p-Index From 2021 - 2026
8.036
P-Index
This Author published in this journals
All Journal Pharmaciana: Jurnal Kefarmasian Media Farmasi : Jurnal Ilmu Farmasi (Journal Of Pharmaceutical Science) Jurnal Pemikiran dan Pengembangan Sekolah Dasar (JP2SD) Journal of Degraded and Mining Lands Management Indonesian Journal of Geospatial Indonesian Journal of Pharmaceutical Science and Technology Scientific Journal of Informatics Jurnal Ilmiah Teknik Mesin Fountain of Informatics Journal IDJP (Indonesian Journal of Pharmaceutics) Jurnal Kesehatan Bakti Tunas Husada Jurnal Geografi Syntax Literate: Jurnal Ilmiah Indonesia ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar BAREKENG: Jurnal Ilmu Matematika dan Terapan JOURNAL OF APPLIED INFORMATICS AND COMPUTING LIMNOTEK - Perairan Darat Tropis di Indonesia JMM (Jurnal Masyarakat Mandiri) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Indonesian Journal of Primary Education Journal of Pharmacopolium Anterior Jurnal AGROSAINSTEK: Jurnal Ilmu dan Teknologi Pertanian KACANEGARA Jurnal Pengabdian pada Masyarakat Jurnal Inventa Journal of Maternal and Child Health NUSANTARA : Jurnal Ilmu Pengetahuan Sosial JURNAL PENDIDIKAN TAMBUSAI Jurnal Kreativitas PKM Literasi: Jurnal Ilmiah Pendidikan Bahasa, Sastra Indonesia dan Daerah Jurnal Telematika Jurnal Ilmiah Mandala Education (JIME) DIKDAS MATAPPA: Jurnal Ilmu Pendidikan Dasar Jurnal Review Pendidikan dan Pengajaran (JRPP) Pharmacoscript Jurnal Review Pendidikan Dasar : Jurnal Kajian Pendidikan dan Hasil Penelitian Autentik : Jurnal Pengembangan Pendidikan Dasar Jurnal Ilmiah Farmako Bahari Dinamika Pendidikan Jurnal Promotif Preventif Humanism : Jurnal Pengabdian Masyarakat Jurnal Nuansa Akademik: Jurnal Pembangunan Masyarakat International Journal of Social Learning (IJSL) Jurnal Simki Pedagogia Journal Corner of Education, Linguistics, and Literature Inovasi Fisika Indonesia (IFI) Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi Jurnal Pendekar Nusantara Journal of Innovative and Creativity Journal of Marine Resources and Coastal Management Indonesian Culture and Religion Issues Economic: Journal Economic and Business Jurnal Ilmu Kelautan Lesser Sunda Tafani SIMAS JURNAL PENGABDIAN MASYARAKAT Jurnal Ilmiah Pendidikan Citra Bakti
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Scientific Journal of Informatics

Tide Prediction in Prigi Beach using Support Vector Regression (SVR) Method Utami, Tri Mar'ati Nur; Novitasari, Dian Candra Rini; Setiawan, Fajar; Ulinnuha, Nurissaidah; Farida, Yuniar; Sari, Ghaluh Indah Permata
Scientific Journal of Informatics Vol 8, No 2 (2021): November 2021
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v8i2.28906

Abstract

Purpose: Prigi Beach has the largest fishing port in East Java, but the topography of this beach is quite gentle, so it is prone to disasters such as tidal flooding. The tides of seawater strongly influence the occurrence of this natural event. Therefore, information on tidal level data is essential. This study aims to provide information about tidal predictions. Methods: In this case using the SVE method. Input data and time were examined using PACF autocorrelation plots to form input data patterns. The working principle of SVR is to find the best hyperplane in the form of a function that produces the slightest error. Result: The best SVR model built from the linear kernel, the MAPE value is 0.5510%, the epsilon is 0.0614, and the bias is 0.6015. The results of the tidal prediction on Prigi Beach in September 2020 showed that the highest tide occurred on September 19, 2020, at 10.00 PM, and the lowest tide occurred on September 3, 2020, at 04.00 AM. Value: After conducting experiments on three types of kernels on SVR, it is said that linear kernels can predict improvements better than polynomial and gaussian kernels.
Co-Authors Aden Fani Rahmasari Adhani, Ai Gita Aisah Adikuasa, M Biyadihie Afiani, Kunti Dian Ayu Agus Budiman Ahmad Hanif Asyhar Ambadar, Panreshma Rizkha Amin Tohari Anam, Anwarul Khafidhu Andi Mariono Andy, Dimontiq Salsabilla Putri Anna Yuliana, Anna Annissya, Widia Primi Aprillia, Ade Yeni Apriyadi, Rion Asandi, Ruhi Asmaul Fauziah Azizah, Masitoh Nur Badruli Martati, Badruli Bela, Nabila Brawijaya, Noldi Budi Heru Santosa Budi Santoso, Arianto Cahyati, Keni Ida Chulafak, Galdita Aruba Crismadha, Tjandra Dwi Sahputra, Rifaldi Dzulkiflih, Dzulkiflih Ekawati, Ayun Eko Purwanto Elis Lisnawati Fadlan Fadlan Fahmi, Muhammad Nurul Fahrudin Hanafi, Fahrudin Fakhrudin, Muhammad Fathurohman, Mochamad Firdaus, Andhika Bayu Firmannandya, Ade Firmansya, Ardianes Firmansyah, Muhammad Sultan Gatut Ari Wardani Gustaman, Firman Habibullah Habibullah Hambali Hambali Hamsi, Andi Magfirah Hani Khaulasari Hazlisa, Dheana Ratu Hendro Wibowo Hidayat Hidayat Holy Ichda Wahyuni I., Sulastoro R. Idacahyati, Keni Indra Indra Intan Nur Farida In’amatul Azimah Ira Rahmiyani Irfan Budi Pramono Iyan Sofyan, Iyan Julyanti, Ai Rian Kartini Kartini Kurniady, Fabillah Kusumah, Firdan Gusmara Latifi, Sophie Romzia Lilis Tuslinah, Lilis Lusi Nurdianti, Lusi Lutfi Hakim Luthfi, Maulana Rusyda Luthfiya, Aina Mahfud, Muhammad Irham Maisaroh, Dian Sari Mallapasi, Hajar Azizah Armarani Mamok Suprapto Mar’atushsholihah, Mar’atushsholihah Maulana Muhammad, Maulana Megantari, Ginaung Sasti Meirza Nanda Faradita Mirnawati, Lilik Binti Moh. Hafiyusholeh Mukhti, Mukhti Nada, Firda Maftukhakh Hilmya Naila, Ishmatun Naila, Ismatun Nasirwan Nasirwan Natalia Tampubolon, Sofia Natasya, Adinda Nur Noverma Novitasari , Dian Candra Rini Novitasari, Dian C Rini Nur Hamdani Nur Nur Harilda, Dhea Nur Rahayuningsih, Nur Nuraeni, Nadia Siti Nurdiansyah, Farhan Nurdianti, Lusi Nurhasanah, Dede Nabilah Nurissaidah Ulinnuha Nurkholidatunnisa, Wulan Nurmalasari, Anisa Perdanawati, Rizqi Abdi Pramesti, Diah Devi Pratama, Bryan Restu Pratita, Anindita Tri Kusuma Prolina, Riska Purwanti, Citra Dina Puspita Amanda, Belafida Puspita, Azzahra Yuni Putra, Deni Adi Putri Oktavia, Nabiilah Putri, Risma Madurahma Putro, Sutanto Trijuni Qurniawati, Zully Rachman, Firda Aisyah Yulia Rahmadya, Aldiano Rani Rubiyanti, Rani Raras, Euis Ratna Handayani Risa Helilintar Rozikin, Muchamad Khoirur Ruswanto, Ruswanto Safira, Icha Dwi Salsabiil, Ronaa Salsabila, Azahra Meylany Santi, Nanik Erlia Sari, Dian Candra Rini Novita Sari, Ghaluh Indah Permata Selfiyanti, Believea Setia Santoso, Laurentia Fidella Averina Siswanto Siagian, Agus Siti Masitoh Sopian, Muhamad Sri Kusumadewi Studyawati, Studyawati Studyawati, Yuyun Harbis Subarna, Soni Sandria Sudirman, Rendy Sukmawati, Mayang Sulung Nomosatryo Susilowati - Syifa', Sea Fadlina Hidayatus Taofik Rusdiana Tarigan, Darryl Galed Suranta Taufik Hidayat Tita Nofianti, Tita Tohari Tohari Tohari Tresna Lestari, Tresna Tri Aninda, Cindy Aprilia Tri Lestari Tyas Mutiara Basuki Umami, Alifia Unggul Handoko, Unggul Utami, Tri Mar'ati Nur Vera Nurviana Wahyuni, Holy Ichda Wardani, Evita Wati, Jhulinda Nizar Widyadhana, Putra Prawira Wildan Saugi Winda Trisna Wulandari, Winda Trisna Yantidewi, Meta Yeni Aprilia, Ade Yuniar Farida, Yuniar Yuniarti, Ivana