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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Psikologika : Jurnal Pemikiran dan Penelitian Psikologi dCartesian: Jurnal Matematika dan Aplikasi Reaktor JURNAL SISTEM INFORMASI BISNIS Prosiding KOMMIT Jurnal Sains dan Teknologi Jurnal Buana Informatika TELKOMNIKA (Telecommunication Computing Electronics and Control) Indonesian Journal of Mathematics and Natural Sciences Jurnal Ilmiah Kursor Jurnal Produksi Tanaman Noetic Psychology Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Transformatika JUITA : Jurnal Informatika Scientific Journal of Informatics Psikodimensia: Kajian Ilmiah Psikologi Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika Jurnal Sains Matematika dan Statistika Proceeding of the Electrical Engineering Computer Science and Informatics MNJ (Malang Neurology Journal) Al-Jabar : Jurnal Pendidikan Matematika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Mercumatika : Jurnal Penelitian Matematika dan Pendidikan Matematika Inquiry: Jurnal Ilmiah Psikologi Resona : Jurnal Ilmiah Pengabdian Masyarakat BAREKENG: Jurnal Ilmu Matematika dan Terapan IJEBD (International Journal Of Entrepreneurship And Business Development) JOURNAL SPORT AREA Philanthropy: Journal of Psychology MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Evangelikal: Jurnal Teologi Injili dan Pembinaan Warga Jemaat Aptisi Transactions on Technopreneurship (ATT) Insight: Jurnal Ilmiah Psikologi Jurnal Abdi Insani Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Computer Science and Information Technologies Jurnal Sains dan Edukasi Sains SPEKTA (Jurnal Pengabdian Kepada Masyarakat : Teknologi dan Aplikasi) Indonesian Journal of Applied Research (IJAR) Journal of Science and Science Education JAMBURA JOURNAL OF PROBABILITY AND STATISTICS Information System Journal (INFOS) Lingue : Jurnal Bahasa, Budaya, dan Sastra Jurnal Teknologi Pendidikan : Jurnal Penelitian dan Pengembangan Pembelajaran International Journal of Engineering, Science and Information Technology Jurnal Hurriah: Jurnal Evaluasi Pendidikan dan Penelitian Dinamis Tri Dharma Mandiri: Diseminasi dan Hilirisasi Riset Kepada Masyarakat (Jurnal Pengabdian Kepada Masyarakat) Eksergi: Jurnal Teknik Energi Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya INJURITY: Journal of Interdisciplinary Studies ENDLESS : International Journal of Future Studies d'Cartesian: Jurnal Matematika dan Aplikasi Tesseract: International Journal of Geometry and Applied Mathematics Journal of Mechanical Engineering and Fabrication JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) Study of Scientific and Behavioral Management (SSBM)
Adi Setiawan
Universitas Kristen Satya Wacana
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Journal : JAMBURA JOURNAL OF PROBABILITY AND STATISTICS

 1 
PENGGUNAAN RESAMPLING DALAM PENGGAMBARAN QUICK COUNT ADI SETIAWAN
Jambura Journal of Probability and Statistics Vol 1, No 1 (2020): Jambura Journal of Probability and Statictics
Publisher : Department of Mathematics, Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34312/jjps.v1i1.5643

Abstract

In this paper a descriptive statistical analysis of the results of the 2019 presidential election was presented related to the quick count result. Descriptive statistical analysis was also conducted on the results of the 2019 presidential election in Salatiga City (Central Java province), Solok City (West Sumatra province) and Rejang Lebong Regency (Bengkulu province). The resampling method is used to illustrate how the quick count method can be explained for finite populations in Salatiga City, Solok City and Rejang Lebong Regency. By using resampling, the percentage obtained by the Jokowi-Amin pair in Salatiga, Solok and Rejang Lebong are 78.05%, 87.86% and 56.85%, whereas the reality for the three cities in a row is 78.03%; 87,79% and 56.36%.
PERBANDINGAN HASIL PERAMALAN JUMLAH WISATAWAN MANCANEGARA DENGAN METODE BOX-JENKINS DAN EXPONENTIAL SMOOTHING SARI, EMMA NOVITA; SUSANTO, BAMBANG; SETIAWAN, ADI
Jambura Journal of Probability and Statistics Vol 2, No 1 (2021): Jambura Journal Of Probability and Statistics
Publisher : Department of Mathematics, Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34312/jjps.v2i1.9181

Abstract

Forecasting the number of tourist visits is needed by tourism businesses to provide an overview of the number of tourists in the future so that problems that might occur can be overcome properly. This study aims to compare the results of forecasting the number of foreign tourists using the Box-Jenkins and Exponential Smoothing methods. There are two data used, namely data on the number of foreign visitors visiting Indonesia from January 2008 to December 2017 (Data I) and Bali according to the entrance of Ngurah Rai Airport from January 2009 to March 2020 (Data II). The best forecast results are obtained by comparing the Root of Mean Square Error (RMSE) values. The comparison of forecasting results in Data I shows that the Holt-Winters Exponential Smoothing method is more appropriate to predict the number of foreign tourists visiting Indonesia because it has a smaller RMSE value. While, the results of forecasting periods 2 and 3 in Data II show results that are far different from the original data. After tracking, it turns out this is caused by an unexpected factor, the Covid-19 pandemic which caused the number of tourists to drop significantly during this period.
Prediksi Laju Inflasi dengan Metode Long Short-Term Memory (LSTM) Berdasarkan Data Laju Inflasi dan Pengeluaran Kota Ternate masipupu, Frangky Aristiadi; setiawan, Adi; Susanto, Bambang
Jambura Journal of Probability and Statistics Vol 6, No 1 (2025): Jambura Journal of Probability and Statistics
Publisher : Department of Mathematics, Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jjps.v6i1.30627

Abstract

Inflation is one of the main indicators that reflect the economic stability of a region. Ternate City, as one of the cities in North Maluku Province, exhibits fluctuating inflation dynamics from year to year. This study aims to forecast the inflation rate in Ternate using the Long Short-Term Memory (LSTM) method, which is a neural network architecture well-suited for processing time series data. The data used consists of monthly Consumer Price Index (CPI) figures for Ternate from 2016 to 2023, obtained from the Central Bureau of Statistics (BPS). The LSTM model was trained using monthly CPI changes as the basis for calculating inflation. The model evaluation results show a Root Mean Square Error (RMSE) of 0.9275, Mean Absolute Error (MAE) of 0.8369, and Mean Absolute Percentage Error (MAPE) of 20.13%. These results indicate that the LSTM model performs well in forecasting inflation in Ternate City and can be utilized as a decision-support tool in regional economic planning and policymaking.   
Co-Authors Absa, Munzir Adella Septiana Mugirahayu Agik Nur Efendi Agus Suryanto Aini Nurul Al-Humairi, Safaa Najah Saud Albet Maydiantoro Alchalil Alchalil Aldian Umbu Tamu Ama Aldian Umbu Tamu Ama Alfida Tegar Nurani Alicia Anggelia Lumbantoruan ALOYSIUS JOAKIM FERNANDEZ Ariani, Dwi Setya Ariska, Nenda Atina Rahmatalia Bambang Susanto Barlian Henryranu Prasetio Baskoro Arie Nugroho Bayu Wijayanto Beni Utomo Christiana Hari Soetjiningsih Christina Maya Indah Susilowati Cut Aja Rahmawati D. B. Nugroho, D. B. Dabet, Abubakar Daivi Wardani, Daivi Delsylia Tresnawaty Ufi Denny Indrajaya Denny Indrajaya Deswita, Yenny Dewi Anisa Istiqomah Dewi Lukitasari Dhevyantoa, Benny Didit Budi Nugroho Djoko Hartanto Dodi Wirawan Irawanto E. D. Saputri, E. D. Edita Rosana Widasari, Edita Rosana Effendy, Ahmad Hidayat Eko Sediyono Eko Widaryanto Elsa Septyana Endang Sulistyaningsih Faisal Faisal Faldy Tita Fika Widya Pratama Fiyas Mahananing Puri Haay, Happy Alyzhya Hamzah Hamzah Hanifa Maulani Ramadhan Hanna Arini Parhusip Hari Slamet Trianto Hari Slamet Trianto Hariyanto Hariyanto Hartiningsih, Tri Henderi . Henry Junus Wattimanela Ignatius Agus Supriyono Ilham Hizbuloh Irwan Sembiring Iwan Setiawan Iwan Setyawan Johanes Dian Kurniawan Joko Siswanto JT Lobby Loekmono Keo, Jitro Jemryes Krisdiana Krisdiana, Krisdiana Kurniawan, Johanes Dian Kurniawan, Titus Antonius David Legenda Prameswono Pratama Leipary, Harfely Leonardo Refialy Leonardo Refialy, Leonardo Leopoldus Ricky Sasongko Lilik Linawati Lindin Anderson Lukman Hakim Lutpiani, Anisa Lydia Soepriyani Fallo M. Iqbal Maharani, Siska Manfaluthy, Mauludi masipupu, Frangky Aristiadi Maufiquddin, Fiqih Ma’arif, Syahrul Meydelina, Gloria Mitha Febby R. Donggori Mitha Febby R. Donggori Modjo, Marchella Ellena Mohammad Ridwan Mufti, Rijalul Muhammad Sayuthi Nabiela, Noorsy Zidna Nadeak, Nathalia Ully Nafisah Riskya Hasna Natalia Christy Waney Ninda Lutfiani Nisa, Syarifah Rahimatun Novelia, Riana Novelyn, Ruth Nugraha, Anggit Ferdita Nukuhaly, Nur Apriani Nur Edy Suminarti Olivia Rumahpasal Pariama, Aprillia Mauren Pradani, Wynona Adita Priatna , Wowon Purbaratri, Winny Purwoko, Agus Putra, Trisno Wardy Qurotul Aini Rachayu, Laras Andriani Rachel Wulan Nirmalasari Wijaya Rahma Anugraheny Raunica, Elsha Afry Rayhan, Fathan Andhika Riana Dewi Risma Margaretha Sinaga Rizkina, Shafira Rizqon Hasibuan Romauli Basaria Rosa, Angela Griya Adinda Rozanna Dewi Rudhito, Andy Safitri, Dinda Saitama, Akbar Salomina Patty SARI, EMMA NOVITA Setiawan, Romi Adetio Setivani, Febi sitawati Soeharto Soeharto Sri Suwartiningsih Sulistio Sulistio Surya Tri Atmaja Ramadhani Suryadi Suryadi Suryasatriya Trihandaru Sutarto Wijono Syahputra, Azhar Syam, Azhari Muhammad Syukri Syukri Tamaela, Jemaictry Theo Sarita, Fetriks Theopillus J. H. Wellem Tri Wahyuningsih Tundjung Mahatma Untung Rahardja Untung Rahardja Vikky Aprelia Windarni Vikky Aprelia Windarni Vincentia Pawestri Wa Mirna Wahyuni Kristinawati Wattimanela, Henry Junus Wibowo, Mars Caroline Wilyanti, Sinka Windarni, Vikky Aprelia Wisnu Anendya Sekti Yanuar Zulardiansyah Arief Yenusi, Yuni naomi Yulius Yusak Ranimpi Zaki, Khozin