Evaluating the layout quality of UML class diagrams using machine learning

Bergström, Gustav; Hujainah, Fadhl; Ho-Quang, Truong; Jolak, Rodi; Rukmono, Satrio Adi; Nurwidyantoro, Arif; Chaudron, Mrv Michel

doi:10.1016/j.jss.2022.111413

Cited by 15 publications

(10 citation statements)

References 20 publications

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“…A class diagram depicts the structure of the program system as it is divided into groups and represents the database flow on the system [42]- [44]. A class diagram depicts the database's flow through the software, and Figure 4 depicts the class diagram in this site design.…”

Section: B Class Diagrammentioning

confidence: 99%

A Novel Algorithm for Monitoring Field Data Collection Officers of Indonesia's Central Statistics Agency (BPS) Using Web-Based Digital Technology

Hendri¹,

Masriadi²,

Mardison³

2023

Int. J. Adv. Sci. Eng. Inf. Technol.

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This study focuses on the creation of a novel algorithm for monitoring field data collection activities by field data collection officers from Indonesia's Central Statistics Agency (BPS) using web-based digital technology. This study aims to check the accuracy and veracity of data collected by the BPS data collection officer. In this research, 200 respondents were collected by 10 data collection officers of Indonesia's Central Statistics Agency (BPS) and monitored by 5 supervisorsâ€™ officers from BPS. Then the Head of BPS supervises process monitoring at a certain regional BPS office. We propose a novel algorithm that can be used with web-based digital technologies. The algorithm is developed by comparing data from the BPS office in the form of three variables that are a list of names of respondents, a list of questioners for respondents, and the location (area) of respondents with data from the respondent's NIK (ID Number), answers to respondents' questions entered into the system, and the GPS location of field data collection officers detected by the web-based system. This research employed a novel algorithm on web-based digital technology, increasing the accuracy and veracity of collected data. The score value of the respondent's name variable is 92 percent, the respondent's answer to the questionnaire variable is 93 percent, and the respondent's location variable is 95 percent. The data was evaluated by all field data collection officers, supervisory officers, and the BPS head.

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Section: B Class Diagrammentioning

confidence: 99%

A Novel Algorithm for Monitoring Field Data Collection Officers of Indonesia's Central Statistics Agency (BPS) Using Web-Based Digital Technology

Hendri¹,

Masriadi²,

Mardison³

2023

Int. J. Adv. Sci. Eng. Inf. Technol.

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“…The design and selection of layouts are an important thing to design, this aims to make the reader comfortable with readability and clarity in a book, the application of the layout of the text made in the form of points can also support the absorption of information easily (Abreu et al, 2017). Harmonious, coherent, and clear layouts can make the information conveyed and understanding easier (Bergström et al, 2022).…”

Section: Development Stagementioning

confidence: 99%

“…This aspect is important because it is hoped that the good material content can improve the quality of learning. The material content can be said to be of high quality if it has appropriate, complete, and coherent material content, supports learning objectives, has clear material content objectives, and uses an image or animation media (Bergström et al, 2022;El Mhouti et al, 2013;Zulfarina et al, 2021). Learning media presented with many pictures can stimulate students' imagination so that students will like what they read and the presentation of material that is not dense can make it easier for students to understand the content of the material so that it can improve student learning outcomes (Alyahya & Nasser, 2019;Küsel et al, 2020).…”

Section: Development Stagementioning

confidence: 99%

Learning media of digital booklets for class VIII junior high school

Andini

Saifuddin

2023

Biosfer

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The learning system that has changed to online causes teachers to be creative in delivering material through digital learning media. Thus, research on the development of booklets into digital learning media needs to be carried out to assist teachers in facilitating learning and assisting students in understanding the material. This study aims to determine the quality and appropriateness of the content and its presentation as a medium for learning science in class VIII SMP material on the structure and function of plant tissue. This research method is a Research and Development (R & D) study, adapted from Thiagarajan’s 4 D (Define, Design, Development, and Disseminate) model. The data taken is the result of product assessment with a data collection instrument in the form of a questionnaire analyzed using descriptive-quantitative data. The resulting assessment from four media experts, four material experts, and a teacher showed the digital booklet in the very good category, with an average of 78.13% (media), 88.28% (material), and 96.88% (teacher). Besides, students gave very good responses., indicated by the acquisition of an average assessment of 94.89%. The digital booklet could be used as an alternative learning media on the structure and function of plant tissue.

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“…Sistem informasi yang dirancang ini menggunakan tools UML. UML adalah standar terbaik untuk representasi perangkat lunak berbasis objek [5]. UML merupakan sebuah bahasa berbasis grafis untuk memvisualisasikan, menspesifikasikan, mengkonstruksi, dan mendokumentasikan sesuatu dari system software.…”

Section: Pendahuluanunclassified

Sistem Informasi Pelaporan Gangguan Jaringan Internet Berbasis Web

Ikhsan,

Asmara,

Syah

2023

Jurnal Pustaka Data

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Penelitian ini dilaksanakan di PT Indonesia Comnet Plus (ICON+) yang bertujuan untuk memecahkan permasalahan mengenai gangguan layanan internet pelanggan. Metode Penelitian yang digunakan adalah penelitian lapangan (Field Research), penelitian perpustakaan (Library Research), penelitian laboraturium (Laboratory Research). Penelitian ini menghasilkan sebuah sistem informasi pelaporan berbasis web untuk pelaporan gangguan layanan internet pada PT Indonesia Comnet Plus (ICON+). Sistem Informasi yang dibangun ini dapat meningkatkan kinerja perusahaan dalam melakukan pelayanan terhadap pelanggan karena dengan system informasi ini adanya kemudahan pelanggan dalam melaporkan adanya gangguan layanan internet, mempermudah admin dalam merespon keluhan pelanggan, sehingga teknisi bisa dengan cepat bisa memperbaiki keluhan pelanggan serta memudahkan proses pembuatan laporan.

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Evaluating the layout quality of UML class diagrams using machine learning

Cited by 15 publications

References 20 publications

A Novel Algorithm for Monitoring Field Data Collection Officers of Indonesia's Central Statistics Agency (BPS) Using Web-Based Digital Technology

A Novel Algorithm for Monitoring Field Data Collection Officers of Indonesia's Central Statistics Agency (BPS) Using Web-Based Digital Technology

Learning media of digital booklets for class VIII junior high school

Sistem Informasi Pelaporan Gangguan Jaringan Internet Berbasis Web

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