Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963992008> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W2963992008 endingPage "2352" @default.
- W2963992008 startingPage "2343" @default.
- W2963992008 abstract "We propose a novel class of network models for temporal dyadic interaction data. Our objective is to capture important features often observed in social interactions: sparsity, degree heterogeneity, community structure and reciprocity. We use mutually-exciting Hawkes processes to model the interactions between each (directed) pair of individuals. The intensity of each process allows interactions to arise as responses to opposite interactions (reciprocity), or due to shared interests between individuals (community structure). For sparsity and degree heterogeneity, we build the non time dependent part of the intensity function on compound random measures following Todeschini et al., 2016. We conduct experiments on real-world temporal interaction data and show that the proposed model outperforms competing approaches for link prediction, and leads to interpretable parameters." @default.
- W2963992008 created "2019-07-30" @default.
- W2963992008 creator A5064373793 @default.
- W2963992008 creator A5067178186 @default.
- W2963992008 creator A5080037745 @default.
- W2963992008 date "2018-03-16" @default.
- W2963992008 modified "2023-10-18" @default.
- W2963992008 title "Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data" @default.
- W2963992008 hasPublicationYear "2018" @default.
- W2963992008 type Work @default.
- W2963992008 sameAs 2963992008 @default.
- W2963992008 citedByCount "6" @default.
- W2963992008 countsByYear W29639920082019 @default.
- W2963992008 countsByYear W29639920082020 @default.
- W2963992008 countsByYear W29639920082021 @default.
- W2963992008 crossrefType "proceedings-article" @default.
- W2963992008 hasAuthorship W2963992008A5064373793 @default.
- W2963992008 hasAuthorship W2963992008A5067178186 @default.
- W2963992008 hasAuthorship W2963992008A5080037745 @default.
- W2963992008 hasConcept C105795698 @default.
- W2963992008 hasConcept C119857082 @default.
- W2963992008 hasConcept C133079900 @default.
- W2963992008 hasConcept C149782125 @default.
- W2963992008 hasConcept C154945302 @default.
- W2963992008 hasConcept C15744967 @default.
- W2963992008 hasConcept C169903001 @default.
- W2963992008 hasConcept C33923547 @default.
- W2963992008 hasConcept C41008148 @default.
- W2963992008 hasConcept C77805123 @default.
- W2963992008 hasConceptScore W2963992008C105795698 @default.
- W2963992008 hasConceptScore W2963992008C119857082 @default.
- W2963992008 hasConceptScore W2963992008C133079900 @default.
- W2963992008 hasConceptScore W2963992008C149782125 @default.
- W2963992008 hasConceptScore W2963992008C154945302 @default.
- W2963992008 hasConceptScore W2963992008C15744967 @default.
- W2963992008 hasConceptScore W2963992008C169903001 @default.
- W2963992008 hasConceptScore W2963992008C33923547 @default.
- W2963992008 hasConceptScore W2963992008C41008148 @default.
- W2963992008 hasConceptScore W2963992008C77805123 @default.
- W2963992008 hasLocation W29639920081 @default.
- W2963992008 hasOpenAccess W2963992008 @default.
- W2963992008 hasPrimaryLocation W29639920081 @default.
- W2963992008 hasRelatedWork W1551516443 @default.
- W2963992008 hasRelatedWork W1594298017 @default.
- W2963992008 hasRelatedWork W2005941514 @default.
- W2963992008 hasRelatedWork W2077787974 @default.
- W2963992008 hasRelatedWork W2099888920 @default.
- W2963992008 hasRelatedWork W2101645017 @default.
- W2963992008 hasRelatedWork W2291701016 @default.
- W2963992008 hasRelatedWork W2782749849 @default.
- W2963992008 hasRelatedWork W2793681700 @default.
- W2963992008 hasRelatedWork W2980225266 @default.
- W2963992008 hasRelatedWork W2981202088 @default.
- W2963992008 hasRelatedWork W3034620096 @default.
- W2963992008 hasRelatedWork W3036883990 @default.
- W2963992008 hasRelatedWork W3037319913 @default.
- W2963992008 hasRelatedWork W3098525003 @default.
- W2963992008 hasRelatedWork W3106332252 @default.
- W2963992008 hasRelatedWork W3139177101 @default.
- W2963992008 hasRelatedWork W3167589798 @default.
- W2963992008 hasRelatedWork W3168843009 @default.
- W2963992008 hasRelatedWork W3182098503 @default.
- W2963992008 hasVolume "31" @default.
- W2963992008 isParatext "false" @default.
- W2963992008 isRetracted "false" @default.
- W2963992008 magId "2963992008" @default.
- W2963992008 workType "article" @default.