Pengembangan Sistem Rekomendasi Melalui Pendekatan Web Semantik dan Simple Additive Weighting (SAW)

Authors

  • Cokorda Pramartha Universitas Udayana
  • I Putu Indie Surya Jayadi
  • I Dewa Made Bayu Atmaja

DOI:

https://doi.org/10.31598/sintechjournal.v5i2.1216

Keywords:

Mobile Phone, Ontology, Simple Additive Weighting, Recommendation System, Methontology

Abstract

Indonesia is one of the countries that have the largest growth after China and India in the use of mobile phones. eMarkerter published that the number of mobile phone users in Indonesia increased by 37.1% from 2016 to 2019 and in 2019 it reached 92 million users. This study aims to develop a mobile phone recommendation system with a semantic web approach using the Simple Additive Weighting Method (SAW). The prototype system available online at http://mobile.oss.web.id that has 3 main features, namely searching, browsing, and recommendation features. The process of searching, browsing, and recommending the system using information that has been stored in Ontology. Meanwhile, the recommendation mechanism uses the SAW method as a method of calculating the weight of each cellphone and the weight of the criteria. Evaluation of functional requirements system using Black-Box testing approach, while evaluation of non-functional requirement systems using Technology Acceptance Model (TAM) approach by involving 32 respondents. The final result of the evaluation shows that the system functionality is running well as expected. Moreover, the evaluation of the non-functionality of the system showed that on average the respondents involved in the study agreed that the system developed was useful and easy to use

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References

Ramaita, R., A. Armaita, and P. Vandelis, Hubungan ketergantungan smartphone dengan kecemasan (nomophobia). Jurnal Kesehatan, 2019. 10(2): p. 289846.

Novianti, K.D.P., Implementasi Methontology untuk Pembangunan Model Ontologi Program Studi Pada Perguruan Tinggi di Bali. Jurnal Teknoif, 2016. 4(1).

Pramartha, C., Pengembangan Ontologi Tujuan Wisata Bali Dengan Pendekatan Kulkul Knowledge Framework. SINTECH (Science and Information Technology) Journal, 2020. 3(2): p. 77-89.

Badron, Y.F., F. Agus, and H.R. Hatta. Studi Tentang Pemodelan Ontologi Web Semantik Dan Prospek Penerapan Pada Bibliografi Artikel Jurnal Ilmiah. in dalam Prosiding Seminar Ilmu Komputer dan Teknologi Informasi, Samarinda. 2017.

Indrayasa, I.W.G. and C. Pramartha, Ontology-based Approach: A Smartphone Knowledge Representation. JELIKU (Jurnal Elektronik Ilmu Komputer Udayana), 2021(1): p. 1-10%V 10.

Pramartha, C. and J.G. Davis, Digital Preservation of Cultural Heritage: Balinese Kulkul Artefact and Practices, in Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection: 6th International Conference, EuroMed 2016, Nicosia, Cyprus, October 31 – November 5, 2016, Proceedings, Part I, M. Ioannides, et al., Editors. 2016, Springer International Publishing. p. 491-500.

Wardana, M. and C. Pramartha, Development of Semantic Ontology Modeling in Knowledge Representation of Balinese Gamelan Instruments. Jurnal Elektronik Ilmu Komputer Udayana, 2019. 8(2): p. 145-152.

Harsiti, H. and H. Aprianti, Sistem Pendukung Keputusan Pemilihan Smartphone dengan Menerapkan Metode Simple Additive Weighting (SAW). JSiI (Jurnal Sistem Informasi), 2017. 4.

Pramartha, C. and N.P.S.H. Mimba, Udayana University International Student Management: A Business Process Reengineering Approach. ComTech: Computer, Mathematics and Engineering Applications, 2020. 11(2): p. 57-64.

Pramartha, C., J.G. Davis, and K.K.Y. Kuan, A Semantically-Enriched Digital Portal for the Digital Preservation of Cultural Heritage with Community Participation, in Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection: 7th International Conference, EuroMed 2018, Nicosia, Cyprus, October 29 – November 3, 2018, Proceedings. 2018, Springer International Publishing.

Pramartha, C., I.B.A.I. Iswara, and I.K.A. Mogi, Digital Humanities: Community Participation in the Balinese Language Digital Dictionary. Jurnal Sistem Informasi (Journal of Information System), 2020. 16(2): p. 18-30.

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Published

2022-10-28

How to Cite

[1]
C. Pramartha, I. P. I. S. . Jayadi, and I. D. M. B. . Atmaja, “Pengembangan Sistem Rekomendasi Melalui Pendekatan Web Semantik dan Simple Additive Weighting (SAW)”, SINTECH Journal, vol. 5, no. 2, pp. 139-153, Oct. 2022.

Issue

Vol. 5 No. 2 (2022): SINTECH Journal Edition Oktober 2022

Section

Articles

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Copyright (c) 2022 Cokorda Pramartha, I Putu Indie Surya Jayadi, I Dewa Made Bayu Atmaja

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