Analisis Sentimen Publik Terhadap Penurunan Jumlah Pernikahan di Indonesia menggunakan Algoritma K-Nearest Neighbors (KNN)
DOI:
https://doi.org/10.35870/jimik.v5i3.1000Keywords:
Data Mining, Marriage, K-Nearest Neighbors, TiktokAbstract
Marriage in Indonesia is an important aspect of its culture and society. However, in recent years, there has been a significant decline in the number of marriages in the country. To understand people's views on this phenomenon, this research aims to conduct a sentiment analysis regarding the decline in the number of marriages in Indonesia. A decrease in the number of marriages can cause various economic problems. There are certain factors that contribute to this change, such as shifts in values or economic factors. Knowing views on this matter is important for formulating appropriate policies and finding effective solutions. The method used in this research is analysis using the K-Nearest Neighbors (KNN) algorithm. Data will be collected through comments on Tiktok social media pages. The opinion data obtained will be processed using the KNN algorithm to classify positive, negative or neutral sentiment regarding the decline in the number of marriages. The data used amounted to 2,000 data, and were processed using the CRISP-DM method.
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Adam, A. (2020). Dampak Perselingkuhan Suami Terhadap Kesehatan Mental dan Fisik Istri. AL-WARDAH: Jurnal Kajian Perempuan, Gender dan Agama, 14(2), 177-186. DOI: http://dx.doi.org/10.46339/al-wardah.v14i2.291.
Adam, A. (2020). Dinamika pernikahan dini. Al-wardah, 13(1), 14.
Afdal, A., Ramadhani, V., Hanifah, S., Fikri, M., Hariko, R., & Syapitri, D. (2022). Kemampuan Resiliensi: Studi Kasus dari Perspektif Ibu Tunggal. Jurnal Ilmu Keluarga & Konsumen, 15(3), 218-230.
Anwar, H. M., Sultan, L., & Mapuna, H. D. (2022). Fenomena Perceraian Di Kalangan Wanita Karir Tahun 2020-2021 Perspektif Hukum Islam. Qadauna: Jurnal Ilmiah Mahasiswa Hukum Keluarga Islam, 3(3), 659-672. DOI: https://doi.org/10.24252/qadauna.v3i3.28670.
Arsyad, M. N. (2023). Persepsi Perempuan yang Menunda Pernikahan untuk Menempuh Pendidikan yang LebihTinggi. Paradigma: Jurnal Filsafat, Sains, Teknologi, Dan Sosial Budaya, 29(3), 72-77. DOI: https://doi.org/10.33503/paradigma.v29i3.3163.
Aspary, O., Puspitawati, H., & Krisnatuti, D. (2021). Pengaruh karakteristik pekerja sosial, pasangan, interaksi suami istri, dan kesejahteraan subjektif terhadap kualitas perkawinan pekerja sosial. Jurnal Ilmu Keluarga & Konsumen, 14(2), 140-151.
Astana, R., Krisnatuti, D., & Riany, Y. E. (2023). NILAI-NILAI KELUARGA, ADULT ATTACHMENT, MATING INTELLIGENCE, DAN PREFERENSI PEMILIHAN PASANGAN PADA DEWASA MUDA. Jurnal Ilmu Keluarga dan Konsumen, 16(2), 133-146.
Azizah, Y., Puspitawati, H., & Herawati, T. (2022). PENGARUH DUKUNGAN MANTAN SUAMI, STRATEGI KOPING, DAN RELASI ORANG TUA-ANAK TERHADAP KEBAHAGIAAN KELUARGA TUNGGAL. Jurnal Ilmu Keluarga & Konsumen, 15(2), 127-141.
Fadhilah, P. N., & Indriyanti, A. D. (2023). Analisis Sentimen terhadap Opini Publik Mengenai Childfree dalam Pernikahan pada Twitter Menggunakan K-Nearest Neighbor (K-NN). Journal of Informatics and Computer Science (JINACS), 5(01), 58-62. DOI: https://doi.org/10.26740/jinacs.v5n01.p58-62.
Fala, M., Sunarti, E., & Herawati, T. (2020). Sources of stress, coping strategies, stress symptoms, and marital satisfaction in working wives. Jurnal ilmu keluarga dan konsumen, 13(1), 25-37.
Herawati, T., Krisnatuti, D., Pujihasvuty, R., & Latifah, E. W. (2020). Faktor-faktor yang memengaruhi pelaksanaan fungsi keluarga di Indonesia. Jurnal Ilmu Keluarga Dan Konsumen, 13(3), 213-227.
Kuantitatif, P. P. (2016). Metode Penelitian Kunatitatif Kualitatif dan R&D. Alfabeta, Bandung.
Muhammad, L. Y. B., Muflikhati, I., & Simanjuntak, M. (2019). Religiusitas, dukungan sosial, stres, dan penyesuaian wanita bercerai. Jurnal Ilmu Keluarga dan Konsumen, 12(3), 194-207.
Ningtias, I. S. (2022). Faktor yang mempengaruhi penurunan angka pernikahan di Indonesia. Jurnal Registratie, 4(2), 87-98. DOI: https://doi.org/10.33701/jurnalregistratie.v4i2.2819.
Prasetyo, S. D., Hilabi, S. S., & Nurapriani, F. (2023). Analisis Sentimen Relokasi Ibukota Nusantara Menggunakan Algoritma Naïve Bayes dan KNN. Jurnal KomtekInfo, 1-7. DOI: https://doi.org/10.35134/komtekinfo.v10i1.330.
Pratmanto, D., & Imaniawan, F. F. D. (2023). Analisis Sentimen Terhadap Aplikasi Canva Menggunakan Algoritma Naive Bayes Dan K-Nearest Neighbors. Computer Science (CO-SCIENCE), 3(2), 110-117. DOI: https://doi.org/10.31294/coscience.v3i2.1917.
Prayoga, I. F. (2023). SISTEM PENDUKUNG PENERIMAAN BEASISWA SEKOLAH MENGGUNAKAN METODE K-NEAREST NEIGHBOR (KNN) DI SMA PGRI. Jurnal Teknologi Pintar, 3(10).
Primartha, R., & Wahono, R. S. (2021). Algoritma machine learning. Bandung: Informatika.
Putri, T. A., & Khoirunnisa, R. N. (2022). Resiliensi pada remaja korban perceraian orang tua. Jurnal Psikologi, 9(4), 147-160. DOI: https://doi.org/10.26740/cjpp.v9i6.47436.
Rahmananda, R., Adiyanti, M. G., & Sari, E. P. (2022). Kepuasan pernikahan pada istri generasi milenial di sepuluh tahun awal pernikahan. Jurnal Ilmu Keluarga Dan Konsumen, 15(2), 102-116.
Riyawi, M. R. (2021). Penundaan Perkawinan Di Masa Pandemi Covid-19 Perspektif Teori Maslahah. Legitima: Jurnal Hukum Keluarga Islam, 3(2), 160-176. DOI: https://doi.org/10.33367/legitima.v3i2.1761.
Sulistiyana, S., & Kurnia, D. A. (2021). Pembangunan Model Clustering Dalam Pengelompokan Pengadilan Agama Berdasarkan Kasus Perceraian Dengan Menggunakan Algoritma K-Means.
Tyas, P. F., & Herawati, T. (2017). Kualitas pernikahan dan kesejahteraan keluarga menentukan kualitas lingkungan pengasuhan anak pada pasangan yang menikah usia muda. Jurnal Ilmu Keluarga & Konsumen, 10(1), 1-12.
Umasangadji, M. K. (2023). Hukum Menunda Perkawinan Dalam Islam (Studi Kasus Di Desa Waitina Kecamatan Mangoli Timur Kabupaten Kepulauan Sula). Al-Mizan: Jurnal Kajian Hukum dan Ekonomi, 55-71.
Utomo, A., & Sutopo, O. R. (2020). Pemuda, perkawinan, dan perubahan sosial di Indonesia. Jurnal Studi Pemuda, 9(2), 77-89.
Widiyanto, H. (2020). Konsep pernikahan dalam Islam (Studi fenomenologis penundaan pernikahan di masa pandemi). Jurnal Islam Nusantara, 4(1), 103-110. DOI: https://doi.org/10.33852/jurnalin.v4i1.213.
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