TY - GEN
T1 - Evaluation of enrichment in ontology-based knowledge management system
AU - Dessy Hariyanti, Ni Kadek
AU - Linawati, Linawati
AU - Made Oka Widyantara, I.
AU - Putra Sastra, Nyoman
AU - Adisusilo, Anang Kukuh
AU - Wayan Budi Sentana, I.
AU - Dewa Made Bayu Atmaja Darmawan, I.
PY - 2023
Y1 - 2023
N2 - Ontology is an organization of knowledge that can represent knowledge in a structured manner. An ontology-based Knowledge Management System is a system that combines elements of knowledge management with the application of ontology as a knowledge base. Meanwhile, knowledge is dynamic and continues to develop all the time, giving rise to new knowledge. Therefore, the ontology must be updated regularly through ontology enrichment to meet adequate knowledge requirements. Ontology enrichment is carried out to ensure that the ontology remains relevant and responsive to developments in its knowledge domain. However, there are no standard stages in implementing enrichment in ontology-based Knowledge Management systems. Therefore, this research conducted a literature review to determine when and how to apply enrichment in ontology development. Data was obtained from related journals in 2018 - 2023. The method used in this research is the Systematic Literature Review method to systematically identify, review, evaluate, and interpret all available research in the area of interest with specific relevant research questions. The research results show that the ontology enrichment procedure generally includes preprocessing stages, relation extraction, and enrichment processes. Ontology enrichment is generally applied during the development of a new ontology as part of the ontology development cycle and on existing ontologies, which are a separate stage from the initial ontology development cycle. Based on these findings, the researcher provides recommendations for researchers who want to use or develop new ontology enrichment methods.
AB - Ontology is an organization of knowledge that can represent knowledge in a structured manner. An ontology-based Knowledge Management System is a system that combines elements of knowledge management with the application of ontology as a knowledge base. Meanwhile, knowledge is dynamic and continues to develop all the time, giving rise to new knowledge. Therefore, the ontology must be updated regularly through ontology enrichment to meet adequate knowledge requirements. Ontology enrichment is carried out to ensure that the ontology remains relevant and responsive to developments in its knowledge domain. However, there are no standard stages in implementing enrichment in ontology-based Knowledge Management systems. Therefore, this research conducted a literature review to determine when and how to apply enrichment in ontology development. Data was obtained from related journals in 2018 - 2023. The method used in this research is the Systematic Literature Review method to systematically identify, review, evaluate, and interpret all available research in the area of interest with specific relevant research questions. The research results show that the ontology enrichment procedure generally includes preprocessing stages, relation extraction, and enrichment processes. Ontology enrichment is generally applied during the development of a new ontology as part of the ontology development cycle and on existing ontologies, which are a separate stage from the initial ontology development cycle. Based on these findings, the researcher provides recommendations for researchers who want to use or develop new ontology enrichment methods.
KW - ontology
KW - ontology enrichment
KW - enrichment
KW - knowledge management system
KW - ontology development
UR - http://www.scopus.com/inward/record.url?scp=85187553295&partnerID=8YFLogxK
U2 - 10.1109/ICSGTEIS60500.2023.10424116
DO - 10.1109/ICSGTEIS60500.2023.10424116
M3 - Conference proceeding contribution
AN - SCOPUS:85187553295
SN - 9798350382839
SP - 29
EP - 34
BT - 2023 International Conference on Smart-Green Technology in Electrical and Information Systems (ICSGTEIS)
PB - Institute of Electrical and Electronics Engineers (IEEE)
CY - Piscataway, NJ
T2 - 2023 International Conference on Smart-Green Technology in Electrical and Information Systems, ICSGTEIS 2023
Y2 - 2 November 2023 through 4 November 2023
ER -