Indonesian Journal of Computer Science
Vol. 12 No. 3 (2023): Indonesian Journal of Computer Science Volume 12. No. 3 (2023)

Semantic Information Search with Automatic Ontology Creation in Regulations National Standards for Higher Education in Indonesia

Nadila Wirdatul Hidayah (Politeknik Elektronika Negeri Surabaya)
Ali Ridho Barakbah (Unknown)
Iwan Syarif (Unknown)

Article Info

Publish Date
05 Jul 2023

Abstract

In Indonesia, there are around ten types of legal products that contain higher education regulations. With a large number of articles, more effort is needed when users search for links between one article and another. Based on these problems, it is necessary to have an automatic article representation search system using an automatic ontology. Ontology refers to the hierarchical structure of entities and their relationships. In this paper, the results of the development of an information retrieval system with an automated ontology will be explained. This system describes a process begins with receiving input of higher education regulatory files which are used as data samples Permendikbud No 3 of 2020. Then split the data into articles, paragraphs and contents which are then formed ontologies by building 3 detection functions (Definitive Creation, Compound Creation, and Reference Detection). System output has an accuracy of search results reaching an accuracy of 92.5%.

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Journal Info
Indonesian Journal of Computer Science
Website

Abbrev

ijcs

Publisher

STMIK Indonesia Padang

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering

Description

The scope of IJCS includes general computer science, information system, information technology, artificial intelligence, big data, industrial revolution 4.0, and general ...