Analisis Tingkat Kepuasan Nasabah Dengan Pendekatan Fuzzy Logic Dalam Upaya Peningkatan Kualitas Pelayanan (Studi Kasus Cujk Batuaji )

Penulis

  • Yohana Ndoya Universitas Putera Batam
  • Anggia Dasa Putri Universitas Putera Batam

Kata Kunci:

Fuzzy Logic, Customer Satisfaction, Service Quality, Product Quality, Price Quality

Abstrak

This research aims to analyze the level of customer satisfaction of CUJK Batuaji using the Fuzzy Logic approach, focusing on four main variables: service quality, product quality, price quality, and atmosphere quality. The Fuzzy Logic approach was chosen because of its flexibility in handling uncertain and ambiguous data, as well as its ability to provide a more accurate picture of customer satisfaction levels. Data is collected through surveys filled out by customers, with each variable assessed on a scale of 1 to 5. The assessment results are converted into fuzzy values and analyzed using predefined fuzzy rules. The inference process was carried out using the Mamdani method, and the final results were defuzzified to obtain a representative crisp value. The research results showed that: Service quality received a score of 78.65, which is in the "High" category; The product quality received a score of 79.37, which is also in the "High" category; Price quality scored 79.13, with the same category, namely "High"; Ambience quality, with a score of 80, is also in the "High" category. With all variables in the "High" category, the overall satisfaction level of CUJK Batuaji customers can be categorized as "Very Satisfied". Based on these findings, several recommendations are provided to maintain and improve service quality, including regular monitoring, staff training, product innovation, competitive pricing, and maintaining comfortable facilities. The Fuzzy Logic approach has proven effective in providing a comprehensive picture of customer satisfaction, which is expected to help CUJK Batuaji achieve continuous improvement in service quality.

Referensi

Ama, Yulius, and Titus Kurra. 2023. “JESCE (Journal of Electrical and System Control Engineering) Analysis of Consumer Satisfaction Based on Service and Food Quality Using the Fuzzy Mamdani Method (Case Study: Cafe Talasi).” Agustus 7(1):33–39. doi: 10.31289/jesce.v6i2.10126.

Apolina CCI, Neilli, and Tutik Ekowati. 2022. “Analisis Tingkat Kepuasan Konsumen Terhadap Kualitas Pelayanan Resep Tunai Di Apotek Kimia Farma Juanda Bogor.” Jurnal Farmamedika (Pharmamedica Journal) 7(2):87–94. doi: 10.47219/ath.v7i2.156.

Bambang Riono, Slamet. 2022. Analisis Strategi Pemasaran Kredit, Prosedur Pemberian Kredit, Dan Kualitas Pelayanan Terhadap Kepuasan Nasabah Koperasi Simpan Pinjam. Vol. 1.

Fadhillah, Y., and N. Aswan. 2022. “… Fuzzy Untuk Menentukan Angka Kepuasan Pelanggan Pada Pengolahan Susu Murni ‘Freak Milk’ Berbasis Web Dengan Menggunakan ….” Jurnal ESTUPRO 7(3).

Handi, Hurriyatul Fitriyah, and Gembong Edhi Setyawan. 2019. “Sistem Pemantauan Menggunakan Blynk Dan Pengendalian Penyiraman Tanaman Jamur Dengan Metode Logika Fuzzy.” Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer 3(4):3258–65.

Kurniawan, R., S. P. Abadi, B. Maani, and ... 2022. “Analisis Kepuasan Nasabah Terhadap Layanan Simpan Pinjam Di BMT UMS Safinatunnajah.” Jurnal Ilmiah Ekonomi Islam 8(03):2657–60.

Laia, Nidarmarni, Walsyukurniat Zendrato, and Indah Permata Sari Lase. 2020. “Pengaruh Kualitas Layanan Terhadap Kepuasan Nasabah Di Koperasi Simpan Pinjam Pengembangan Perdesaan (KSP3) Cabang Amandraya.” Jurnal Pendidikan Ekonomi 2(1):1–12.

Monica, Chintia, and Doni Marlius. 2023. “Pengaruh Kualitas Pelayanan Terhadap Kepuasan Nasabah Pada Bank Nagari Cabang Muaralabuh.” Jurnal Pundi 7(1):53. doi: 10.31575/jp.v7i1.465.

Reza Nurul Ichsan, Ahmad Karim. 2021. “Kualitas Pelayanan Terhadap Kepuasan Nasabah Pt. Jasa Raharja Medan.” Jurnal Penelitian Pendidikan Sosial Humaniora 6(1):54–57. doi: 10.32696/jp2sh.v6i1.729.

Risal, Taufiq. 2019. “Pengaruh Kualitas Pelayanan Terhadap Loyalitas Nasabah Dengan Kepuasan Sebagai Variabel Intervening Pada Bmt Kampoeng Syariah.” JMB (Jurnal Manajemen Dan Bisnis) 1(1).

Sehan, A. 2022. “Analisis Kepuasan Pelanggan Dengan Menggunakan Komparasi Fuzzy Inference System Metode Sugeno Dan Tsukamoto Pada Hotel Kristal Jakarta.” Scientia Sacra: Jurnal Sains, Teknologi Dan … 2(3):239–45.

Simanullang, Rini, and Murni Marbun. 2021. “Analisis Tingkat Kepuasan Penumpang Terhadap Jasa Pelayanan Penyeberangan Menggunakan Metode Logika Fuzzy Servqual Pada PT. ASDP Indonesia Ferry Cabang Sibolga.” Jurnal Nasional Komputasi

Dan Teknologi Informasi (JNKTI) 4(1):96–101. doi: 10.32672/jnkti.v4i1.2746.

Susilawaty, Lilis, and Nicola Nicola. 2020. “Pengaruh Layanan Perbankan Digital Pada Kepuasan Nasabah Perbankan.” Jurnal Manajemen Maranatha 19(2):179–90. doi: 10.28932/jmm.v19i2.2478.

Wahyudi, B., Umiyarzi, E., &. Mapaza 2022. 2022. “Kepuasan Nasabah Terhadap Kualitas Pelayanan Nasabah PT Bank Rakyat Indonesia Unit Tanjung Batu Cabang Kayu Agung. Pada Masa Pandemi Covid 19.” Jurnal Ilmiah Mahasiswa Perbankan Syariah (JIMPA) 2(1):103–12. doi: 10.36908/jimpa.v2i1.55.

Yulianti, Kenny, and Yusmet Rizal. 2022. “Penentuan Tingkat Kepuasaan Pelanggan Dengan Pengambilan Keputusan Menggunakan Metode Fuzzy Tsukamoto (Studi Kasus:Toko Emas Murni Padang).” Journal of Mathematics UNP 7(3):83. doi: 10.24036/unpjomath.v7i3.13003.

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Diterbitkan

2024-09-18

Cara Mengutip

Ndoya, Y. ., & Putri, A. D. . (2024). Analisis Tingkat Kepuasan Nasabah Dengan Pendekatan Fuzzy Logic Dalam Upaya Peningkatan Kualitas Pelayanan (Studi Kasus Cujk Batuaji ). Prosiding, 6, 314–323. Diambil dari https://ejournal.upbatam.ac.id/index.php/prosiding/article/view/9352

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