Jurnal
Peramalan Jumlah Penumpang Kapal Laut Menggunakan Metode Fuzzy Runtun Waktu Chen Orde Tinggi
ESTIMASI: Journal of Statistics and Its Application · Vol. 2 No. 1 (2021) · pp. 38–48
- ISSN
- 2721-379X, 2721-3803
- Published
- 2021-05-15
- Publisher
- Hasanuddin University
- Language
- en
Abstract
The port has become an important part of people's lives. On certain days there is an increase in the number of ship passengers which can slow down operational activities from the port, thus causing a buildup of passengers at the port. therefore, the port must be prepared to deal with the buildup of passengers at the port. Based on this, the researchers made a prediction or forecasting the number of ship passengers at Makassar Soekarno Hatta Port in the coming period to find out how much the estimated number of passengers at Makassar Soekarno Hatta Port. The results of these studies can be input to the PT. Pelabuhan Indonesia IV (Persero ) Makassar if there will be a surge in passengers in the future period. researchers used the fuzzy method of high order chen time series in forecasting or prediction in this study. The researcher divides the data onto training and testing data. The results of the study using fuzzy time series with the best high order chen are that the second order produces MAPE error size of 0,143, MSE 13470993,9 and MAE of 9478,52. The result of prediction of testing data onto one period in the future is 52.608.
Keywords
Collaboration network of the authors
36 authors · 96 co-authorship links
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| Co-author | Organisation | Joint articles |
|---|---|---|
| Georgina Maria Tinungki | Affiliation unknown | 5 |
| Nasrah Sirajang | Affiliation unknown | 3 |
| La Podje Talangko | Affiliation unknown | 2 |
| Andi Kresna Jaya | Affiliation unknown | 2 |
| Rael Hofni Tandirerung | Affiliation unknown | 2 |
| Risma Risma | Affiliation unknown | 1 |
| Ika Fitriana | Affiliation unknown | 1 |
| Dewi Santika Upa P. | Affiliation unknown | 1 |
| Ririn Arianti | Affiliation unknown | 1 |
| Muhammad Idman | Affiliation unknown | 1 |
| Raupong Raupong | Affiliation unknown | 1 |
| Fitri Annisa | Affiliation unknown | 1 |
| Ratmila Mammi | Affiliation unknown | 1 |
| Aqilah Salsabila Rahman | Affiliation unknown | 1 |
| Nurtiti Sunusi | Affiliation unknown | 1 |
| Riska Rasyid | Affiliation unknown | 1 |
| Mukrimin Adam | Affiliation unknown | 1 |
| Anisa Haura Salsa Fatih Yusuf | Affiliation unknown | 1 |
| Nurhidaya L | Affiliation unknown | 1 |
| Hendriete Tiur Marowi Waibusi | Affiliation unknown | 1 |
| Sonya Sonya | Affiliation unknown | 1 |
| Nirwan Nirwan | Affiliation unknown | 1 |
| Nurhidayatullah Nurhidayatullah | Affiliation unknown | 1 |
| Nuralyatussa’ ada | Affiliation unknown | 1 |
| Amalia Andrianingrum | Affiliation unknown | 1 |
| Siswanto Siswanto | Affiliation unknown | 1 |
| Andi Isna Yunita | Affiliation unknown | 1 |
| Muhammad Fadil | Affiliation unknown | 1 |
| A.Muthiah Nur Angriany | Affiliation unknown | 1 |
| Rini Jamal | Affiliation unknown | 1 |
| Andi M Alfin Baso | Affiliation unknown | 1 |
| Andi Febriyanti | Affiliation unknown | 1 |
| Rahmiati Rahim | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.