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Open access Jurnal SINTA 2

Ontology-based Complementary Breastfeeding Search Model

IJCCS (Indonesian Journal of Computing and Cybernetics Systems) · Vol. 16 No. 3 (2022) · pp. 239–250

DOI
10.22146/ijccs.71963
ISSN
2460-7258, 1978-1520
Published
2022-07-31
Publisher
IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.
Language
eng
License
creativecommons.org/licenses/by-sa/4.0

Abstract

Children's nutritional requirements differ from those of adults. The health ministry's Indonesian data shows that in 2017, there were 17.8% of malnourished children under five years old (toddlers), one of which was related to complementary breastfeeding problems. Complementary breastfeeding is given to babies starting at 6–24 months of age. This research aims to build a complementary breastfeeding search model and be able to present it as a treatment for malnourished babies. A search model is built to understand natural language input given by a user. Also, it can do reasoning by applying a set of rules to obtain implicit knowledge about the complementary breastfeeding menu recommended for babies. The methods used in this research are data collection, designing a search model, building an ontology model, building SWRL, natural language processing, and usability testing by users and nutritionists. This research succeeded in building an ontology-based complementary breastfeeding search model in the form of a semantic web. The testing result shows that the web can provide an alternative complementary breastfeeding menu according to the baby’s nutritional needs and has a high usability capability of 4.01 on a scale of 1 to 5.

Keywords

Collaboration network of the authors

34 authors · 95 co-authorship links · 9 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Universitas Gadjah Mada
  • Sebelas Maret University
  • Udayana University
  • Universitas Teknokrat Indonesia
  • National Central University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Aina MusdholifahUniversitas Gadjah Mada3
Mutiara Auliya KhadijaSebelas Maret University2
Agus PurbayuSebelas Maret University2
Sahirul Alim Tri BawonoSebelas Maret University2
Sri HaryatiSebelas Maret University2
Azhari SnUniversitas Gadjah Mada2
Yohanes SuyantoUniversitas Gadjah Mada2
Abdul AzizSebelas Maret University1
Daaniis Raditya Pramoda WardaniSebelas Maret University1
Rafael Kurniawan Albyseptra PratamaSebelas Maret University1
Abdul AzizSebelas Maret University1
Aubin Sava RausanfikerSebelas Maret University1
Bagus Brang WicaksonoSebelas Maret University1
Shafwan Eksa JayadiSebelas Maret University1
Adriana Sari AryaniAffiliation unknown1
Ilham UnggaraUniversitas Gadjah Mada1
Abram Setyo PrabowoUniversitas Gadjah Mada1
Yayang Eluis Bali MawartikaUniversitas Gadjah Mada1
Yessi YunitasariUniversitas Gadjah Mada1
Retantyo WardoyoUniversitas Gadjah Mada1
Ida Bagus Gede SarasvanandaUdayana University1
Muhammad Asaduddin HazaziUniversitas Gadjah Mada1
Auliya Rahman IsnainUniversitas Teknokrat Indonesia1
Sri T. HartatiUniversitas Gadjah Mada1
Ainil MardiahUniversitas Gadjah Mada1
Annisaa UtamiUniversitas Gadjah Mada1
Agus HarjokoUniversitas Gadjah Mada1
Alfian Abdul JalidUniversitas Gadjah Mada1
Aditya PermanaUniversitas Gadjah Mada1
Timothy K. ShihNational Central University1
Dian EkapratiwiUniversitas Gadjah Mada1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.ugm.ac.id/ijccs/oai, first harvested 26 Okt 2026, last seen 26 Okt 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en-US">Ontology-based Complementary Breastfeeding  Search Model</dc:title>
	<dc:creator>Paradhita, Astrid Noviana</dc:creator>
	<dc:creator>Sari, Anny Kartika</dc:creator>
	<dc:creator>Sihabuddin, Agus</dc:creator>
	<dc:subject xml:lang="en-US">Magister of Computer Science and Electronics</dc:subject>
	<dc:subject xml:lang="en-US">Ontology; semantic; SWRL; NLP</dc:subject>
	<dc:description xml:lang="en-US">Children's nutritional requirements differ from those of adults. The health ministry's Indonesian data shows that in 2017, there were 17.8% of malnourished children under five years old (toddlers), one of which was related to complementary breastfeeding problems. Complementary breastfeeding is given to babies starting at 6–24 months of age. This research aims to build a complementary breastfeeding search model and be able to present it as a treatment for malnourished babies. A search model is built to understand natural language input given by a user. Also, it can do reasoning by applying a set of rules to obtain implicit knowledge about the complementary breastfeeding menu recommended for babies. The methods used in this research are data collection, designing a search model, building an ontology model, building SWRL, natural language processing, and usability testing by users and nutritionists. This research succeeded in building an ontology-based complementary breastfeeding search model in the form of a semantic web. The testing result shows that the web can provide an alternative complementary breastfeeding menu according to the baby’s nutritional needs and has a high usability capability of 4.01 on a scale of 1 to 5.</dc:description>
	<dc:publisher xml:lang="en-US">IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.</dc:publisher>
	<dc:contributor xml:lang="en-US"></dc:contributor>
	<dc:date>2022-07-31</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
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	<dc:identifier>https://journal.ugm.ac.id/ijccs/article/view/71963</dc:identifier>
	<dc:identifier>10.22146/ijccs.71963</dc:identifier>
	<dc:source xml:lang="en-US">IJCCS (Indonesian Journal of Computing and Cybernetics Systems); Vol 16, No 3 (2022): July; 239-250</dc:source>
	<dc:source>2460-7258</dc:source>
	<dc:source>1978-1520</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.ugm.ac.id/ijccs/article/view/71963/34373</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2022 IJCCS (Indonesian Journal of Computing and Cybernetics Systems)</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
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