Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382618511> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4382618511 abstract "Forecasting the number of visits to Points-of-Interest (POI) in an urban area is critical for planning and decision-making for various application domains, from urban planning and transportation management to public health and social studies. Although this forecasting problem can be formulated as a multivariate time-series forecasting task, the current approaches cannot fully exploit the ever-changing multi-context correlations among POIs. Therefore, we propose Busyness Graph Neural Network (BysGNN), a temporal graph neural network designed to learn and uncover the underlying multi-context correlations between POIs for accurate visit forecasting. Unlike other approaches where only time-series data is used to learn a dynamic graph, BysGNN utilizes all contextual information and time-series data to learn an accurate dynamic graph representation. By incorporating all contextual, temporal, and spatial signals, we observe a significant improvement in our forecasting accuracy over state-of-the-art forecasting models in our experiments with real-world datasets across the United States." @default.
- W4382618511 created "2023-06-30" @default.
- W4382618511 creator A5002529084 @default.
- W4382618511 creator A5003500167 @default.
- W4382618511 creator A5017732456 @default.
- W4382618511 creator A5027811308 @default.
- W4382618511 creator A5035680515 @default.
- W4382618511 creator A5045786247 @default.
- W4382618511 creator A5053759908 @default.
- W4382618511 date "2023-06-28" @default.
- W4382618511 modified "2023-10-12" @default.
- W4382618511 title "Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting" @default.
- W4382618511 doi "https://doi.org/10.1145/3589132.3625567" @default.
- W4382618511 hasPublicationYear "2023" @default.
- W4382618511 type Work @default.
- W4382618511 citedByCount "0" @default.
- W4382618511 crossrefType "posted-content" @default.
- W4382618511 hasAuthorship W4382618511A5002529084 @default.
- W4382618511 hasAuthorship W4382618511A5003500167 @default.
- W4382618511 hasAuthorship W4382618511A5017732456 @default.
- W4382618511 hasAuthorship W4382618511A5027811308 @default.
- W4382618511 hasAuthorship W4382618511A5035680515 @default.
- W4382618511 hasAuthorship W4382618511A5045786247 @default.
- W4382618511 hasAuthorship W4382618511A5053759908 @default.
- W4382618511 hasBestOaLocation W43826185111 @default.
- W4382618511 hasConcept C119857082 @default.
- W4382618511 hasConcept C124101348 @default.
- W4382618511 hasConcept C132525143 @default.
- W4382618511 hasConcept C150140777 @default.
- W4382618511 hasConcept C151406439 @default.
- W4382618511 hasConcept C154945302 @default.
- W4382618511 hasConcept C161584116 @default.
- W4382618511 hasConcept C165696696 @default.
- W4382618511 hasConcept C166957645 @default.
- W4382618511 hasConcept C17744445 @default.
- W4382618511 hasConcept C199539241 @default.
- W4382618511 hasConcept C205649164 @default.
- W4382618511 hasConcept C2522767166 @default.
- W4382618511 hasConcept C2776359362 @default.
- W4382618511 hasConcept C2779343474 @default.
- W4382618511 hasConcept C38652104 @default.
- W4382618511 hasConcept C41008148 @default.
- W4382618511 hasConcept C59404180 @default.
- W4382618511 hasConcept C80444323 @default.
- W4382618511 hasConcept C94625758 @default.
- W4382618511 hasConceptScore W4382618511C119857082 @default.
- W4382618511 hasConceptScore W4382618511C124101348 @default.
- W4382618511 hasConceptScore W4382618511C132525143 @default.
- W4382618511 hasConceptScore W4382618511C150140777 @default.
- W4382618511 hasConceptScore W4382618511C151406439 @default.
- W4382618511 hasConceptScore W4382618511C154945302 @default.
- W4382618511 hasConceptScore W4382618511C161584116 @default.
- W4382618511 hasConceptScore W4382618511C165696696 @default.
- W4382618511 hasConceptScore W4382618511C166957645 @default.
- W4382618511 hasConceptScore W4382618511C17744445 @default.
- W4382618511 hasConceptScore W4382618511C199539241 @default.
- W4382618511 hasConceptScore W4382618511C205649164 @default.
- W4382618511 hasConceptScore W4382618511C2522767166 @default.
- W4382618511 hasConceptScore W4382618511C2776359362 @default.
- W4382618511 hasConceptScore W4382618511C2779343474 @default.
- W4382618511 hasConceptScore W4382618511C38652104 @default.
- W4382618511 hasConceptScore W4382618511C41008148 @default.
- W4382618511 hasConceptScore W4382618511C59404180 @default.
- W4382618511 hasConceptScore W4382618511C80444323 @default.
- W4382618511 hasConceptScore W4382618511C94625758 @default.
- W4382618511 hasLocation W43826185111 @default.
- W4382618511 hasOpenAccess W4382618511 @default.
- W4382618511 hasPrimaryLocation W43826185111 @default.
- W4382618511 hasRelatedWork W2331043530 @default.
- W4382618511 hasRelatedWork W2354804553 @default.
- W4382618511 hasRelatedWork W2891961174 @default.
- W4382618511 hasRelatedWork W2997512100 @default.
- W4382618511 hasRelatedWork W3087493185 @default.
- W4382618511 hasRelatedWork W4206511970 @default.
- W4382618511 hasRelatedWork W4206762304 @default.
- W4382618511 hasRelatedWork W4380558678 @default.
- W4382618511 hasRelatedWork W4387123372 @default.
- W4382618511 hasRelatedWork W3135672801 @default.
- W4382618511 isParatext "false" @default.
- W4382618511 isRetracted "false" @default.
- W4382618511 workType "article" @default.