Ontologies for decision support system: The study of focus and techniques

Ika Arthalia Wulandari, Dana Indra Sensuse, Adila Alfa Krisnadhi, Izzah Fadhilah Akmaliah, Puji Rahayu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Decision Support System (DSS) is a support tool in helping users to provide suggestions of decisions when the information is disorganized and has a complex problem. Eventually, the dynamics of data on certain domains is unclear, semantic interoperability and heterogeneous data sources. To address solve the problem, the ontology can be applied to perform knowledge representation. The aim of this paper is to discuss the role of ontology in developing DSS as a supporter of multi-criteria decision-making. This study used Kitchenham's methodology to assist in literature review. There are five journals electronic databases selected as references, such as, Science Direct, IEEE, Google Scholar, JSTOR, and Springer Link This study obtained 21 final articles that were synthesized to answer research questions. The ontology-based DSS delivers a deeper analysis of the decision situation and suggests a new methodology which can affords accurate results of calculation. Though most of the studies present that the ontology is not integrated with DSS techniques.

Original languageEnglish
Title of host publicationProceedings of 2018 10th International Conference on Information Technology and Electrical Engineering
Subtitle of host publicationSmart Technology for Better Society, ICITEE 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages609-614
Number of pages6
ISBN (Electronic)9781538647394
DOIs
Publication statusPublished - 13 Nov 2018
Event10th International Conference on Information Technology and Electrical Engineering, ICITEE 2018 - Bali, Indonesia
Duration: 24 Jul 201826 Jul 2018

Publication series

NameProceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018

Conference

Conference10th International Conference on Information Technology and Electrical Engineering, ICITEE 2018
CountryIndonesia
CityBali
Period24/07/1826/07/18

Keywords

  • Competence
  • Decision support system
  • Ontology

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  • Cite this

    Wulandari, I. A., Sensuse, D. I., Krisnadhi, A. A., Akmaliah, I. F., & Rahayu, P. (2018). Ontologies for decision support system: The study of focus and techniques. In Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018 (pp. 609-614). [8534947] (Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineering: Smart Technology for Better Society, ICITEE 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICITEED.2018.8534947