Prosiding Seminar Nasional Teknologi Informasi dan Bisnis
Prosiding Seminar Nasional Teknologi Informasi dan Bisnis (SENATIB) 2023

CRISP-DM: Metodologi Proyek Data Science

Afika Rianti (Universitas Pendidikan Indonesia)
Nuur Wachid Abdul Majid (Universitas Pendidikan Indonesia)
Ahmad Fauzi (Universitas Pendidikan Indonesia)



Article Info

Publish Date
25 Jul 2023

Abstract

This research is motivated by the development of data science which is increasingly popular. To support this development, especially in the field of research, methodologies are needed so the projects created can be well structured and organized. This research aims to discuss one of the most widely used data science methodologies, that’s cross industry standard process for data mining (CRISP-DM). This research used a type of literature review research with data collection technique used literature study. Based on the research that has been conducted, it can be concluded that CRISP-DM methodology can be used in the field of data science projects precisely in the areas of data mining, artificial intelligence, machine learning, deep learning, big data, data analysis, and data analytics. This methodology has six stages that each of these stages has different phases from one to another. For those phases, researchers can follow phases that have been commonly used in other studies or can adjust according to their respective projects. Then as a consideration in using CRISP-DM methodology, it can be considered based on the benefits and challenges of it.

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Journal Info

Abbrev

Senatib

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mechanical Engineering Physics

Description

Prosiding SENATIB adalah kegiatan seminar berskala nasional yang diselenggarakan oleh Fakultas Ilmu Komputer Universitas Duta Bangsa Surakarta dalam rangka diseminasi hasil penelitian tentang teknologi informasi dan bisnis. Diharapkan pada tahun 2022 melalui penerbitan prosiding ini dapat terwujud ...