Ontology-based Complementary Breastfeeding Search Model

https://doi.org/10.22146/ijccs.71963

Astrid Noviana Paradhita(1*), Anny Kartika Sari(2), Agus Sihabuddin(3)

(1) Diploma of Business Management, Vocational School, Sebelas Maret University
(2) Department of Computer Science and Electronics, FMIPA UGM, Yogyakarta
(3) Department of Computer Science and Electronics, FMIPA UGM, Yogyakarta
(*) Corresponding Author

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


Ontology; semantic; SWRL; NLP

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References

[1] Kemenkes RI, 2018, Situasi Balita Stunting di Indonesia, Kementerian Kesehatan RI, 1, 2

[2] Ikatan Dokter Anak Indonesia, 2011, Asuhan Nutrisi Pediatrik, UKK Nutrisi Dan Penyakit Metabolik, 24

[3] R. Burke, 2007, The Adaptive Web (Vol, 4321), https://doi,org/10,1007/978-3-540-72079-9

[4] H. Gorski’s, L. Aleksejeva & I. Poļaka, 2018, Database Concepts in a Domain Ontology, Information Technology and Management Science, 20(1), 69–73, https://doi,org/10,1515/itms-2017-0012

[5] T. Muthuraman & G. Sankaran, 2014, A framework for a personalized decision support system for the healthcare application, Health Science Journal, 8(2), 262–270

[6] K. Abhishek & M. Singh, 2016, An ontology-based decision support for tuberculosis management and control in India, International Journal of Engineering and Technology, 8(6), 2860–2877, https://doi,org/10,21817/ijet/2016/v8i6/160806247

[7] R. F. Alharbi, J. Berri & S. El-Masri, 2015, Ontology-based clinical decision support system for diabetes diagnostic, Proceedings of the 2015 Science and Information Conference, SAI 2015, (July), 597–602, https://doi,org/10,1109/SAI,2015,7237204

[8] P. Doshi & V. Pandya, 2015, A Review on Design and Development of Decision Support System for Right Understanding About Some Food Products Supported By Issn : 2278-6252 Introduction : International Journal of Advanced Research in Engineering and Applied Sciences, 4(4), 43–52

[9] T. Muthuraman & G. Sankaran, 2014, A rule-based decision support system for aiding vitamin D deficiency management, Indian Journal of Science and Technology, 7(1), 48–52

[10] C. Agusniar, 2017, Pencarian makanan dan resep masakan berbasis ontologi untuk penderita penyakit (studi kasus : asam urat, diabetes melitus dan hipertensi), Thesis, Universitas Gadjah Mada

[11] BPOM RI, 2013, Informasi kandungan gizi pangan jajanan anak sekolah, Jakarta: Badan POM RI

[12] Institute of Nutrition, of, 2014, ASEAN Food Composition Database ASEANFOODS Regional Centre and IN FOODS Regional Database Centre (1st ed,), Thailand: ASEANFOODS Regional Centre

[13] S. Size & A. Pears, 2004, Fruit & Vegetable Nutrition Facts Chart, Dole Food Company

[14] B. Stadlmayr, R. Wijesinha-bettoni, D. Haytowitz, D. Rittenschober, J. Cunningham, R. Sobolewski & U. R. Charrondiere, 2011, Infoods guidelines for food matching, Roma: Food and Agriculture Organization

[15] Department of Health Australia, 2014, Healthy food for babies and toddlers, In Australian Guide to Healthy Eating (1st ed, pp, 1–44), New South Wales: Commonwealth of Australia

[16] A. Istiany & A. B. Febry, 2017, 350 Resep MPASI & Makanan Sehat untuk Anak (K, Ayu, Ed,), Jakarta: Demedia

[17] A. Savitri, 2018, BUKU PINTAR 365 HARI MPASI TERLENGKAP,pdf (E, Namara, Ed,), Bantul: Idesegar

[18] S. Soedibyo & F. Winda, 2017, Pemberian Makanan Pendamping Air Susu Ibu pada Bayi yang Berkunjung ke Unit Pediatri Rawat Jalan, Sari Pediatri, 8(4), 270, https://doi,org/10,14238/sp8,4,2007,270-5

[19] K. F. Michaelsen, L. Weaver, F. Branca & A. Robertson, 2003, Feeding and Nutrition of Infants and Young Children (87th ed, F, Theakston, Ed,), Copenhagen: World Health Organization

[20] R. Dhaked, & M. C. Gupta, 2016, A critical review of malnutrition and its management 1 1 2, International Journal of Medical and Health Research, 2(4), 43–47

[21] H. Kismul, J. Broeck, Van Den & T. M. Lunde, 2014, Diet and kwashiorkor : a prospective study from rural DR Congo, PeerJ, p, 17, https://doi,org/10,7717/peerj,350

[22] RSCM, 2015, From Zero to Three: Golden Period for Golden Future (6th ed,; D, R, Sjarif & K, Yuliarti, Eds,), Jakarta: Departemen Ilmu Kesehatan Anak FKUI-RSCM

[23] G. Srivastava, 2017, Protein Calorie Malnutrition, Food, and Nutrition Journal, 2(04), 2–5, https://doi,org/10,29011/2575-7091,100036

[24] D. Muchtadi, 2001, TIMBULNYA PENYAKIT DEGENERATIF ( Vegetables as Sources of Dietary Fiber to Prevent Degenera6]tive Diseases ), Jurnal Teknologi Dan Industri Pangan, XII(1), 61–71

[25] J. Rubin & D. Chisnell, 2008, Handbook of Usability Testing How to Plan, Design, and Conduct Effective Tests (2nd ed,), Canada: Wiley Publishing, Inc



DOI: https://doi.org/10.22146/ijccs.71963

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