Matches in SemOpenAlex for { <https://semopenalex.org/work/W4240056543> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4240056543 abstract "Modelling and forecasting port throughput enables stakeholders to make efficient decisions ranging from management of port development, to infrastructure investments, operational restructuring and tariffs policy. Accurate forecasting of port throughput is also critical for long-term resource allocation and short-term strategic planning. In turn, efficient decision-making enhances the competitiveness of a port. However, in the era of big data we are faced with the enviable dilemma of having too much information. We pose the question: is more information always better for forecasting? We suggest that more information comes at the cost of more parameters of the forecasting model that need to be estimated. We comparemultiple forecasting models of varying degrees of complexity and quantify the effect of the amount of data on model forecasting accuracy. Our methodology serves as a guideline for practitioners in this field. We also enjoin caution that even in the era of big data more information may not always be better. It would be advisable for analysts to weigh the costs of adding more data: the ultimate decision would depend on the problem, amount of data and the kind of models being used." @default.
- W4240056543 created "2022-05-12" @default.
- W4240056543 creator A5012955194 @default.
- W4240056543 date "2019-08-10" @default.
- W4240056543 modified "2023-09-29" @default.
- W4240056543 title "Forecasting Australian port throughput: Lessons and Pitfalls in the era of Big Data" @default.
- W4240056543 doi "https://doi.org/10.31219/osf.io/c3av2" @default.
- W4240056543 hasPublicationYear "2019" @default.
- W4240056543 type Work @default.
- W4240056543 citedByCount "0" @default.
- W4240056543 crossrefType "posted-content" @default.
- W4240056543 hasAuthorship W4240056543A5012955194 @default.
- W4240056543 hasBestOaLocation W42400565431 @default.
- W4240056543 hasConcept C10138342 @default.
- W4240056543 hasConcept C111472728 @default.
- W4240056543 hasConcept C119599485 @default.
- W4240056543 hasConcept C124101348 @default.
- W4240056543 hasConcept C127413603 @default.
- W4240056543 hasConcept C138885662 @default.
- W4240056543 hasConcept C144133560 @default.
- W4240056543 hasConcept C157764524 @default.
- W4240056543 hasConcept C202444582 @default.
- W4240056543 hasConcept C206345919 @default.
- W4240056543 hasConcept C2778496695 @default.
- W4240056543 hasConcept C29202148 @default.
- W4240056543 hasConcept C31258907 @default.
- W4240056543 hasConcept C32802771 @default.
- W4240056543 hasConcept C33923547 @default.
- W4240056543 hasConcept C41008148 @default.
- W4240056543 hasConcept C42475967 @default.
- W4240056543 hasConcept C45237549 @default.
- W4240056543 hasConcept C555944384 @default.
- W4240056543 hasConcept C75684735 @default.
- W4240056543 hasConcept C76155785 @default.
- W4240056543 hasConcept C9652623 @default.
- W4240056543 hasConceptScore W4240056543C10138342 @default.
- W4240056543 hasConceptScore W4240056543C111472728 @default.
- W4240056543 hasConceptScore W4240056543C119599485 @default.
- W4240056543 hasConceptScore W4240056543C124101348 @default.
- W4240056543 hasConceptScore W4240056543C127413603 @default.
- W4240056543 hasConceptScore W4240056543C138885662 @default.
- W4240056543 hasConceptScore W4240056543C144133560 @default.
- W4240056543 hasConceptScore W4240056543C157764524 @default.
- W4240056543 hasConceptScore W4240056543C202444582 @default.
- W4240056543 hasConceptScore W4240056543C206345919 @default.
- W4240056543 hasConceptScore W4240056543C2778496695 @default.
- W4240056543 hasConceptScore W4240056543C29202148 @default.
- W4240056543 hasConceptScore W4240056543C31258907 @default.
- W4240056543 hasConceptScore W4240056543C32802771 @default.
- W4240056543 hasConceptScore W4240056543C33923547 @default.
- W4240056543 hasConceptScore W4240056543C41008148 @default.
- W4240056543 hasConceptScore W4240056543C42475967 @default.
- W4240056543 hasConceptScore W4240056543C45237549 @default.
- W4240056543 hasConceptScore W4240056543C555944384 @default.
- W4240056543 hasConceptScore W4240056543C75684735 @default.
- W4240056543 hasConceptScore W4240056543C76155785 @default.
- W4240056543 hasConceptScore W4240056543C9652623 @default.
- W4240056543 hasLocation W42400565431 @default.
- W4240056543 hasLocation W42400565432 @default.
- W4240056543 hasOpenAccess W4240056543 @default.
- W4240056543 hasPrimaryLocation W42400565431 @default.
- W4240056543 hasRelatedWork W1972041652 @default.
- W4240056543 hasRelatedWork W2003578045 @default.
- W4240056543 hasRelatedWork W2060304957 @default.
- W4240056543 hasRelatedWork W2122090306 @default.
- W4240056543 hasRelatedWork W2122641222 @default.
- W4240056543 hasRelatedWork W2383487199 @default.
- W4240056543 hasRelatedWork W2740646783 @default.
- W4240056543 hasRelatedWork W4321083458 @default.
- W4240056543 hasRelatedWork W282993377 @default.
- W4240056543 hasRelatedWork W2981398261 @default.
- W4240056543 isParatext "false" @default.
- W4240056543 isRetracted "false" @default.
- W4240056543 workType "article" @default.