Decision Support System for SmartPhone Selection with AHP-VIKOR Method Recommendations
DOI:
10.33395/sinkron.v8i2.11845Keywords:
AHP, Eliminasi VIKOR, Index rating, Multi-criteria, SmartPhone.Abstract
Produce products that have various features and diverse functions, which are able to provide convenience with the reliability of their features and functions. The advantages possessed by SmartPhone become more confident for users to assess the level of product intelligence, the more trustworthy. The purpose of this research is to provide additional knowledge on the selection of SmartPhone to the user in having a product with various benefits. The more criteria that become a barometer, the more difficult it is to choose a product in the form of a SmartPhone. Thus, the right method is needed to perform the selection of the SmartPhone. There are several methods offered to carry out the selection process for SmartPhones, namely the Analytic Hierarchy Process (AHP) method combined with the VIKOR elimination method. Both of these methods are very supportive in the selection process with many types of criteria and their meanings against these criteria. A number of criteria that serve as a barometer for selecting object-based applications are Operating System, Processor, Internal Memory, External Memory, Back Camera, Front Camera, Battery, Cassing Model, Screen Size, Wight and Price. Of the eleven criteria have two different characteristics of understanding. The results of this study can be seen explicitly on the selection of SmartPhones through the acquisition of the smallest Qi index with the three highest ratings, namely the first ranked Samsung Galaxy A3 (0.00) the second is the Xiaomi Mi 4C with an index of 0.19, the third is the Lenovo Vibe K5 Plus with index 0.31. Thus it can be said that the collaboration of the AHP and VIKOR Elimination methods is able to provide optimal decision-making support.
Downloads
References
Abastante, F., Bottero, M., & Lami, I. M. (2012). Using the Analytic Network Process for Addressing a Transport Decision Problem. International Journal of the Analytic Hierarchy Process, 4(1). https://doi.org/10.13033/ijahp.v4i1.119
Adams, W., & Rokou, E. (2016). Why Simplify AHP? International Journal of the Analytic Hierarchy Process, 8(2), 382–384. https://doi.org/10.13033/ijahp.v8i2.417
Destiana. (2019). Pengaruh teknologi informasi berbasis android (Smartphone) dalam pendidikan industry 4.0. Prosiding Seminar Nasional Pendidikan Program Pascasarjana Universitas Pgri Palembang, 190–197.
Dianawati, F., & Rebecca, P. (2019). Analytic hierarchy process (AHP) and goal programming in selecting new rest area location in Trans Jawa highway. ACM International Conference Proceeding Series, 233–236. https://doi.org/10.1145/3364335.3364393
Farkas, A. (2007). The analysis of the principal eigenvector of pairwise comparison matrices. Acta Polytechnica Hungarica, 4(2), 1–17.
Gumay, L. A., Purwandari, B., Raharjo, T., Wahyudi, A., & Purwaningsih, M. (2020). Identifying Critical Success Factors for Information Technology Projects with an Analytic Hierarchy Process: A Case of a Telco Company in Indonesia. ACM International Conference Proceeding Series, 108–112. https://doi.org/10.1145/3379310.3379326
Haji, M., Kamankesh, M. R., Jamshidi, M., Daghineh, M., & Shaltooki, A. A. (2019). A multi-criteria ranking algorithm based on the VIKOR method for meta-search engines. International Journal on Informatics Visualization, 3(3), 248–254. https://doi.org/10.30630/joiv.3.3.269
Ishak, A., Asfriyati, & Nainggolan, B. (2020). Integration of Fuzzy AHP-VIKOR Methods in Multi Criteria Decision Making: Literature Review. IOP Conference Series: Materials Science and Engineering, 1003(1). https://doi.org/10.1088/1757-899X/1003/1/012160
Ishizaka, A., & Labib, A. (2009). Analytic Hierarchy Process and Expert Choice: Benefits and limitations. OR Insight, 22(4), 201–220. https://doi.org/10.1057/ori.2009.10
Jones, R. M. (2018). Algebraic Structures of Mathematical Foundations. Open Journal of Philosophy, 08(04), 401–407. https://doi.org/10.4236/ojpp.2018.84027
Lipovetsky, S. (2011). an Interpretation of the Ahp Global Priority As the Eigenvector Solution of an Anp Supermatrix. International Journal of the Analytic Hierarchy Process, 3(1), 70–78. https://doi.org/10.13033/ijahp.v3i1.90
Mardani, A., Zavadskas, E. K., Govindan, K., Senin, A. A., & Jusoh, A. (2016). VIKOR technique: A systematic review of the state of the art literature on methodologies and applications. Sustainability (Switzerland), 8(1), 1–38. https://doi.org/10.3390/su8010037
Perdana, A., & Budiman, A. (2021). Journal of Computer Networks , Architecture and High Performance Computing College Ranking Analysis Using VIKOR Method Journal of Computer Networks , Architecture and High Performance Computing. Journal of Computer Networks, Architecture and High Permformance Computing, 3(2), 241–248.
Rawashdeh, A., Matalkah, B., & Hammouri, A. (2017). A hybrid AHP-VIKOR methodology to evaluate for adoption COTS database components based on usability. International Journal of Computer Applications in Technology, 56(4), 264–274. https://doi.org/10.1504/IJCAT.2017.089090
Saaty, T. L. (2010). The Eigenvector In Lay Language 2 . What we learn when we have measurement. 2(2), 163–169.
Safrizal, M. (2015). Sistem Pendukung Keputusan Pemilihan Karyawan Teladan dengan Metode SMART (Simple Multi Attribute Rating Technique). Jurnal CoreIT, 1(2), 25–29.
Sarwar, M., & Soomro, T. R. (2013). Impact of Smartphone ’ s on Soci ety. European Journal of Scientific Research, 98(2), 216–226.
Siregar, D., Nurdiyanto, H., Sriadhi, S., Suita, D., Khair, U., Rahim, R., Napitupulu, D., Fauzi, A., Hasibuan, A., Mesran, M., & Utama Siahaan, A. P. (2018). Multi-Attribute Decision Making with VIKOR Method for Any Purpose Decision. Journal of Physics: Conference Series, 1019(1). https://doi.org/10.1088/1742-6596/1019/1/012034
The, F. O. R., Person, L. A. Y., & Lipovetsky, S. (1936). An Interpretation Of The AHP Eigenvector Solution GfK Custom Research North America 8401 Golden Valley Rd ., Minneapolis , MN 55427 , USA 2 . The AHP solution and its interpretation for the maximum eigenvalue λ yields the principal eigenvector α which ser. International Journal of Analytic Hierarchy Process, 2(2), 158–162.
Waas, D. V., Sudipa, I. G. I., Agus, I. P., & Darma, E. (2022). Comparison of Final Results Using Combination AHP-VIKOR And AHP-SAW Methods In Performance Assessment ( Case Imanuel Lurang Congregation ). International Journal of Information & Technology, 5(158), 612–623.
Wang, T. (2019). The information security risk assessment model based on improved ELECTRE method. ACM International Conference Proceeding Series, 570–574. https://doi.org/10.1145/3377170.3377181
Wibawa, A. P., Fauzi, J. A., Isbiyantoro, S., Irsyada, R., Dhaniyar, & Hernández, L. (2019). VIKOR multi-criteria decision making with AHP reliable weighting for article acceptance recommendation. International Journal of Advances in Intelligent Informatics, 5(2), 160–168. https://doi.org/10.26555/ijain.v5i2.172
Downloads
How to Cite
Issue
Section
License
Copyright (c) 2022 Akmaludin Akmaludin
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.