EDUMATIC: Jurnal Pendidikan Informatika
Vol 4, No 2 (2020): Edumatic: Jurnal Pendidikan Informatika

Evaluation of Rapidminer-Aplication in Data Mining Learning using PeRSIVA Model

Muhammad Zamroni Uska (Department of Informatics Education, Universitas Hamzanwadi)
Rasyid Hardi Wirasasmita (Department of Informatics Education, Universitas Hamzanwadi)
Usuluddin Usuluddin (Department of English Education, Universitas Hamzanwadi)
Baiq Desi Dwi Arianti (Department of Informatics Education, Universitas Hamzanwadi)



Article Info

Publish Date
20 Dec 2020

Abstract

RapidMiner is an application that is used to analyze data quantities and qualitatively to obtain information and knowledge as expected. This software is implemented to process data using several methods or algorithms in Data Minig learning. However, when using this software, users sometimes cannot distinguish between various methods or algorithms in Data Mining. Therefore, it is necessary to evaluate to optimize the use of this software in data mining learning. This study focuses on RapidMiner evaluation of data mining learning using the Persiva model. This model consists of aspects of satisfaction, behavior, impact, and effectiveness. The data collection technique was in the form of a questionnaire with 48 subjects. Data analysis used is descriptive statistics to determine satisfaction, behavior and effects. Meanwhile, Think-Aloud Retrospective technique is used to determine the effectiveness of RapidMiner. Our findings show that users are satisfied with the results of respondents on average agreeing (80%), in the aspect of behavior and impact, the percentage results are above 80%, and the use of this application has been effective with a completion rate above 90%. So it can be concluded that by using this application in data mining learning users can easily complete tasks, and be motivated, and add insights and knowledge in relevant disciplines.  

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Journal Info

Abbrev

edumatic

Publisher

Subject

Computer Science & IT Education

Description

EDUMATIC: Jurnal Pendidikan Informatika (e-ISSN: 2549-7472) adalah jurnal ilmiah bidang pendidikan informatika yang diterbitkan oleh Universitas Hamzanwadi dua kali setahun yaitu pada bulan Juni dan Desember. Adapun fokus dan skup jurnal ini adalah (1) Komputer dan Informatika dalam Pendidikan; (2) ...