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Nur Rohman
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Journal : Jurnal Pilar Nusa Mandiri

 1 
CLUSTERING OF POPULAR SPOTIFY SONGS IN 2023 USING K-MEANS METHOD AND SILHOUETTE COEFFICIENT Rohman, Nur; Wibowo, Arief
Jurnal Pilar Nusa Mandiri Vol. 20 No. 1 (2024): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Pe
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v20i1.4937

Abstract

The rapid advancement of technology and globalization in this era has brought about comprehensive and easily accessible music streaming services, one of which is Spotify. According to Kompas.com, Spotify has experienced a rise in subscribers up to 130 million, as a platform that offers various features besides music streaming. Spotify also provides a better user experience and has the ability to compete with other music streaming platforms. The mission of this research is to classify popular Spotify song data in 2023, which can aid in a deeper understanding of listener preferences or music trends. Based on the test results, there were 2 clusters obtained with cluster 0 containing 863 data and cluster 1 containing 90 data. From the testing results conducted in the K-Means analysis, a Silhouette Coefficient of 0.81 was obtained, which falls into the category of Strong Structure. From these results, it can be suggested that cluster formation was done very well to provide more personalized and relevant music recommendations to Spotify platform users. By understanding the preferences and patterns of listeners revealed through clustering, streaming services can enhance user experience by providing more tailored content.
Co-Authors A Halim Abdul Hakim Prima Yuniarto Abdul Matin Bin Salman Afreni Hamidah Agustina, Elvinda Bendra Ali Mujahidin Alim, Muhammad Bachrun Amin Kiswantoro Aminuyati Andika, Alek Anisah Anita Dewi Utami Annisa Annisa Ari Indriani Arief Wibowo Asep Syaiful Bahri, Asep Syaiful Ashartono, Rakhmat Asih Asih, Asih Asih Wiranti, Dwiana Ayuningtyas, Dian Cahyo Hasanudin Dar Kasih Day Ramadhani Amir Dian Ratna Puspananda Dwi Erna Novianti Efendi, M Shofriyan Eko Haryanto Faizah, Jihan Billah Fauziah, Zuliani Fhadlilla Fharhah, Syilla Firzatullah, Raden Muhamad Fisa, Triansyah Fresiliasari, Oktavie Hamdi Putra Ahmad Hamidaturrohmah, Hamidaturrohmah Hartono, Agus Budi Hasan, Khairuddin Hayatri, Maria Ana Sila Hendratono, Tonny Herman Herman Hermansyah Hermansyah Heru Ismaya Hidayatusholikah, Ning I, Heru Ihlas, Ihlas Inayatul Inayah Irfana, Tungga Buana Isma, Cut Nelga Istiningsih, Istiningsih Jannah, Roihatul Jehan, Adam Jodion Siburian Joko Setiyono Joko Setyono Jovial Pally Taran Junarti Junarti K, Neneng Rika J. Khotijah, Vina St Lailatunnihayah, Lailatunnihayah Laili, Rizkia Nur Leopoldus Ricky Sasongko Lintang, Ferlanda Maisya, Anis Makiya, Kiki Rizki Manggiasih, Ninda Dwi Matin , Moh. Fuadul Mochammad Imron Awalludin Muhaimin, Muh Muhammad Faisal Muhammad Rinov Cuhanazriansyah Munir, Muhammad Misbahul Murni, Intan Permata mutiah, siti Nahar, Afifatun Nahlidar, Nahlidar Nichla Choirin Attalina, Syailin Nofendri, Yos Novi Irawati Noviati, Fitria Nugroho, Agung Yuliyanto Nur Cahyani, Bela Dwi Parmadi, Mokhamad Puput Suriyah Puspitaningsih, Siska Rhamadani, Ilham Rifky, Rifky Rizky Maulana, Rizky Rizqiyah, Mufidah Rofiqoh, Naili Roni Hidayat Salsabila, Niken Alya Salsabila, Syifa Saparuddin Saparuddin Sari, Desti Yuvita Sari, Eva Dwi Puspita Satria, Teuku Dwirza Sely Ayu Lestari Shimbun, Annisa Fikria Siti Alliyah Solehhudin, Muhamad Sri Sutarni Sugeng Riyanto Sugiarto S Suharman Suharman, Suharman Sujiran sukri Sukri, sukri Sumardi Efendi Sungkar, Amru Supriyanto Supriyanto Susanto, Dwiyono Rudi Susilayati, Muslimah Sutriyani, Wulan Suwardi Suwardi Syaifi, Mat Tentia, Ine Touwe, Yohana S Toyib, Muhamad Tundjung Mahatma Vebrita, Gina Widiatmanta, Jeka Widiyono, Aan Widyakto, Adhi Yaqin, Muhammad Husnul Zahara Zahara Zahra, Mahar Hazzillia Az Zakiatin, Novelia Rizka Zetia Ramadani, Salsabila Zuriah, Fifi