Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385300512> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4385300512 abstract "The application of automobile tool software is becoming increasingly widespread, and its functions are becoming increasingly diverse. Using vehicle traffic data to give users with recommendations for Points-of-interest (POI) is becoming an intriguing research challenge. However, the current POI recommendation is either a sequence-based method, ignoring the interaction information between users and POIs. Or it needs a lot of model training time to use graph correlation method to mine the interaction between users or vehicles and POIs. In order to address these issues, we propose a method for vehicle check-in data-driven POI recommendation based on improved Singular Value Decomposition (SVD) and Graph Convolutional Network (GCN). First, we apply SVD to replace the neighborhood aggregation update method in traditional GCN, update the node embedding with fewer parameters and faster speed. Second, we propose an information enhancement strategy to make up for the information loss caused by the SVD. Experiments on large vehicle check-in datasets demonstrate that our method is both faster and more effective when making POI recommendations." @default.
- W4385300512 created "2023-07-28" @default.
- W4385300512 creator A5007818509 @default.
- W4385300512 creator A5016034336 @default.
- W4385300512 creator A5016527932 @default.
- W4385300512 creator A5044504193 @default.
- W4385300512 creator A5062480853 @default.
- W4385300512 creator A5070386470 @default.
- W4385300512 creator A5082317196 @default.
- W4385300512 date "2022-12-01" @default.
- W4385300512 modified "2023-10-16" @default.
- W4385300512 title "Vehicle Check-In Data-driven POI Recommendation Based on Improved SVD and Graph Convolutional Network" @default.
- W4385300512 cites W2071702404 @default.
- W4385300512 cites W2885195348 @default.
- W4385300512 cites W2903871660 @default.
- W4385300512 cites W3012562343 @default.
- W4385300512 cites W3031852176 @default.
- W4385300512 cites W3040157551 @default.
- W4385300512 cites W3045200674 @default.
- W4385300512 cites W3153858161 @default.
- W4385300512 cites W3156972038 @default.
- W4385300512 cites W3174022889 @default.
- W4385300512 cites W3190872719 @default.
- W4385300512 cites W3198851774 @default.
- W4385300512 cites W3202603867 @default.
- W4385300512 cites W3211143493 @default.
- W4385300512 cites W3214366753 @default.
- W4385300512 cites W4210558159 @default.
- W4385300512 cites W4213457653 @default.
- W4385300512 cites W4221102134 @default.
- W4385300512 cites W4284668299 @default.
- W4385300512 cites W4285197869 @default.
- W4385300512 cites W4306316998 @default.
- W4385300512 cites W4306317072 @default.
- W4385300512 doi "https://doi.org/10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00295" @default.
- W4385300512 hasPublicationYear "2022" @default.
- W4385300512 type Work @default.
- W4385300512 citedByCount "0" @default.
- W4385300512 crossrefType "proceedings-article" @default.
- W4385300512 hasAuthorship W4385300512A5007818509 @default.
- W4385300512 hasAuthorship W4385300512A5016034336 @default.
- W4385300512 hasAuthorship W4385300512A5016527932 @default.
- W4385300512 hasAuthorship W4385300512A5044504193 @default.
- W4385300512 hasAuthorship W4385300512A5062480853 @default.
- W4385300512 hasAuthorship W4385300512A5070386470 @default.
- W4385300512 hasAuthorship W4385300512A5082317196 @default.
- W4385300512 hasConcept C119857082 @default.
- W4385300512 hasConcept C124101348 @default.
- W4385300512 hasConcept C127413603 @default.
- W4385300512 hasConcept C132525143 @default.
- W4385300512 hasConcept C150140777 @default.
- W4385300512 hasConcept C154945302 @default.
- W4385300512 hasConcept C199360897 @default.
- W4385300512 hasConcept C22789450 @default.
- W4385300512 hasConcept C23123220 @default.
- W4385300512 hasConcept C2777904410 @default.
- W4385300512 hasConcept C41008148 @default.
- W4385300512 hasConcept C41608201 @default.
- W4385300512 hasConcept C62611344 @default.
- W4385300512 hasConcept C66938386 @default.
- W4385300512 hasConcept C80444323 @default.
- W4385300512 hasConceptScore W4385300512C119857082 @default.
- W4385300512 hasConceptScore W4385300512C124101348 @default.
- W4385300512 hasConceptScore W4385300512C127413603 @default.
- W4385300512 hasConceptScore W4385300512C132525143 @default.
- W4385300512 hasConceptScore W4385300512C150140777 @default.
- W4385300512 hasConceptScore W4385300512C154945302 @default.
- W4385300512 hasConceptScore W4385300512C199360897 @default.
- W4385300512 hasConceptScore W4385300512C22789450 @default.
- W4385300512 hasConceptScore W4385300512C23123220 @default.
- W4385300512 hasConceptScore W4385300512C2777904410 @default.
- W4385300512 hasConceptScore W4385300512C41008148 @default.
- W4385300512 hasConceptScore W4385300512C41608201 @default.
- W4385300512 hasConceptScore W4385300512C62611344 @default.
- W4385300512 hasConceptScore W4385300512C66938386 @default.
- W4385300512 hasConceptScore W4385300512C80444323 @default.
- W4385300512 hasLocation W43853005121 @default.
- W4385300512 hasOpenAccess W4385300512 @default.
- W4385300512 hasPrimaryLocation W43853005121 @default.
- W4385300512 hasRelatedWork W2357241418 @default.
- W4385300512 hasRelatedWork W2961085424 @default.
- W4385300512 hasRelatedWork W2995828662 @default.
- W4385300512 hasRelatedWork W3046775127 @default.
- W4385300512 hasRelatedWork W3170094116 @default.
- W4385300512 hasRelatedWork W4285260836 @default.
- W4385300512 hasRelatedWork W4286629047 @default.
- W4385300512 hasRelatedWork W4306321456 @default.
- W4385300512 hasRelatedWork W4306674287 @default.
- W4385300512 hasRelatedWork W4224009465 @default.
- W4385300512 isParatext "false" @default.
- W4385300512 isRetracted "false" @default.
- W4385300512 workType "article" @default.