Please use this identifier to cite or link to this item: http://earsiv.odu.edu.tr:8080/xmlui/handle/11489/3518
Title: WHICH FORECASTING MODELS ARE EMPLOYED IN THE SHIPPING INDUSTRY? IDENTIFYING KEY THEMES AND FUTURE DIRECTIONS THROUGH AN INTEGRATIVE REVIEW
Authors: Fiskin, C. Solak
Cerit, A. G.
Ordu Üniversitesi
Keywords: TANKER FREIGHT RATES; CONTAINER THROUGHPUT; SEASONALITY PATTERNS; CARGO THROUGHPUT; PORT THROUGHPUT; NEURAL-NETWORKS; TERM FORECAST; HONG-KONG; LE HAVRE; DEMAND
Issue Date: 2021
Publisher: UNIV BUCKINGHAM PRESS London
Citation: Fiskin, CS., Cerit, AG. (2021). WHICH FORECASTING MODELS ARE EMPLOYED IN THE SHIPPING INDUSTRY? IDENTIFYING KEY THEMES AND FUTURE DIRECTIONS THROUGH AN INTEGRATIVE REVIEW. International Journal of Maritime Engineering, 163, -.Doi:10.5750/ijme.v163iA4.1184
Abstract: Developing accurate forecasting models provides the capability of handling the uncertain, volatile, and complex nature of the shipping industry. The outcome of the forecasts directly affects the decisions of policymakers. In this case, numerous forecasting studies have been published over time and rapid development has been evolved to reach accurate forecasts. This paper reviews both analytical and empirical studies by categorizing forecasting themes for shipping. The focus is threefold: to examine the developed forecasting models, to analyse the employed specific features and to evaluate the data characteristics, used variables, forecasting methods and models, and model features. Furthermore, a future agenda and implications to the industry are proposed. The findings are considered to provide information that is useful for researchers and practitioners who are involved in the forecasting process of the shipping industry.
Description: WoS Categories : Engineering, Marine Web of Science Index : Science Citation Index Expanded (SCI-EXPANDED) Research Areas : Engineering Open Access Designations : Bronze
URI: http://dx.doi.org/10.5750/ijme.v163iA4.1184
https://www.webofscience.com/wos/woscc/full-record/WOS:000837368800001
http://earsiv.odu.edu.tr:8080/xmlui/handle/11489/3518
ISBN: 1479-8751
1740-0716
Appears in Collections:Denizcilik İşletmeleri Yönetimi

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