Record Details

Semantic Search for Scientific Articles by Language Using Cosine Similarity Algorithm and Weighted Tree Similarity

Journal of Development Research

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Field Value
 
Title Semantic Search for Scientific Articles by Language Using Cosine Similarity Algorithm and Weighted Tree Similarity
 
Creator Rifai, Muhamad Aldi
Anugrah, Indra Gita
 
Subject Semantic Search
Scientific Articles
Cosine Similarity
Weighted Tree Similarity
 
Description The activity of writing scientific articles by academics at universities is one of the activities that is often carried out, but when writing scientific articles problems arise regarding the difficulty of finding ideas, literature studies, and reference sources that you want to use as references when writing. Sometimes when searching on a search engine, we have trouble finding the right document, because usually, the keywords we are looking for are not in the title section but another part of the structure. Since most search engines only match titles, other structures are usually excluded from matching. So that the search results that we do sometimes don't match what we want. In addition, usually, each scientific article has many language differences in its structure as found in the abstract section. To detect similarities through the structure of scientific articles, an algorithm is used, namely weighted tree similarity, and to detect language using the N-gram algorithm, then the cosine similarity algorithm can be used to check the level of similarity in keyword text with text in scientific articles.
 
Publisher Lembaga Penelitian dan Pengabdian Masyarakat Universitas Nahdlatul Ulama Blitar
 
Date 2021-11-29
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
 
Format application/pdf
 
Identifier https://journal.unublitar.ac.id/jdr/index.php/jdr/article/view/150
10.28926/jdr.v5i2.150
 
Source Journal of Development Research; Vol. 5 No. 2 (2021): Volume 5, Number 2, November 2021; 106-114
2579-9347
2579-9290
 
Language eng
 
Relation https://journal.unublitar.ac.id/jdr/index.php/jdr/article/view/150/92
 
Rights Copyright (c) 2021 Journal of Development Research
http://creativecommons.org/licenses/by-sa/4.0