Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387360037> ?p ?o ?g. }
- W4387360037 endingPage "103518" @default.
- W4387360037 startingPage "103518" @default.
- W4387360037 abstract "IP geolocation is necessary for applications such as location-aware ad recommendation, traceability, and fraud detection. Presently, graph neural network-based approaches focus on geolocation information transfer of neighboring nodes of the target IP node. However, terminal hosts in real physical proximity in tier networks are often not directly connected, graph learning tasks ignore geographic knowledge from more distant connecting relationships. To address the limitations of existing work, we propose a new HyperGraph Neural Network (hyperGNN)-based IPv6 geolocation framework HGL_GEO (HyperGraph Learning Geolocation), by modeling a set of IP host groups with strong geographic-location correlation using hyper-edges, and incorporating IP knowledge and connectivity relationships into the hypergraph. The target IP nodes then learn geolocation knowledge in the hypergraph convolution, thus enabling IPv6-based geolocation tasks. The final experimental results on a 10-month test data collection from three real regions (Shanghai, New York, and Tokyo) show that the median error distance ranges from 5.837 km to 8.52 km, and that the average error distance ranges from 7.012 km to 9.359 km, compared with those of TNN, MLP_Geo, and GWS_Geo IP geolocation algorithms and the GCN and GAT. The median error distance of HGL_GEO is at least 10.12% less and the average error distance is at least 3.3% less than those of deep learning models." @default.
- W4387360037 created "2023-10-06" @default.
- W4387360037 creator A5001760242 @default.
- W4387360037 creator A5020154722 @default.
- W4387360037 creator A5023819377 @default.
- W4387360037 creator A5031315906 @default.
- W4387360037 creator A5037131488 @default.
- W4387360037 creator A5052167217 @default.
- W4387360037 creator A5068894237 @default.
- W4387360037 creator A5073628117 @default.
- W4387360037 creator A5078360362 @default.
- W4387360037 creator A5085450781 @default.
- W4387360037 creator A5091337485 @default.
- W4387360037 date "2023-11-01" @default.
- W4387360037 modified "2023-10-16" @default.
- W4387360037 title "HGL_GEO: Finer-grained IPv6 geolocation algorithm based on hypergraph learning" @default.
- W4387360037 cites W2054902478 @default.
- W4387360037 cites W2070414912 @default.
- W4387360037 cites W2130850880 @default.
- W4387360037 cites W2795420234 @default.
- W4387360037 cites W2888566981 @default.
- W4387360037 cites W2945319413 @default.
- W4387360037 cites W3023923584 @default.
- W4387360037 cites W3037702327 @default.
- W4387360037 cites W3080609720 @default.
- W4387360037 cites W3120227884 @default.
- W4387360037 cites W3125107665 @default.
- W4387360037 cites W3152893301 @default.
- W4387360037 cites W3157877258 @default.
- W4387360037 cites W3201683003 @default.
- W4387360037 cites W3205909056 @default.
- W4387360037 cites W3208152475 @default.
- W4387360037 cites W4200169175 @default.
- W4387360037 cites W4224298731 @default.
- W4387360037 cites W4225143680 @default.
- W4387360037 cites W4282926996 @default.
- W4387360037 cites W4286776224 @default.
- W4387360037 cites W4307168805 @default.
- W4387360037 cites W4313570474 @default.
- W4387360037 cites W4323927888 @default.
- W4387360037 cites W4365790415 @default.
- W4387360037 cites W4377862225 @default.
- W4387360037 cites W4385267080 @default.
- W4387360037 doi "https://doi.org/10.1016/j.ipm.2023.103518" @default.
- W4387360037 hasPublicationYear "2023" @default.
- W4387360037 type Work @default.
- W4387360037 citedByCount "0" @default.
- W4387360037 crossrefType "journal-article" @default.
- W4387360037 hasAuthorship W4387360037A5001760242 @default.
- W4387360037 hasAuthorship W4387360037A5020154722 @default.
- W4387360037 hasAuthorship W4387360037A5023819377 @default.
- W4387360037 hasAuthorship W4387360037A5031315906 @default.
- W4387360037 hasAuthorship W4387360037A5037131488 @default.
- W4387360037 hasAuthorship W4387360037A5052167217 @default.
- W4387360037 hasAuthorship W4387360037A5068894237 @default.
- W4387360037 hasAuthorship W4387360037A5073628117 @default.
- W4387360037 hasAuthorship W4387360037A5078360362 @default.
- W4387360037 hasAuthorship W4387360037A5085450781 @default.
- W4387360037 hasAuthorship W4387360037A5091337485 @default.
- W4387360037 hasBestOaLocation W43873600371 @default.
- W4387360037 hasConcept C11413529 @default.
- W4387360037 hasConcept C118615104 @default.
- W4387360037 hasConcept C120665830 @default.
- W4387360037 hasConcept C121332964 @default.
- W4387360037 hasConcept C124101348 @default.
- W4387360037 hasConcept C132525143 @default.
- W4387360037 hasConcept C136764020 @default.
- W4387360037 hasConcept C154945302 @default.
- W4387360037 hasConcept C192209626 @default.
- W4387360037 hasConcept C22041718 @default.
- W4387360037 hasConcept C2781221856 @default.
- W4387360037 hasConcept C33923547 @default.
- W4387360037 hasConcept C41008148 @default.
- W4387360037 hasConcept C80444323 @default.
- W4387360037 hasConceptScore W4387360037C11413529 @default.
- W4387360037 hasConceptScore W4387360037C118615104 @default.
- W4387360037 hasConceptScore W4387360037C120665830 @default.
- W4387360037 hasConceptScore W4387360037C121332964 @default.
- W4387360037 hasConceptScore W4387360037C124101348 @default.
- W4387360037 hasConceptScore W4387360037C132525143 @default.
- W4387360037 hasConceptScore W4387360037C136764020 @default.
- W4387360037 hasConceptScore W4387360037C154945302 @default.
- W4387360037 hasConceptScore W4387360037C192209626 @default.
- W4387360037 hasConceptScore W4387360037C22041718 @default.
- W4387360037 hasConceptScore W4387360037C2781221856 @default.
- W4387360037 hasConceptScore W4387360037C33923547 @default.
- W4387360037 hasConceptScore W4387360037C41008148 @default.
- W4387360037 hasConceptScore W4387360037C80444323 @default.
- W4387360037 hasIssue "6" @default.
- W4387360037 hasLocation W43873600371 @default.
- W4387360037 hasOpenAccess W4387360037 @default.
- W4387360037 hasPrimaryLocation W43873600371 @default.
- W4387360037 hasRelatedWork W1544242582 @default.
- W4387360037 hasRelatedWork W2052024186 @default.
- W4387360037 hasRelatedWork W2163194970 @default.
- W4387360037 hasRelatedWork W2187946387 @default.
- W4387360037 hasRelatedWork W2799094075 @default.
- W4387360037 hasRelatedWork W2892370851 @default.