International Journal of Advances in Intelligent Informatics
Vol 4, No 1 (2018): March 2018

The performance of text similarity algorithms

Didik Dwi Prasetya (Universitas Negeri Malang)
Aji Prasetya Wibawa (Universitas Negeri Malang)
Tsukasa Hirashima (Graduate School of Engineering, Hiroshima University)

Article Info

Publish Date
31 Mar 2018

Abstract

Text similarity measurement compares text with available references to indicate the degree of similarity between those objects. There have been many studies of text similarity and resulting in various approaches and algorithms. This paper investigates four majors text similarity measurements which include String-based, Corpus-based, Knowledge-based, and Hybrid similarities. The results of the investigation showed that the semantic similarity approach is more rational in finding substantial relationship between texts.

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Journal Info
International Journal of Advances in Intelligent Informatics
Website

Abbrev

IJAIN

Publisher

Universitas Ahmad Dahlan

Subject

Computer Science & IT

Description

International journal of advances in intelligent informatics (IJAIN) e-ISSN: 2442-6571 is a peer reviewed open-access journal published three times a year in English-language, provides scientists and engineers throughout the world for the exchange and dissemination of theoretical and ...