Knowledge Management for Electronic-Based Government System Using Semantic Thesaurus

DOI: https://doi.org/10.21609/jiki.v16i2.1148

Abstract

Sistem Pemerintahan Berbasis Elektronik (SPBE), the electronic-based government system, is Indonesia’s egovernment policy providing services to citizens through information and communication technology. Knowledge containing SPBE must be managed in various ways, one of which is the creation of an SPBE thesaurus to facilitate access and search for SPBE-related items using words or terms about it. In this study, we provide an overview of the thesaurus development process that has complied with the ISO 25964 standard and uses the Simple Knowledge Organization System (SKOS) as the application of the thesaurus in the web environment. Basic concepts or related terms and relationships between concepts have been linked with similar concepts in other thesauri that have existed before. This research also looks at the process of automating the recognition of related terms in internet articles using Word2Vec and Doc2Vec. In the process of adding terms, we discover challenges in filtering terms, determining relationships between terms, and determining reciprocal relationships between terms.

Author Biographies

Nuraisa Novia Hidayati, National Research and Innovation Agency

Engineer Staff in Research Center for Artificial Intelligence and Cybersecurity department

Agoeng Srimoeljanto, National Research and Innovation Agency

Research Center for Artificial Intelligence and Cybersecurity

Published
2023-07-03
How to Cite
Hidayati, N. N., & Srimoeljanto, A. (2023). Knowledge Management for Electronic-Based Government System Using Semantic Thesaurus. Jurnal Ilmu Komputer Dan Informasi, 16(2), 103-113. https://doi.org/10.21609/jiki.v16i2.1148
Issue
Vol. 16 No. 2 (2023): Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Information)
Section
Articles

Authors who publish with this journal agree to the following terms:

  1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
  2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
  3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).