The performance of text similarity algorithms
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 i...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | EJournal Article |
| Published: |
Universitas Ahmad Dahlan,
2018-03-31.
|
| Subjects: | |
| Online Access: | Get Fulltext |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| LEADER | 01731 am a22002893u 4500 | ||
|---|---|---|---|
| 001 | IJAIN_152_ijain_v4i1_p63-69 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Prasetya, Didik Dwi |e author |
| 100 | 1 | 0 | |e contributor |
| 700 | 1 | 0 | |a Prasetya Wibawa, Aji |e author |
| 700 | 1 | 0 | |a Hirashima, Tsukasa |e author |
| 245 | 0 | 0 | |a The performance of text similarity algorithms |
| 260 | |b Universitas Ahmad Dahlan, |c 2018-03-31. | ||
| 500 | |a https://ijain.org/index.php/IJAIN/article/view/152 | ||
| 520 | |a 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. | ||
| 540 | |a Copyright (c) 2018 Didik Dwi Prasetya, Aji Prasetya Wibawa, Tsukasa Hirashima | ||
| 540 | |a https://creativecommons.org/licenses/by-sa/4.0 | ||
| 546 | |a eng | ||
| 690 | |a Similarity measure; String-based; Corpus-based; Knowledge-based; Text Mining | ||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n International Journal of Advances in Intelligent Informatics; Vol 4, No 1 (2018): March 2018; 63-69 | |
| 786 | 0 | |n 2548-3161 | |
| 786 | 0 | |n 2442-6571 | |
| 787 | 0 | |n https://ijain.org/index.php/IJAIN/article/view/152/ijain_v4i1_p63-69 | |
| 856 | 4 | 1 | |u https://ijain.org/index.php/IJAIN/article/view/152/ijain_v4i1_p63-69 |z Get Fulltext |