Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376278921> ?p ?o ?g. }
- W4376278921 endingPage "7903" @default.
- W4376278921 startingPage "7903" @default.
- W4376278921 abstract "With the rise of the online ride-hailing market, taxi demand prediction has received more and more research interest in intelligent transportation. However, most traditional research methods mainly focused on the demand based on the original point and ignored the intention of the passenger’s destination. At the same time, many forecasting methods need sufficient investigation and data processing, which undoubtedly increases the complexity and operability of forecasting problems. Therefore, we regard the current taxi demand prediction as an origin–destination problem in order to provide more accurate predictions for the taxi demand problem. By combining a spatial network based on graph convolutional network (GCN) and a temporal network of convolutional long short-term memory (Conv-LSTM), we propose a new spatial-temporal model of Conv-LSTM two-dimensional bidirectional GCN (CTBGCN) to uncover the potential correlation between origin and destination. We utilize the temporal network for effective temporal information and the spatial network of multi-layers to get the implicit origin–destination correlation. Numerical results suggest that the proposed method outperforms the state-of-the-art baseline and other traditional methods." @default.
- W4376278921 created "2023-05-13" @default.
- W4376278921 creator A5026584463 @default.
- W4376278921 creator A5049264813 @default.
- W4376278921 creator A5062646818 @default.
- W4376278921 date "2023-05-11" @default.
- W4376278921 modified "2023-09-29" @default.
- W4376278921 title "Convolutional Long Short-Term Memory Two-Dimensional Bidirectional Graph Convolutional Network for Taxi Demand Prediction" @default.
- W4376278921 cites W1789808336 @default.
- W4376278921 cites W1979616815 @default.
- W4376278921 cites W1995315381 @default.
- W4376278921 cites W1996212582 @default.
- W4376278921 cites W2019663200 @default.
- W4376278921 cites W2108610625 @default.
- W4376278921 cites W2294868795 @default.
- W4376278921 cites W2509435328 @default.
- W4376278921 cites W2584174354 @default.
- W4376278921 cites W2695874637 @default.
- W4376278921 cites W2788134583 @default.
- W4376278921 cites W2893424895 @default.
- W4376278921 cites W2944851425 @default.
- W4376278921 cites W2946160394 @default.
- W4376278921 cites W2949732208 @default.
- W4376278921 cites W3029978369 @default.
- W4376278921 cites W3102476541 @default.
- W4376278921 cites W3103720336 @default.
- W4376278921 cites W3109254449 @default.
- W4376278921 cites W3176075655 @default.
- W4376278921 cites W3192140288 @default.
- W4376278921 cites W4280608935 @default.
- W4376278921 cites W4313215742 @default.
- W4376278921 doi "https://doi.org/10.3390/su15107903" @default.
- W4376278921 hasPublicationYear "2023" @default.
- W4376278921 type Work @default.
- W4376278921 citedByCount "1" @default.
- W4376278921 countsByYear W43762789212023 @default.
- W4376278921 crossrefType "journal-article" @default.
- W4376278921 hasAuthorship W4376278921A5026584463 @default.
- W4376278921 hasAuthorship W4376278921A5049264813 @default.
- W4376278921 hasAuthorship W4376278921A5062646818 @default.
- W4376278921 hasBestOaLocation W43762789211 @default.
- W4376278921 hasConcept C111368507 @default.
- W4376278921 hasConcept C115903868 @default.
- W4376278921 hasConcept C119857082 @default.
- W4376278921 hasConcept C121332964 @default.
- W4376278921 hasConcept C124101348 @default.
- W4376278921 hasConcept C126231374 @default.
- W4376278921 hasConcept C12725497 @default.
- W4376278921 hasConcept C127313418 @default.
- W4376278921 hasConcept C132525143 @default.
- W4376278921 hasConcept C133488467 @default.
- W4376278921 hasConcept C147168706 @default.
- W4376278921 hasConcept C154945302 @default.
- W4376278921 hasConcept C193809577 @default.
- W4376278921 hasConcept C33923547 @default.
- W4376278921 hasConcept C41008148 @default.
- W4376278921 hasConcept C42475967 @default.
- W4376278921 hasConcept C50644808 @default.
- W4376278921 hasConcept C61797465 @default.
- W4376278921 hasConcept C62520636 @default.
- W4376278921 hasConcept C80444323 @default.
- W4376278921 hasConcept C81363708 @default.
- W4376278921 hasConceptScore W4376278921C111368507 @default.
- W4376278921 hasConceptScore W4376278921C115903868 @default.
- W4376278921 hasConceptScore W4376278921C119857082 @default.
- W4376278921 hasConceptScore W4376278921C121332964 @default.
- W4376278921 hasConceptScore W4376278921C124101348 @default.
- W4376278921 hasConceptScore W4376278921C126231374 @default.
- W4376278921 hasConceptScore W4376278921C12725497 @default.
- W4376278921 hasConceptScore W4376278921C127313418 @default.
- W4376278921 hasConceptScore W4376278921C132525143 @default.
- W4376278921 hasConceptScore W4376278921C133488467 @default.
- W4376278921 hasConceptScore W4376278921C147168706 @default.
- W4376278921 hasConceptScore W4376278921C154945302 @default.
- W4376278921 hasConceptScore W4376278921C193809577 @default.
- W4376278921 hasConceptScore W4376278921C33923547 @default.
- W4376278921 hasConceptScore W4376278921C41008148 @default.
- W4376278921 hasConceptScore W4376278921C42475967 @default.
- W4376278921 hasConceptScore W4376278921C50644808 @default.
- W4376278921 hasConceptScore W4376278921C61797465 @default.
- W4376278921 hasConceptScore W4376278921C62520636 @default.
- W4376278921 hasConceptScore W4376278921C80444323 @default.
- W4376278921 hasConceptScore W4376278921C81363708 @default.
- W4376278921 hasIssue "10" @default.
- W4376278921 hasLocation W43762789211 @default.
- W4376278921 hasOpenAccess W4376278921 @default.
- W4376278921 hasPrimaryLocation W43762789211 @default.
- W4376278921 hasRelatedWork W2961085424 @default.
- W4376278921 hasRelatedWork W3016958897 @default.
- W4376278921 hasRelatedWork W3021430260 @default.
- W4376278921 hasRelatedWork W3027997911 @default.
- W4376278921 hasRelatedWork W3181746755 @default.
- W4376278921 hasRelatedWork W4287776258 @default.
- W4376278921 hasRelatedWork W4293863467 @default.
- W4376278921 hasRelatedWork W4306674287 @default.
- W4376278921 hasRelatedWork W4376278921 @default.
- W4376278921 hasRelatedWork W4224009465 @default.
- W4376278921 hasVolume "15" @default.