Implementasi Kombinasi LOPCOW dan Operational Competitiveness Rating Analysis Dalam Rekomendasi Tempat Wisata Indoor

Authors

  • Gde Denny Setiawan Universitas Teknokrat Indonesia
  • A. Ferico Octaviansyah Pasaribu Universitas Teknokrat Indonesia

DOI:

https://doi.org/10.32528/justindo.v9i2.1914

Keywords:

Decision, Combination, LOPCOW, Objective, OCRA

Abstract

Indoor attractions offer an exciting and comfortable holiday experience, especially for those who want to avoid extreme weather or want indoor comfort. The selection of indoor attractions is often faced with various problems involving distance, price, rating, and cleanliness. All these factors must be carefully considered to ensure that the chosen indoor attraction can provide a satisfying and enjoyable experience. The application of a combination of Logarithmic Percentage Change-Driven Objective Weighting (LOPCOW) and Operational Competitiveness Rating Analysis (OCRA) in the performance evaluation of business alternatives offers an innovative and robust approach to decision making. LOPCOW allows objective determination of criteria weighting based on logarithmic percentage changes, emphasizing the dynamics of relative performance changes between criteria. Integration with OCRA, which evaluates operational competitiveness through efficient ratio analysis. The ranking results showed that the first best rank was obtained by Puncak Mas with a final value of 1.2596, the second-best rank was obtained by Wira Garden with a final value of 1.1607, the third best rank was obtained by Lampung Walk with a final value of 1.0289. The combination of these two methods increases the accuracy and reliability of ranking results, assisting decision makers in choosing truly superior alternatives based on relevant and up-to-date data. By utilizing data-driven analysis and robust methodologies, the decision-making process becomes more efficient and can be done faster, saving time and resources.

References

Ainul Faris and Andrey Kartika Widhy Hapantenda (2024) ‘Sistem Pendukung Keputusan Rekomendasi Tempat Wisata Di Pulau Bawean Menggunakan Metode Analytical Hierarchy Process’, SABER : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi, 2(1 SE-Articles), pp. 289–299. Available at: https://doi.org/10.59841/saber.v2i1.855.

Alavi, B., Tavana, M. and Mina, H. (2021) ‘A Dynamic Decision Support System for Sustainable Supplier Selection in Circular Economy’, Sustainable Production and Consumption, 27, pp. 905–920. Available at: https://doi.org/10.1016/j.spc.2021.02.015.

Anwar, S.K., Priyanto, A. and Ramdani, C. (2021) ‘Sistem Pendukung Keputusan Pemilihan Objek Wisata Menggunakan Metode AHP’, J-SAKTI (Jurnal Sains Komputer dan Informatika), 5(1), pp. 270–279. Available at: https://doi.org/10.30645/j-sakti.v5i1.320.

Chan, H.K., Sun, X. and Chung, S.-H. (2019) ‘When should fuzzy analytic hierarchy process be used instead of analytic hierarchy process?’, Decision Support Systems, 125, p. 113114.

Coccia, A. et al. (2024) ‘Biomechanical Effects of Using a Passive Exoskeleton for the Upper Limb in Industrial Manufacturing Activities: A Pilot Study’, Sensors, 24(5), p. 1445. Available at: https://doi.org/10.3390/s24051445.

Deveci, M. et al. (2024) ‘Evaluation of intelligent transportation system implementation alternatives in metaverse using a Fermatean fuzzy distance measure-based OCRA model’, Information Sciences, 657, p. 120008. Available at: https://doi.org/10.1016/j.ins.2023.120008.

Dhruva, S. et al. (2024) ‘Selection of Suitable Cloud Vendors for Health Centre: A Personalized Decision Framework with Fermatean Fuzzy Set, LOPCOW, and CoCoSo’, Informatica, 35(1), pp. 65–98. Available at: https://doi.org/10.15388/23-INFOR537.

Ecer, F., Küçükönder, H., et al. (2023) ‘Sustainability performance analysis of micro-mobility solutions in urban transportation with a novel IVFNN-Delphi-LOPCOW-CoCoSo framework’, Transportation Research Part A: Policy and Practice, 172, p. 103667. Available at: https://doi.org/10.1016/j.tra.2023.103667.

Ecer, F., Ögel, İ.Y., et al. (2023) ‘The q-rung fuzzy LOPCOW-VIKOR model to assess the role of unmanned aerial vehicles for precision agriculture realization in the Agri-Food 4.0 era’, Artificial Intelligence Review, 56(11), pp. 13373–13406. Available at: https://doi.org/10.1007/s10462-023-10476-6.

Gaol, D.F.S.L., Saragih, N.F. and Simanullang, H.G. (2024) ‘Sistem Pengambilan Keputusan Pemilihan Tempat Wisata Menggunakan Metode Multi Attribut Utility Theory (MAUT)(Studi Kasus: Tempat Wisata di Serdang Bedagai)’, METHOTIKA: Jurnal Ilmiah Teknik Informatika, 4(1), pp. 79–89.

Judijanto, L. and Junaidi, A. (2024) ‘Potensi Pajak Daerah Atas Objek Wisata dalam Upaya Meningkatkan Pendapatan Asli Daerah (PAD) Malang Jawa Timur’, Jurnal Akuntansi Dan Keuangan West Science, 3(02), pp. 139–149. Available at: https://doi.org/10.58812/jakws.v3i02.1176.

Liu, T., Gao, K. and Rong, Y. (2024) ‘An integrated picture fuzzy operational competitiveness ratings group decision approach for evaluating the enterprise digital transformation capability’, Granular Computing, 9(2), p. 32. Available at: https://doi.org/10.1007/s41066-024-00451-z.

Lukic, R. and Zekic, B.H. (2021) ‘Evaluation of transportation and storage efficiency in Serbia based on ratio analysis and the OCRA method’, Business Logistics in Modern Management, 21, pp. 189–200.

Mishra, A.R. et al. (2023) ‘An Integrated Intuitionistic Fuzzy Closeness Coefficient-Based OCRA Method for Sustainable Urban Transportation Options Selection’, Axioms, 12(2), p. 144. Available at: https://doi.org/10.3390/axioms12020144.

Monari, E. et al. (2024) ‘Physical Ergonomics Monitoring in Human–Robot Collaboration: A Standard-Based Approach for Hand-Guiding Applications’, Machines, 12(4), p. 231. Available at: https://doi.org/10.3390/machines12040231.

Pramuditya, A., Darwis, D. and Setiawansyah, S. (2024) ‘Kombinasi Logarithmic Percentage Change-Driven Objective Weighting dan Complex Proportional Assessment Dalam Penentuan Supplier Perlengkapan Olahraga’, Journal of Computer System and Informatics (JoSYC), 5(3), pp. 660–669. Available at: https://doi.org/10.47065/josyc.v5i3.5160.

Rong, Y. et al. (2024) ‘The FMEA model based on LOPCOW-ARAS methods with interval-valued Fermatean fuzzy information for risk assessment of R&D projects in industrial robot offline programming systems’, Computational and Applied Mathematics, 43(1), p. 25. Available at: https://doi.org/10.1007/s40314-023-02532-2.

Setiawansyah, S. et al. (2024) ‘Hybrid Logarithmic Percentage Change-Driven Objective Weighting and Grey Relational Analysis Method in Employee Contract Renewal’, TIN: Terapan Informatika Nusantara, 4(12), pp. 758–768. Available at: https://doi.org/10.47065/tin.v4i12.5121.

Setiawansyah, S. and Sulistiyawati, A. (2024) ‘Penerapan Metode Logarithmic Percentage Change-Driven Objective Weighting dan Multi-Attribute Utility Theory dalam Penerimaan Guru Bahasa Inggris’, Journal of Artificial Intelligence and Technology Information, 2(2), pp. 62–75. Available at: https://doi.org/10.58602/jaiti.v2i2.119.

Siregar, V. and Rochmawati, N. (2023) ‘Penerapan Metode Vikor dalam PenentuanRekomendasi Objek Wisata Terbaik Surabaya di Masa Pandemi Covid-19’, Journal of Informatics and Computer Science (JINACS), 4(04), pp. 458–468. Available at: https://doi.org/10.26740/jinacs.v4n04.p458-468.

Sulistiani, H. et al. (2023) ‘Employee Performance Evaluation Using Multi-Attribute Utility Theory (MAUT) with PIPRECIA-S Weighting: A Case Study in Education Institution’, in 2023 International Conference on Informatics, Multimedia, Cyber and Informations System (ICIMCIS), pp. 369–373. Available at: https://doi.org/10.1109/ICIMCIS60089.2023.10349017.

Tiacci, L. (2024) ‘Assigning rest times to workers in assembly lines with ergonomically hazardous tasks: an approach to defend companies’ profitability’, International Journal of Production Research, 62(4), pp. 1239–1261. Available at: https://doi.org/10.1080/00207543.2023.2180304.

Ulutaş, A. et al. (2020) ‘A New Hybrid MCDM Model for Personnel Selection Based on a Novel Grey PIPRECIA and Grey OCRA Methods’, Mathematics, 8(10), p. 1698. Available at: https://doi.org/10.3390/math8101698.

Published

2024-08-01

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Section

Articles