Decision Support System for Service Quality Using SMART and Fuzzy ServQual Methods
DOI:
https://doi.org/10.30595/juita.v9i1.9644Keywords:
Decision Support System, SMART, Fuzzy Service QualityAbstract
The Regional Technical Implementation Unit of the Tresna Werdha Social Home for the Elderly of Natar South Lampung does not yet have a systematic calculation, which can be a parameter of the quality level of each service. This study develops a system to solve the problem of the calculation gap between perceptions and expectations in determining the quality level of each service, namely the Decision Support System using the Simple Multi-Attribute Rating Technique Method (SMART) and Fuzzy Service Quality. The results showed that the SMART method obtained an accuracy rate of 85.71%, 75.00% Precision, 100% Recall, and 100% Specificity, while the Fuzzy Service Quality method obtained an accuracy rate of 71.43%, 66.67% Precision, 66.67% Recall, and 75.00% Specificity. So that the Simple Multi-Attribute Rating Technique Method (SMART Method) is superior, so it is more appropriate to solve the problem of decision-making on the level of service quality at the Regional Technical Implementation Unit of the Tresna Werdha Elderly Social Home, Natar South Lampung.
References
[1] I. M. A. Santosa, “Perancangan Sistem Pendukung Keputusan Pemilihan Sekolah Menggunakan Metode SMART,” in Konferensi Nasional Sistem & Informatika 2017, 2017, pp. 446–451.
[2] R. A. Suherdi, T. Rohmat, Yanuardi, and A. A. Permana, “Penerapan Metode AHP Dalam Sistem Pendukung Keputusan Kenaikan Pangkat Pegawai Di Bandan Kepegawaian dan Pengembangan Sumber Daya Manusia Kota Rangerang,” in Prosiding SINTAK, 2018, pp. 522–528.
[3] F. Mochammad, F. Syarief, and S. Suwandana, “Analisis dan Perancangan Decision Support System Menentukan Angkat Kredit Dengan Metode SAW (Simple Additive Weighting) Pada Leasing OTO Finance Batan,” J. Sist. Inf. dan Manaj., vol. 6, no. 1, 2018.
[4] J. Siregar, “Sistem Pendukung Keputisan Pemberian KPR (Kredit Pemilikan Rumah) Untuk Nasabah Pemohon Menggunakan Metode TOPSIS (Studi Kasus PT. Bank Centra Asia.TBK,” J. Pelita Inform., vol. 6, no. 1, pp. 129–136, 2017.
[5] A. Rahmatulloh and R. Rianto, “Sistem Pendukung Keputusan Layanan Verifikator Pengadaan dengan Metode Simple Multi Attribute Rating Technique (SMART),” JUITA, vol. VI, no. 2, pp. 99–111, 2018.
[6] J. Prayudha, A. Pranata, and A. Al Hafiz, “Implementasi Metode Fuzzy Logic Untuk Sistem Pengukuran Kualitas Udara di Kota Medan Berbasis Internet of Things (IOT),” J. Teknol. dan Sist. Inf., vol. IV, no. 2, pp. 141–148, 2018.
[7] A. T. P. Abza, “Identifikasi Tingkat Kepuasan Pelayanan Konsumen Industri Televisi Berlangganan Dengan Logika Fuzzy Metode Tsukamoto,” J. Intra-Tech, vol. 2, no. 1, pp. 16–30, 2018.
[8] A. Ikhwan, M. Badri, M. Andriani, and N. Saragih, “Analisis Tingkat Kepuasan Pelanggan Menggunakan Fuzzy Mamdani ( Studi Kasus : Busrain Bakery ),” Sains dan Komput., vol. 18, no. 2, pp. 147–153, 2019.
[9] M. Dahria, S. N. Arief, I. Santoso, and R. Kustini, “Sistem Pendukung Keputusan Menentukan Tingkat Kepuasan Customer Terhadap Pelayanan Jasa Kebersihan Di PT . Sas Menggunakan Metode Fuzzy Asosiative Memory,” J. Teknol. Sist. Inf. dan Sist. Komput. TGD, vol. 3, no. 1, pp. 1–10, 2020.
[10] D. Suranti and Y. Yupianti, “Implementasi Fuzzy Servqual dalam Evaluasi Kualitas Pelayanan Penyuluh Pertanian,” J. Teknol. dan Sist. Komput., vol. 7, no. 4, pp. 147–153, 2019.
[11] M. Guntur and R. Yanto, “Penerapan Metode SMART untuk Seleksi Kelayakan Penerima Bantuan Pengembangan Usaha Pangan Masyarakat,” Telematika, vol. 12, no. 2, pp. 149–159, 2019.
[12] S. R. Andani and A. S. P. Keputusan, “Penerapan Metode SMART Dalam Pengambilan Keputusan Penerima Beasiswa Yayasan AMIK Tunas Bangsa,” J. Sist. dan Teknol. Inf., vol. 7, no. 3, pp. 166–170, 2019.
[13] T. Magrisa, K. Diah, and K. Wardhani, “Implementasi Metode SMART Pada Sistem Pendukung Keputusan Pemilihan Kegiatan Ekstrakurikuler Untuk Siswa SMA,” Inform. Mulawarman J. Ilm. Ilmu Komput., vol. 13, no. 1, 2018.
[14] N. F. Kartika, “Implementasi Fuzzy - Service Quality Terhadap Tingkat Kepuasan Layanan,” J. Ilm. SISFOTENIKAJ, vol. 7, no. 1, pp. 38–49, 2017.
[15] Frieyadie and D. Alramuri, “Implementasi Metode Fuzzy Servqual Untuk Menilai Pelayanan Customer Service Terhadap Kepuasan Pelanggan di PT. Telkom,” J. Techno Nusa Mandiri, vol. 14, no. 2, pp. 111–115, 2018.
[16] E. Sutinah and O. R. Simamora, “Metode Fuzzy Servqual Dalam Mengukur Kepuasan Pasien Terhadap Kualitas Layanan BPJS Kesehatan,” J. Inform., vol. 5, no. 1, pp. 90–101, 2018.
[17] N. F. Kartika and Suprayogi, “Implementasi Fuzzy - Service Quality Terhadap Tingkat Kepuasan Layanan Mahasiswa,” J. Ilm. SISFOTENIKA, vol. 7, no. 1, pp. 38–49, 2017.
Downloads
Published
How to Cite
Issue
Section
License

JUITA: Jurnal Informatika is licensed under a Creative Commons Attribution 4.0 International License.