on trading cryptocurrency Bitcoin. This research has a purpose to obtain the value of cryptocurrency Bitcoin using Extreme Learning Machine (ELM) algorithm. Based on the implementation and analysis conducted using Bitcoin Data from May 1th, 2018 until August 1th, 2018, it can be obtained that the smallest error value using Mean Average Percentage Error (MAPE) is 2,657% with the number of features is 2, the number of hudden neuron is 4, and the percentage of training data is 90%, also the range of with range [-1.8, 1.8].
Perancangan Aplikasi pada Pengelolaan Sewa Barang Windya Hartasih; Denny Sagita Rusdianto; Adam Hendra Brata
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In rental services, activity that usually do by rental provider are item ordering, item taking, item returning, item checking, and bookkeeping. Nowadays, many rental providers have difficulties for running their business activity, such as item scheduling, order recording, differences between item inventory and routine bookkeeping that causes losses and problems with customers. Moreover, the rental providers have limited infrastructure, by keep using rental note, whiteboard, and Microsoft Excel software for bookkeeping. Therefore, the rental providers need an rental management application which is independent in order to not depend on infrastructure or need more infrastructure, so that the service providers can only use smartphone without adding other infrastructure to manage rental services. This application designed using OOAD (Object Oriented Analysis and Design) method and REST web service. Designing this application include service design, architecture design, component design, data design, user interface design, and application design architecture. This design of application has been tested using Traceability Matrix, (Coupling Between Object Classes) CBO, (Response for a Class) RFC, (Lack of cohesion in methods1) LCOM1 metrics, and (Lack of cohesion in methods2) LCOM2 metrics. The result of this application design has low coupling because of the CBO's average value<=5 and RFC's average value<=100 so it have high understandability and low cohesion because of LCOM>1. The result of this application design also has high adaptability because of the CBO's average value is between 1 and 3, RFC's average value between 1 and 69, and fulfill LCOM2's value between 0 and 1. Furthermore, all artifacts are made based on the use case that was made before, because each column and row in the traceability matrix have a value of 1.
Evaluasi Usability Pada Website E-commerce XYZ Dengan Menggunakan Metode Cognitive Walkthrough dan System Usability Scale (SUS) Muhamad Arroofi Arga Kusumah; Retno Indah Rokhmawati; Faizatul Amalia
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

XYZ is an e-commerce that runs on various platforms, one of which is a website. XYZ provides a variety of features that support users to carry out the activities of buying and selling goods through the website. As time went on, XYZ became one of the most popular e-commerce sites. For this reason, we need to know the evaluation results of usability aspects and problems that exist on the XYZ website in order to maintain and improve the achievement of e-commerce XYZ. Usability aspects that are evaluated are learnability, effectiveness, efficiency and satisfaction. The method used in this study is cognitive walkthrough, usability testing and system usability scale (SUS). Evaluation using the cognitive walkthrough method and usability testing is carried out by five XYZ users who have never used e-commerce XYZ websites to find out existing problems and learnability aspects, effectiveness and efficiency. As for the usability scale (SUS) system, respondents numbered 20 people who had used e-commerce XYZ websites to find out aspects of satisfaction. After the evaluation was carried out, through the cognitive walkthrough method found 58 usability problems with 21 different problems. Then from usability testing obtained the learnability aspect value of 86%, effectiveness of 24% and efficiency of 0.02 seconds. While aspects of satisfaction using SUS obtained a value of 57,625. Recommendations for improving usability of e-commerce XYZ websites consist of two types of recommendations, namely, user interface design improvements and system improvements.
Analisis Pengaruh Kualitas Layanan Mobile Banking terhadap Kepuasan dan Loyalitas Nasabah pada Pengguna Layanan BRI Mobile Bank Rakyat Indonesia di Kantor Cabang Cirebon Fajar Akbar Hariansyah; Niken Hendrakusma Wardani; Admaja Dwi Herlambang
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

The purpose of this research is to determine influence of BRI Mobile service quality on customer satisfaction and loyalty of Bank Rakyat Indonesia in Cirebon region. 87 respondents were used as samples from BRI Mobile user in Cirebon region and sampling technique use purposive sampling. E-S-Qual and E-Recs-Qual model are used become primary model in this research. The model has been modified to adjust with this research object. The collection of data is obtained from disseminate questionnaire and data analysis use multiple linear regression and Kendall-Tau. The result from this research show that simultaneously efficiency, system availability, fulfillment, privacy, contact, responsiveness, and compatibility of mobile device have significant influence on satisfaction by 40,90%. Partially only responsiveness and compatibility of mobile device which has significant influence on customer satisfaction. The result from this research also show that the customer satisfaction has significant influence on customer loyalty by 32,40%. According to the result, so Bank Rakyat Indonesia must increase their BRI Mobile service quality because it can influence customer satisfaction which will encourage their loyalty to always use BRI Mobile.
Analisis Sentimen Pemilihan Presiden 2019 pada Twitter menggunakan Metode Maximum Entropy Alvandi Fadhil Sabily; Putra Pandu Adikara; Mochammad Ali Fauzi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In this modern era, communication can be done through various media, one of which is through online media, namely Twitter. Twitter is one of the social media that functions to exchange information and also express an opinion on something. Twitter posts that discuss presidential elections are the objects used in this study. To find out whether a sentiment has a positive or negative value, a sentiment analysis is needed as in this study. To analyze a sentiment, a method that can classify sentiments is needed, Maximum Entropy is the method used in this study with the evaluation method used is Confusion Matrix which will then calculate the value of Macro and Micro averaging from the evaluation value produced. The evaluation results carried out in this study resulted in quite high Macro accuracy values ​​of 89.16% with precision and recall values ​​of 100% and 89.16% and also F-measure values ​​of 94.27%. Testing is done by testing 120 tweets and training data used as many as 300 tweets.
Analisis Konsumsi Energi Protokol Routing Fisheye State Routing (FSR) Pada Mobile Ad Hoc Network (MANET) Wildan Aulia Rachman; Primantara Hari Trisnawan; Mochammad Ali Fauzi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Mobile Ad Hoc Network (MANET) is a type of ad hoc network that has a dynamic and fast-changing topology in which nodes on MANET are dynamically connected in an orderly manner. In this study Fisheye State Routing (FSR), a routing protocol uses a link state algorithm optimization using the fisheye approach. From the use of these techniques, each node will be grouped according to the distance or hop. In this case the use of energy becomes a matter that needs to be considered in the consumption of energy used in the simulation using NS-2.35. By using energy models, the simulations can produce presentations of energy consumption at nodes with different mobility. the total consumption scenario with the number of nodes 20,30 and 50 in each mobility shows that static mobility has the largest total energy consumption in 2 node scenarios namely 20 and 30 nodes namely 19997,969 and 29995,565 joules but static mobility has less in total energy consumption compared to the other 2 mobility with the use of 50 nodes, which is 499973,065 Joules. In the scenario the average energy consumption has the same results as the total energy consumption scenario. Increasing and decreasing energy consumption in mobility used by different nodes can be influenced by changes in the number of nodes and changes in mobility of each node.
Temu Kembali Informasi Lintas Bahasa untuk Dokumen Berita Berbahasa Indonesia-Inggris Menggunakan Metode BM25 Putri Rahma Iriani; Indriati Indriati; Putra Pandu Adikara
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 3 No 5 (2019): Mei 2019
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

News is an information about someone's needs to find out what is happening. Efforts to get relevant news from a variety of languages ​​and documents are not easy to obtain. News documents usually written in foreign language. This becomes difficult because not all users understand foreign language, while the news needed in the collection of foreign language. Users can read one by one to get news as it needed, but this process is inefficient and will take a long time. A cross-language automatic news search system is needed to solve this problem, where users only enter requests with the native language and the system will recover documents in other languages. This problem can solve by creating a system to obtain automatic news without language barriers. This system will builds using the BM25 method which has been proven to be able to improve documents that are relevant to the ranking. The free parameters used are k1 = 2.5 and b = 8.0. Weighting is done by comparing IDF BM25 and IDF modification which results in the highest value of 0.95 with k = 5 in testing of precision@k.

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