Analisis Sistem Jalur Terpendek Menggunakan Algoritma Djikstra dan Evaluasi Usability

Marlim, Yulvia Nora; Jollyta, Deny; Saputra, Fandri

doi:10.26418/jp.v6i1.37627

Cited by 5 publications

(8 citation statements)

References 3 publications

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“…According to Law No. 13 of 2003 on Employment, internships are part of an integrated job training system between job training in training institutions by working directly under the guidance and supervision of instructors or workers or workers or workers who are more experienced, in the process of producing goods and / or services in the company, in order to master certain skills or skills [11]. Internship is a learning activity in the field that aims to introduce and grow the ability of students in the real world of work [12].…”

Section: Apprenticeshipmentioning

confidence: 99%

Usability Test for User Centered Design-Based Industrial Internship Management System

Maharrani¹,

Supriyono²,

Syafirullah³

et al. 2022

J. teknol. inf. pendidik.

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Internship is one of the efforts to align the knowledge or competencies obtained during the lecture with the world of work directly. In this research will be built an industrial internship management system starting from industry submissions, internship guidance and assessment of industry seminars with User Centered Design. This UCD method focuses on designing user-oriented systems. The results of the study were conducted with a usability test with 20 items (items) and 19 respondents, it can be concluded that each component of usability gets a value of > 80% which means it has a very good predicate, while the overall usability test of 87.69% includes a very good predicate.

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Section: Apprenticeshipmentioning

confidence: 99%

Usability Test for User Centered Design-Based Industrial Internship Management System

Maharrani¹,

Supriyono²,

Syafirullah³

et al. 2022

J. teknol. inf. pendidik.

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“…Software can be tested with Usability. In research [10], usability successfully tested a smart academic system based on user experience and a web-based shortest route search system [11].…”

Section: Literature Reviewmentioning

confidence: 99%

“…The last step is testing the software using usability, because software generally provides a number of features or menus to make it easier for users [15]. In [11] and [10] research, explained the five components of usability which are used as a measure of software success, namely the system is easy to operate and understand (learnability), the speed of the system can help the user (efficiency), the system is easy to learn, so if it is not used in the long term, the user still able to easily operate (memorability), the system has a minimum error rate (error) and it means that the user is satisfied to use it and feels helped by this system (satisfaction). The usability test is carried out in several stages [11]: Stage 1 : determine the initial value of the usability component with equation ( 4) (4) Where: Pn is the Likert scale score T is the number of respondents…”

Section: Table 1 Dummy Datamentioning

confidence: 99%

“…Apart from that, the addition of web and usability testing software, provides an opportunity that this software can be used by various users such as organizations or governments. Usability testing is important to do to get software performance measures [9] and many software have been tested using this technique [10], [11]. However, classification does not only use the C5.0 algorithm, depending on the form of the problem being solved [12], [13].…”

Section: Introductionmentioning

confidence: 99%

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C5.0 Algorithm Implementation on Web-Based Software and Usability Evaluation

Wijaya

Jollyta²

2021

SISTEMASI

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AbstrakPerangkat lunak merupakan alat bantu yang memudahkan pengguna dalam pengolahan data dengan cepat dan tepat. Para pengambil keputusan membutuhkan alternatif perangkat lunak yang dapat digunakan setiap saat dengan teknik klasifikasi data algoritma C5.0 sesuai kriteria yang diinginkan. Namun perangkat lunak yang ada umumnya terdiri dari sejumlah teknik dan belum dapat digunakan secara online. Sebagai salah satu algoritma klasifikasi yang popular dalam ilmu data mining, C5.0 dapat memberikan hasil yang lebih baik. Penelitian bertujuan untuk membangun perangkat lunak yang dapat melakukan klasifikasi data menggunakan algoritma C5.0 berbasis web. Perangkat lunak dapat digunakan oleh siapa saja, terutama para pengambil keputusan. Penelitian ini juga dilengkapi dengan pengujian perangkat lunak usability sebelum digunakan. Hasil pengujian memperlihatkan bahwa perangkat lunak yang dibangun dapat diterima dengan nilai usability 76,892% dan berada pada predikat Baik. Diharapkan melalui penelitian ini, dapat memberikan alternatif perangkat lunak yang mampu menyelesaikan masalah klasifikasi menggunakan algoritma C5.0.Kata kunci: perangkat lunak, klasifikasi, algoritma c5.0, usability AbstractSoftware is a tool that makes it easy for users to process data quickly and precisely. Decision makers need an alternative software that can be used at any time with the C5.0 algorithm data classification technique according to the desired criteria. However, the existing software generally consists of a number of techniques and cannot be used online. As one of the popular classification algorithms in data mining science, C5.0 can provide better results. This study aims to build software that can classify data using the web-based C5.0 algorithm. Software can be used by anyone, especially decision makers. This research is also complemented by testing Usability software before used. The test results showed that the software built can be accepted with a Usability value of 76.892% and is in the Good predicate. It is hoped that through this research, it can provide alternative software that is able to solve classification problems using the C5.0 algorithm.Keywords: software, classification, c5.0 algorithm, usability

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“…Currently, the Breadth First Search (BFS) algorithm is one of the algorithms for determining the closest path between the starting point and the endpoint in barrier-free conditions. Often used to determine the shortest path in gaming applications, the Breadth First Search (BFS) algorithm is widely used due to its simplicity and effectiveness [4,5]. The use of breadth first search algorithm was also carried out by Santi in 2015 for the nearest and Android-based pharmacy location search app equipped with GPS facility, where users can get the nearest pharmacy location from its current position.…”

Section: Introductionmentioning

confidence: 99%

Determination of The Shortest Route Based on BFS Algorithm for Purpose to Disaster Evacuation Shelter

Sularno

Mulya

Astri

2021

SJI

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Purus village in Padang City which has an area of 0.86 km2 consisting of 8 RW and 28 RT has a population of 8,075 people with a density of 11,875. As a result, people are always haunted by fear and always feel threatened if an earthquake occurs. If an earthquake and tsunami occur, what the community needs at that time is information about a safe zone that can be reached to save themselves and their families. For this reason, there needs to be an educational process for the community so that they have a culture of disaster awareness in the form of a system that is able to inform the community where the closest safe zone they can reach is the route they must take when a disaster strikes so that it can provide a sense of security because of safety guarantees. This study aims to determine the shortest route that can be taken by the user (community) during a disaster to reduce the risk of a greater number of victims by using the Breadth first search algorithm which is integrated into a web-based GIS application. By determining the starting point which is the user's position when the disaster occurs, and then determining the end point which is the location of the closest shelter, it will be possible to calculate the shortest distance that can be reached by the user at that time. The method chosen in this study is a waterfall because each step of the research carried out must be sequential and structured to avoid the risk of errors in each sequence of processes carried out. The results of this study can be proven by doing manual calculations to determine the shortest distance which will later be compared with the results of applications that have been designed using the BFS algorithm.

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Analisis Sistem Jalur Terpendek Menggunakan Algoritma Djikstra dan Evaluasi Usability

Cited by 5 publications

References 3 publications

Usability Test for User Centered Design-Based Industrial Internship Management System

Usability Test for User Centered Design-Based Industrial Internship Management System

C5.0 Algorithm Implementation on Web-Based Software and Usability Evaluation

Determination of The Shortest Route Based on BFS Algorithm for Purpose to Disaster Evacuation Shelter

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