Fuzzy logic algorithm and analytic network process (ANP) for boarding houses searching recommendations


Wawan Gunawan(1*);

(1) Universitas Mercu Buana
(*) Corresponding Author

  

Abstract


Finding a boarding house is usually done manually or by visiting the boarding house in person. Several choices of boarding houses make boarding house seekers have to make choices according to the desired criteria, so it takes quite a long time. A decision support system is a system that can be used to help make decisions based on existing criteria for determining several alternatives to be selected. The methods used in this research are the Analytic Network Process (ANP) and the Fuzzy Logic method. This study employed several criteria in providing recommendations, including distance, price, facilities, security, number of spaces, parking space and convenience. The weighting of these criteria used the fuzzy logic method based on the priority scale determined by the boarding house seekers. This system has provided a recommendation for boarding houses based on the results of the calculation process using the ANP method and weighting using fuzzy logic. The result of calculations shows that the highest value was obtained by Munawar kos (boarding house) with a value of 6.55% and followed by Diding kos with a value of 6.52%.

Keywords


Analytic Network Process ; Fuzzy Logic; DSS; boarding house; recommendation

  
  

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doi  https://doi.org/10.33096/ilkom.v13i1.750.18-30
  

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References


A. Rachmawati, Membangun Informasi Layanan Umum Rumah Kos Melalui Aplikasi Berbasis Web, [Building Information on Public Service Boarding Houses Through Web-Based Applications] J. Ilm. FIFO, vol. 9, no. 2, p. 155, 2017, doi:10.22441/fifo.2017.v9i2009.

B. Harijanto, N. A. Tamara, and Y. Ariyanto, Pengembangan Aplikasi Pemilihan Kost Di Kota Malang Dengan Metode Ahp Dan Promethee, [Developing boarding house selection application in Malang City using the Ahp and Promethee Methods] J. Inform. Polynema, vol. 4, no. 3, p. 229, 2018, doi:10.33795/jip.v4i3.212.

H. Supriyono and C. P. Sari, Developing decision support systems using the weighted product method for house selection, AIP Conf. Proc., vol. 1977, 2018, doi:10.1063/1.5042905.

U. Wardhani and M. A. Nur, Sistem Pendukung Keputusan Pemilihan Tempat Kos Untuk Mahasiswa Di Luwuk Banggai Dengan Metode Saw (Simple Additive Weighting), [Decision Support System for Choosing a Boarding Houses for Students in Luwuk Banggai Using the Saw Method (Simple Additive Weighting)] Jtriste, vol. 4, no. 1, pp. 914, 2017.

M. Abdillah, Ilhamsyah, and R. Hidayati, Penerapan Metode Analytic Network Process (ANP) Berbasis Android Sebagai Sistem Pendukung Keputusan Dalam Pemilihan Tempat Kos, [The Application of the Android-Based Analytic Network Process (ANP) Method as a Decision Support System in the Selection of Boarding Houses] J. Coding, Engineering System. computer. Untan, vol. 6, no. 03, pp. 1222, 2018.

N. Slamet, Sistem penunjang keputusan pemilihan rumah kontrakan untuk keluarga di kota malang menggunakan metode fuzzy sugeno, [Decision support system for the selection of rent house for family in the city of malang using the fuzzy sugeno method] Dec. 2017.

E. Panggabean, Sistem Pendukung Keputusan Penentuan Lokasi Perumahan Ideal Menggunakan Metode Fuzzy Simple Additive Weighting, [Decision Support System for Determining Ideal Housing Location Using Fuzzy Simple Additive Weighting Method] vol. IV, no. 1, pp. 1217, 2015.

I. Gunawan Indragunawan, D. Risdayati, and M. Si, The function of implementation of social control to bording houses in simpang new tampan, pekanbaru, Riau University, 2017.

F. Sudiran, Potensi rumah kos-kostan di samarinda untuk menjadi mata pencaharian rakyat yang menghasilkan income sehingga menjadi profesi, [The potential of boarding houses in samarinda for people's livelihood that generating income to become a profession," LEGALITAS, vol. 2, no. 2, pp. 7485, Apr. 2018, doi:10.31293/LG.V2I2.3393.

S. J. D. R. Secretariat General of the House of Representatives of the Republic of Indonesia, Peraturan Tata Tertib Dewan Perwakilan Rakyat Republik Indonesia (Keputusan DPR RI No.16/DPR RI/1999-2000), [The Regulation of the Order of the House of Representatives of the Republic of Indonesia (DPR RI Decree No. 16/DPR RI/1999-2000)," 1999.

D. Nuruliyah and A. Aji, Edu Geography Analisis Preferensi Pemilihan Kos - Kosan Mahasiswa Universitas Negeri, [Edu Geography Analysis of Preferences for Selecting Boarding Houses of State University Students] vol. 7, no. 2, pp. 95103, 2019.

B. Setyadin and M. Pd, Analisis faktor-faktor yang menjadi pertimbangan mahasiswa dalam memilih tempat kos di kelurahan sumbersari kota malang, [Analysis of Consideration Factors by University Students in choosing a boarding house in Sumbersari Village, Malang City] no. 1, 2010.

AH Azhar and RA Destari, Optimasi Decision Support System (DSS) Pemilihan Paket Layanan Internet Prabayar Dengan Metode ANP, [The Optimization of Decision Support System (DSS) Selection of Prepaid Internet Service Packages Using the ANP Method] J-SAKTI (Jurnal Sains Komput. dan Inform., vol. 3, no. 2, p. 183 , 2019, doi:10.30645/j-sakti.v3i2.139.

A. Rusydiana, Aam S; Devi, Analytic Network Process : Pengantar Teori dan Aplikasi, [Analytic Network Process: An Introduction to Theory and Applications] 2013.

A. H. Azhar, R. A. Destari, L. Wahyuni, and F. Harahap, Improvement accuracy of oil meal packaging with ANP method, 2017 5th Int. conf. CyberIT Serv. Manag. CITSM 2017, 2017, doi:10.109/CITSM.2017.8089309.

W. A. Syafei, K. Kusnadi, and B. Surarso, Penentuan Priorita Perbaikan Jalan Berbasis Metode Analytic Network Process Sebagai Komponen Menuju Kota Cerdas, [Priority Determination of Road Improvement Based on Analytic Network Process Method as Component Towards Smart City] J. Sist. inf. Business, vol. 6, no. 2, p. 105, 2016, doi:10.21456/vol6iss2pp105-113.

M. S. Bathin and D. Ramayanti, SOBATHUNI : Aplikasi Rumah Sewa Berbasis Web, [SOBATHUNI: Web-Based Rental House Applications] J. Edukasi dan Peneliti. Inform., vol. 5, no. 2, p. 183, 2019, doi:10.26418/jp.v5i2.330452.


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