International Journal of Engineering and Emerging Technology
Vol 5 No 2 (2020): July - December

Implementation of Document Clustering in Online News Using K-Means Clustering

Yogiswara Dharma Putra (Department of Electrical and Computer Engineering, Post Graduate Program, Udayana University)
Ni Wayan Sri Ariyani (Department of Electrical and Computer Engineering, Post Graduate Program, Udayana University)
Ida Bagus Alit Swamardika (Department of Electrical and Computer Engineering, Post Graduate Program, Udayana University)

Article Info

Publish Date
13 Dec 2020

Abstract

The development of technology when making an explosion of the number of news or news documents that are very much on the internet, it is necessary to have clustering done in dividing these documents so that they can be adjusted based on the category of the online news. Application of document clustering can increase the effectiveness of information retrieval by referring to a hypothesis that relevant documents will tend to be in the same cluster if a collection of documents has been clustered. This research aims to try to do clustering on online news about Covid-19 taken from three online news websites contained in XML files. K-Means clustering is used as a grouping of online news by using an open-source application, Carrot2 Workbench which turns out to be able to generate nine clusters of "Covid-19" queries entered in the Carrot2 application.

Copyrights © 2020




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
International Journal of Engineering and Emerging Technology
Website

Abbrev

ijeet

Publisher

Universitas Udayana

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Mechanical Engineering

Description

International Journal of Engineering and Emerging Technology is the biannual official publication of the Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University. The journal is open to submission from scholars and experts in the wide areas of engineering, such as civil ...