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Artificial Neural Network Model In Forecasting Post-Covid-19 Aviation Business Development Using Multi Layer Perceptron (MLP) Romani, Daniel D.; Nasution, Darmeli; Syahputra, Afandi; Usman, Usman; Prayitno, Hadi
Budapest International Research and Critics Institute-Journal (BIRCI-Journal) Vol 4, No 4 (2021): Budapest International Research and Critics Institute November
Publisher : Budapest International Research and Critics University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33258/birci.v4i4.3384

Abstract

Aviation business forecasting is one way to find out the next steps that must be taken by aviation business actors as well as steps that the government must take to improve the country's economy, especially from the air transportation sector. before the covid-19 pandemic, the global aviation industry experienced a positive trend, where the volume of global passenger flow in december 2019 increased by 4.9% based on the calculation of revenue passenger kilometers, but since covid-19 began to emerge in early 2020, the movement the global rpk experienced a drastic decline until march 2020, then from april 2020 it experienced an increasing trend again, but lower than in 2019. To be able to provide recommendations for industry players aviation for study material and policy implementation to continue to improve flight performance, especially in Indonesia. MLP is also able to show better performance than the classic arima model. In this study, the mlp model will be used to forecast post-covid-19 flight conditions which will provide research results about the description of the condition of the aviation industry for the future, especially in responding to the challenges of the post-covid-19 aviation industry. to be able to provide recommendations for industry players aviation for study material and policy implementation to continue to improve flight performance, especially in indonesia.
Co-Authors AA Sudharmawan, AA Achdijat Sulaeman Achmad Setiyo Prabowo Afen Sena Agraprana, Adrista Yafri Agung Prabowo Agung Wahyu Wicaksono Ahmad Bahrawi, Ahmad Ahmad Mubarok Ahnis Zulkarnain Ahnis Zulkarnain Ajeng Harjutri Aldina, Fauzi Ananda, Andi Dwi Andi Frianto Perangin Angin Andi Muhammad Afrilianto Asning Andi Theda Mufarrihah Ang, Soon Yong Anggraini, Naulia Ardiansyah, Candra Bayu Arief Rusdyansyah Aries Putra Pramadya Ariyanto, Hengki Ariyanto Ariyono Setiawan Ariyono Setiawan Auliana, Rizka Dewi Nur Ayub Wimatra Baso Intang Sappaile Baso Intang Sappaile, Baso Intang Beribe, Maria Fatima B. Bernadin Maria Noenoek Februati Bunahri, Rifqi Raza Cahya Amalia Chusna Cahyo, Dimas Hari Citra Siwi Hanayanti Cris Kuntadi Daheri, Mirzon Dani Yoseph Daniel Dewanto Rumani Daniel Dewantoro Rumani Darma, Cokorda Darmeli Nasution Davi, Fitra Fakhrizal Dede Ardian Demmy Setyo Wiyono Desty Endrawati Subroto Deswalantri, Deswalantri Dewantoro R, Daniel Dewi Febriyanti Dhani Putra Maulana Dhian Supardam Didi Sudrajat Dimas Endrawan Putra Dimas Endrawan Putra Dimas Endrawan Putra Dimas Hari Cahyo DM Ratna Tungga Dewa Efendi Efendi Ekohariadi Elfi Yuliani Rochmah Elysia, Damara Zerlina Putri Engkus Kurniawan, Iwan Erni Murniarti Evi Gusliana Fajar Alam Tonrariola Fajar Islam Fajar Islam Farras, Abiyyu Fauzi Aldina Gatut Rubiono Genny Luhung Prasojo Guntur Arie Wibowo Hanum, Gilang Kartika Hariadi, Setyo Harianto, Bambang Bagus Hariri, Ahmad Hehanussa, Jonathan Hernita Pasongli I Made Ananda Aridinatha Idyaningsih, Nining Ikhwanul Qiram Ikwanul Qiram Ilmi Noor Rahmad Intan Rizka Subandi Iswandi idris Iswandi Idris Iwan Engkus Kurniawan Jemi Victor Palpialy Juanda Jalu Kona, Musri Kumara Haryanto, Gading Tirta Gema Kushariyadi Kushariyadi Lagala, MZ Muttaqien H. Laila Bungas Sarwani Latif2, Hendri Louis Listiantika, Dinda Miranda Luwihono, Andung M. Nur Cahyo Hidayat Maskhur Dwi Saputra Mawla, Reyhan Miftahul Asri Widiastuti Ramadhani Miftahul Huda MMSI Irfan ,S. Kom Moch. Rifai Mochamad Cholik Mohzana Mozart Malik Ibrahim Mubarok, Ahmad Muhamad Khoirul Anam Muhammad Nur Cahyo Hidayat Nasrullah Muhammad Ridhwan Musa, Sulaiman Musri Kona Musri Kona Musri Kona Mustafa, Zainol Mustajab, Wahyu Nasution, Rizki Alfadilah Nazima, Nazima NETTI KARIANI MENDOFA Niken Stephanie Tarrua Kabanga Nikolas Makanuay Nur Salma, Nur Nuurul, Zahrah Pambudiyanto, Nyaris panglipur, indah rahayu Parhusip, Yoshua Agung Payage, Elkius Pipa Biringkanae Puput Amarta Lestari Purnamasari, Eva Putra Wicaksono Putra, Dimas Endrawan Putri, Nur Aulia Qatrunnada, Falah Hanun Rafi Akmal Rahman, Verel Joustika Abdul Ramadha, Dadang Bondan Ramadhani, Erdiana Finda Ramadhani, Miftahul Asri Widiastuti Rangga Handhika Putra Rifqi Raza Bunahri Rifqi Raza Bunahri Rinovian Riyanti Riyanti Rizaldy Khair Rizki, Rifan Satria Romani, Daniel D. Rumakiek, Inseren Femaya Rumani, Daniel D Rumani, Daniel Dewanto Rusdiyansyah, Arief Sagoro, Michael Sakti, Gunawan Saputri, Dwi Yuniasih Saryanto Saryanto Setiawan, Rochmad Setyo, Demmy Shakti Arrafat, Bhima Shofura Widad Simanjuntak, Dian Sintesa, Nika Siregar, Muhammad Amril Sitanggang, Juwita Magdalena Solikhah, Anggi Meiristya Sri Wahyuni Suhanto, Suhanto Sukarwoto Sukarwoto, Sukarwoto Sulistyawati, Ni Luh Silvia Sulung, Sabam Danny Sunardi Suparmi Surtiningtyas, Sri Rahayu Suyatmo Suyatmo Syahputra, Afandi Tiara Nugrahayani Tri Agung Widayat Ulfa Hasnita Untung LN Wibowo Usman Usman Vandan Wiliyanti Verdiana, Nabilah Miranti Vismayati, Altha Wahyu Mustajab Wahyu, Agnes Erna Wajnah Wajnah Wakhudin Wakhudin Wendra Dwiki Wibisono Wibowo, Untung Wicaksono, Putra Widiasih, Suprapti Winda , Aisyah Wira Gauthama Wirawan, Willy Artha Wisnu Kuncoro Wisnu Kuncoro, Wisnu Wisnu, Kuncoro Wulansari, Ajeng Yehezkiel Laodjaya Sangrapu Yusdartono, Muhammad Habib Yuyun Suprapto Zonar Anjab Rabbani