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All Journal Proceedings of KNASTIK TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Informatika Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Prosiding SNATIKA Vol 01 (2011) Jurnal sistem informasi, Teknologi informasi dan komputer WARTA Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) Komuniti : Jurnal Komunikasi dan Teknologi Informasi Proceeding of the Electrical Engineering Computer Science and Informatics JOIN (Jurnal Online Informatika) ARISTO LINGUISTIK : Jurnal Bahasa dan Sastra Awang Long Law Review Journal of English Education and Teaching (JEET) Dinasti International Journal of Education Management and Social Science Indonesia Berdaya Jurnal Ilmiah Matematika AMNESTI : Jurnal Hukum Jurnal VORTEKS Jurnal Manajemen Pendidikan Al Hadi Jurnal Media Informatika KARYA: Jurnal Pengabdian Kepada Masyarakat Journal of Education Research International Journal of Science and Society (IJSOC) East Asian Journal of Multidisciplinary Research (EAJMR) Sinomika Journal: Publikasi Ilmiah Bidang Ekonomi dan Akuntansi Journal of Peasants' Rights Prosiding University Research Colloquium Abdi Teknoyasa Al-Hisbah Jurnal Ekonomi Syariah Literasi: Jurnal Pengabdian Masyarakat dan Inovasi English Education and Applied Linguistics Journal (EEAL Journal) Mitra Abdimas: Jurnal Pengabdian kepada Masyarakat Science and Education Journal Proceeding of International Conference on Special Education in South East Asia Region Socius: Social Sciences Research Journal SmartComp The Indonesian Journal of Computer Science Dalihan Na Tolu : Jurnal Hukum, Politik dan Komunikasi Indonesia Jurnal Arsitektur ARCADE Jurnal Sosiologi USK (Media Pemikiran & Aplikasi) Jurnal Legalitas
Husni Thamrin
Universitas Muhammadiyah Surakarta
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Journal : Jurnal Informatika

 1 
Application to predict the new student’s score using time series algorithm Sinar Nadhif Ilyasa; Husni Thamrin
Jurnal Informatika Vol 14, No 3 (2020): September 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/jifo.v14i3.a17639

Abstract

With the rapid development of information technology in this era, data accuracy is essential in our daily lives to solve existing problems. The existence of information is beneficial in helping the decision-making process. Therefore, any existing information can be further processed and analyzed to be used as new knowledge so that it is useful to determine the right decision. The purpose of this research is to determine whether an application using the time series algorithm such as Auto Regression, ARMA (Auto Regression Moving Average), and Triple Exponential Smoothing model. They can forecast prediction scores that may help to solve the student's admission problem. In this case of the project, the researcher found that the Universitas Muhammadiyah Surakarta's admission system is not evaluated correctly in accepting students and controlling incoming students' quality due to the lack of insights. This time series application is one solution to help manage incoming students' quality and quantity, especially in the Universitas Muhammadiyah Surakarta. This application is developed using a web framework called Django, a full-stack Python web framework that encourages rapid growth and clean, pragmatic design. The Auto Regression model is chosen as a prediction model in One Day Service (ODS) Universitas Muhammadiyah Surakarta. It has a better performance than ARMA and Triple Exponential Smoothing and a higher chance to avoid overfitting than the other two models that are more complex for the ODS data.
Co-Authors Ady Purna Kurniawan Afdal Afdal, Afdal Agus Makmum Agustinne, Hermince Anggelia Albert Septiawan Aldino Kemal Adi Gumawang Alfitri Alfitri Alwasilah, Senny S. Andika Dutha Bachari Andries Lionardo, Andries Andy Alfatih Angga Maulana Anggito, Anggito Annisa, Kahira Arrum Laksita Devi Arsyad, Muhammad Lutfi Aryani Ristyabudi Asmara Sari Nasution Ayu, Wira Indah Baharudin Bana Handaga Batubara, Syahril Bella Brylian Binti Jaffri, Nurul Fatiha Br. Sinulingga, Nurhasanah Brylian, Bella Candra, Edward Dalillah, Aupi Darsita Suparno Dedi Ary Prasetya Depari, Jordan River Devi, Arrum Laksita Dewi Ratih, Dewi Dudy, Iwan Endang Wahyu Pamungkas Esti Royani, Esti Eswanto, Eswanto Fatkhurrahman, Zuhdi Fazri, Muhammad Giwangkoro, Gery Gebyar Gumawang, Aldino Kemal Adi Gunawan Ariyanto Gusti Pirandy Hamzah Miftakhuddin Hanifah, Heni Harahap , Mari'e Mahfudz Harnady, Kunkun K. Hasibuan, Edi Sarman Heni Hanifah Heri Kusmanto, Heri Herlambang, Rahmandani Ida Sofiana Imanuddin, M. Irvita, Misnah Ismail, Gunawan Ismi Kamelia Najib Putri Jan Wantoro Kifly, Windy Koesoemo Ratih Laili Etika Rahmawati Linanda, Ayu Lionardo, Andreas Lubis, Kurniawan Lubis, Mia Aulina M. Sobri, Kgs. Mahamad, Abd Kadir Mahmudah, Salsabila Nurulfarah Makmum, Agus Marhayani, Cik Mashuri Mashuri Mazdalifah Mazdalifah Meutia, Dewi Miyan Banu Setiyawan Moulita, Moulita Mubarak, Hari Murtala, Alifah A. Nabila, Indah Nabila, Yugistia Azma Nadeak, Osin Najib Putri, Ismi Kamelia Nason Nadeak Nasution, Arif Fadillah Nasution, Mohammad Arif Nugroho, Hariyadi Fajar Nursanthy, Aji Titin Roswitha Oktavianus, Andre Pamungkas, Ramadhana Wahid Aji Patricia, Angelica Putra, Irwansyah R. Dian Dia-an Muniroh Rahmandani Herlambang Rahmandani Herlambang Rahmat Kurniawan Rahmat Kurniawan Ramadhan Lubis, Rafi Ramadhana Wahid Aji Pamungkas RAMADHANI, ANGGI Refiza, Refiza Rezkiany, Miftha Aulia Riana Puspita, Riana Ridho, Hatta Rindiani, Anis Ristyabudi, Aryani Ritonga, Fajar Utama Rudi Irawan Rusmana, Erik Saliman Saliman Saliman, Abdul Rashid Salsabila Nurulfarah Mahmudah Saon, Sharifah Sari Nasution, Devi Maiya Sasmitha, Ikhwa Satria Utama, Wahyu Titis Septiawan, Albert Siagian, Tony Sibaweh, Imam Siburian, Repaldo Sihombing, Gunawan Sinar Nadhif Ilyasa Singh, Paramjit Singh Jamir Siregar, Zufri Hasrudy Sitorus, Ana Tince Sobirov, Bobur Sudana, Dadang Sukrisno, Wijayono Hadi Supian Suriadi, Agus Susanto, Bambang Wahyu Thamrin, Muhammad Arganata Tri Ramadani, Nadila Tuti Andriani Ubaidillah Al Chanani Umi Fadlilah, Umi Utama Ritonga, Fajar Wahyu Titis Satria Utama Wawan Joko Pranoto Winnugroho Wiratman, Manfaluthy Hakim, Tiara Aninditha, Aru W. Sudoyo, Joedo Prihartono Wiratmoko, Galih Yahaya, Mohd Haizzan Yuliana, Irma Zulfikar Siregar, Achmad Zulkarnain Lubis Zulkifli, Muhamad Aziz