Mobile-Based Decision Support System for Recommending Tourism Attraction Using MAGIQ-ARAS Methodology

Gede Surya Mahendra; I Nyoman Indhi Wiradika

doi:10.38043/tiers.v5i2.5655

Authors

Gede Surya Mahendra Universitas Pendidikan Ganesha
I Nyoman Indhi Wiradika Universitas Pendidikan Ganesha

DOI:

https://doi.org/10.38043/tiers.v5i2.5655

Keywords:

Tourism, DSS, MAGIQ, ARAS, Mobile

Abstract

Tourism in Bali faces challenges such as overcrowding, poor management, and diverse visitor preferences, which hinder effective decision-making for tourist destinations. This study introduces an Android-based DSS using the MAGIQ-ARAS. The MAGIQ method simplifies the weighting process, while the ARAS method evaluates alternatives to produce utility-based rankings. Together, MAGIQ-ARAS provide a structured approach for generating tourist recommendations tailored to user preferences. The research follows a combination of the CRISP-DM framework for data preparation and the Waterfall Model for system development. Field studies, interviews, and literature reviews informed the design of a mobile application that integrates MAGIQ and ARAS. Black-box testing verified functionality, and accuracy testing using a confusion matrix evaluated the alignment between recommendations and user preferences. The results demonstrate the system's effectiveness, achieving 90% accuracy in matching recommendations with user preferences. Black-box testing confirmed that all features, including preference weighting and interactive navigation, operated as intended. The system simplifies MCDM and enhances user satisfaction through its efficient and user-friendly interface. The study concludes that the MAGIQ-ARAS-based mobile application offers a reliable solution for tourist recommendations. Future work should explore real-time data integration and expand application to other tourism regions to enhance adaptability and usability.

Downloads

Download data is not yet available.

References

W. Wattanacharoensil and D. La-ornual, A systematic review of cognitive biases in tourist decisions, Tourism Management, vol. 75, pp. 353369, Dec. 2019.

R. Rijanta and M. Baiquni, Rembug Pageblug: Dampak, Respons, dan Konsekuensi Pandemi Covid-19 dalam Dinamika Wilayah, Open Science Framework, preprint, Feb. 2021.

G. S. Mahendra and N. K. A. P. Sari, Perancangan Sistem Pendukung Keputusan dengan Metode AHP-VIKOR dalam Penentuan Pengembangan Ekowisata Pedesaan, in Prosiding Seminar Nasional FTIS, UNHI 2019. Agro-Ekosistem: Manajemen Pemanfaatan Sumber Daya Alam Secara Bijaksana, 2019, vol. 1, pp. 1534.

G. S. Mahendra and I. G. Hendrayana, Consequences of Misclassification in Data Categorization for Tourism Attraction Recommendation DSS Using ARAS, TIERS, vol. 5, no. 1, pp. 5264, Jun. 2024.

G. S. Mahendra and I. N. I. Wiradika, Sistem Pendukung Keputusan Pemilihan Daya Tarik Wisata Favorit Menggunakan PIPRECIA-CoCoSo dengan Implementasi Python, TEKNOMATIKA, vol. 14, no. 01, pp. 112, Mar. 2024.

G. S. Mahendra and K. Y. E. Aryanto, SPK Penentuan Lokasi ATM Menggunakan Metode AHP dan SAW, TEKNOSI, vol. 5, no. 1, pp. 4956, Apr. 2019.

G. S. Mahendra and I. P. Y. Indrawan, Metode AHP-TOPSIS Pada Sistem Pendukung Keputusan Penentuan Penempatan Automated Teller Machine, JST, vol. 9, no. 2, pp. 130142, Oct. 2020.

G. S. Mahendra and P. G. S. C. Nugraha, Komparasi Metode AHP-SAW dan AHP-WP pada SPK Penentuan E-Commerce Terbaik di Indonesia, JUSTIN, vol. 8, no. 4, pp. 346356, Oct. 2020.

J. Kuswanto, M. N. A. Kodri, T. Devana, L. Pebriantika, and S. Ningsih, Implementation of Simple Additive Weighting For Scholarship Admission Selection, TIERS Information Technology Journal, vol. 4, no. 1, pp. 17, Jun. 2023.

G. S. Mahendra, L. P. D. Tampubolon, Herlinah, S. Arni, L. P. I. Kharisma, M. G. Resmi, I. G. I. Sudipa, Khairunnisa, A. A. G. B. Ariana, S. Syam, and Edi, Sistem Pendukung Keputusan: Teori dan Penerapannya dalam Berbagai Metode. Jambi: PT. Sonpedia Publishing Indonesia, 2023.

G. S. Mahendra, I. W. W. Karsana, and A. A. I. I. Paramitha, DSS for best e-commerce selection using AHP-WASPAS and AHP-MOORA methods, MATRIX, vol. 11, no. 2, pp. 8194, Jul. 2021.

G. S. Mahendra and E. Hartono, Implementation of AHP-MAUT and AHP-Profile Matching Methods in OJT Student Placement DSS, CIT-MEDICOM, vol. 13, no. 1, pp. 1321, Mar. 2021.

G. S. Mahendra, R. Wardoyo, Y. P. Pasrun, I. G. I. Sudipa, Khairunnisa, I. N. T. A. Putra, I. K. A. G. Wiguna, I. G. A. A. M. Aristamy, L. P. I. Kharisma, Muh. N. Sutoyo, I. B. G. Sarasvananda, A. T. Sumpala, R. Rasyid, and F. Wahyudi, Implementasi Sistem Pendukung Keputusan: Teori & Studi Kasus. Bali: PT. Sonpedia Publishing Indonesia, 2023.

G. S. Mahendra, A. Lee, and G. D. S. Muni, Sistem Pendukung Keputusan Menggunakan Metode FUCOM-MOORA untuk Penentuan Maskapai Favorit, SISTEMASI, vol. 10, no. 3, pp. 562574, Oct. 2021.

G. S. Mahendra, Implementation of the FUCOM-SAW Method on E-Commerce Selection DSS in Indonesia, TECH-E, vol. 5, no. 1, pp. 7585, Sep. 2021.

C. Gracia and W. T. Atmojo, Implementation of SAW and TOPSIS in Decision Support System to Decide The Best Midfielder in A Football League, TIERS Information Technology Journal, vol. 3, no. 2, pp. 7683, Dec. 2022.

G. S. Mahendra, Sistem Pendukung Keputusan: Metode Fundamental & Perkembangannya. PT. Sonpedia Publishing Indonesia, 2024.

G. S. Mahendra, P. G. S. C. Nugraha, N. W. Wardani, and N. M. M. R. Desmayani, Pemilihan Penerima Pinjaman Koperasi pada Sistem Pendukung Keputusan Menggunakan FUCOM-COPRAS, JMTI, vol. 12, no. 1, pp. 1520, May 2022.

G. S. Mahendra, SPK Penerima Bantuan Sosial Menggunakan Metode BWM-SAW dengan Metodologi Team Data Science Process (TDSP), SINTECH, vol. 5, no. 2, pp. 181190, Oct. 2022.

I. B. K. Sandhisutra, D. P. E. K. Dewi, N. L. G. P. D. Parwathi, G. S. Mahendra, and N. M. M. R. Desmayani, Implementasi Metode CoCoSo pada Sistem Pendukung Keputusan Pemilihan Hotel di Kabupaten Buleleng, SEIS, vol. 4, no. 1, pp. 19, Jan. 2024.

N. K. T. Y. Pratiwi, P. A. E. D. Wasundhari, K. Nikova, and G. S. Mahendra, Rekomendasi Hotel di Kawasan Lovina Menggunakan Sistem Pendukung Keputusan dengan Metode WASPAS, JUNSIBI, vol. 5, no. 1, pp. 3040, Apr. 2024.

V. Rahman and D. H. Qudsi, Decision Support System For Selection of Prospective Members of BLM Polytechnic Caltex Riau Using The Weighted Product Method, TIERS Information Technology Journal, vol. 4, no. 1, pp. 5665, Jun. 2023.

G. S. Mahendra, Decision Support System Using FUCOM-MARCOS for Airline Selection In Indonesia, JITK, vol. 8, no. 1, pp. 19, Aug. 2022.

G. S. Mahendra and E. Hartono, Komparasi Analisis Konsistensi Metode AHP-MAUT dan AHP-PM pada SPK Penempatan Siswa OJT, JUTIK, vol. 7, no. 2, pp. 164176, Jan. 2021.

G. S. Mahendra, P. G. S. C. Nugraha, I. P. Y. Indrawan, and I. M. S. Ramayu, Implementasi Pemilihan Maskapai Penerbangan Menggunakan FUCOM-MABAC pada Sistem Pendukung Keputusan, SMARTAI, vol. 1, no. 1, pp. 1122, Jan. 2022.

J. D. McCaffrey, Using the Multi-Attribute Global Inference of Quality (MAGIQ) Technique for Software Testing, in 2009 Sixth International Conference on Information Technology: New Generations, Las Vegas, NV, USA, 2009, pp. 738742.

E. W. Ambarsari, V. Rahman, and W. N. Cholifah, Applying IROC Method in Patent Submission Evaluation in Indonesia: A Comparison with MAGIQ and AHP, Bulletin of Informatics and Data Science, vol. 2, no. 2, pp. 4856, Mar. 2024.

V. Rahman, E. W. Ambarsari, and F. R. Andrari, Pemenuhan Persyaratan Permohonan Paten dengan Metode Multi-Attribute Global Inference of Quality (MAGIQ), TIN: Terapan Informatika Nusantara, vol. 4, no. 1, pp. 4551, Jun. 2023.

R. Subagio, E. W. Ambarsari, and R. Hikmah, Penerapan Metode SWOT-MAGIQ Sebagai Strategi Peningkatan Pelayanan Jasa Laundry, TIN: Terapan Informatika Nusantara, vol. 3, no. 12, pp. 479485, May 2023.

E. K. Zavadskas and Z. Turskis, A New Additive Ratio Assessment (ARAS) Method in Multicriteria DecisionMaking, Technological and Economic Development of Economy, vol. 16, no. 2, pp. 159172, Jun. 2010.

A. Alinezhad and J. Khalili, New Methods and Applications in Multiple Attribute Decision Making (MADM), 1st ed. Switzerland: Springer, 2019, p. 236.

M. Adnan, R. Adin, Z. Nuni, . Stevi, and S. Sremac, Selection of transportation mean using integrated FUCOM-ARAS model, st and, p. 6, 2019.

G. S. Pramudya, I. Permadi, and N. Chasanah, Implementation of the ELECTRE Method in the Recommendation System and API Service Provision for Tourist Destinations in Banyumas Regency with Interactive Mapping, Jurnal Teknik Informatika (Jutif), vol. 5, no. 1, pp. 211219, Feb. 2024.

A. F. Sari, S. N. bela Sapira, E. A. A. Dewi, and A. P. R. Pinem, Penerapan Metode EDAS dan ROC Dalam Rekomendasi Objek Wisata Pantai Terbaik, Journal of Computer System and Informatics (JoSYC), vol. 5, no. 2, pp. 334345, Feb. 2024.

Y. Setiawan and T. Wiharko, Implementasi Metode MOORA Pada Sistem Pendukung Keputusan Rekomendasi Destinasi Wisata Pendakian Gunung di Bandung Raya, Digital Transformation Technology, vol. 3, no. 2, pp. 515523, Oct. 2023.

J. Hutagalung, Sistem Pendukung Keputusan Pemilihan Destinasi Wisata Halal Menggunakan Metode EDAS, KLIK: Kajian Ilmiah Informatika dan Komputer, vol. 3, no. 2, pp. 173180, Oct. 2022.

R. Silitonga, Y. Vitriani, E. Haerani, and F. Kurnia, Sistem Rekomendasi Tempat Wisata di Provinsi Riau dengan Metode Simple Additive Weighting (SAW), KLIK: Kajian Ilmiah Informatika dan Komputer, vol. 3, no. 6, pp. 934944, Jun. 2023.