Matches in SemOpenAlex for { <https://semopenalex.org/work/W4361807031> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4361807031 abstract "This study presents a novel deep learning method, called GATv2-GCN, for predicting player performance in sports. To construct a dynamic player interaction graph, we leverage player statistics and their interactions during gameplay. We use a graph attention network to capture the attention that each player pays to each other, allowing for more accurate modeling of the dynamic player interactions. To handle the multivariate player statistics time series, we incorporate a temporal convolution layer, which provides the model with temporal predictive power. We evaluate the performance of our model using real-world sports data, demonstrating its effectiveness in predicting player performance. Furthermore, we explore the potential use of our model in a sports betting context, providing insights into profitable strategies that leverage our predictive power. The proposed method has the potential to advance the state-of-the-art in player performance prediction and to provide valuable insights for sports analytics and betting industries." @default.
- W4361807031 created "2023-04-05" @default.
- W4361807031 creator A5054220107 @default.
- W4361807031 creator A5068804090 @default.
- W4361807031 date "2023-03-29" @default.
- W4361807031 modified "2023-09-27" @default.
- W4361807031 title "Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution" @default.
- W4361807031 doi "https://doi.org/10.48550/arxiv.2303.16741" @default.
- W4361807031 hasPublicationYear "2023" @default.
- W4361807031 type Work @default.
- W4361807031 citedByCount "0" @default.
- W4361807031 crossrefType "posted-content" @default.
- W4361807031 hasAuthorship W4361807031A5054220107 @default.
- W4361807031 hasAuthorship W4361807031A5068804090 @default.
- W4361807031 hasBestOaLocation W43618070311 @default.
- W4361807031 hasConcept C106937863 @default.
- W4361807031 hasConcept C111472728 @default.
- W4361807031 hasConcept C119857082 @default.
- W4361807031 hasConcept C124101348 @default.
- W4361807031 hasConcept C132525143 @default.
- W4361807031 hasConcept C138885662 @default.
- W4361807031 hasConcept C153083717 @default.
- W4361807031 hasConcept C154945302 @default.
- W4361807031 hasConcept C161584116 @default.
- W4361807031 hasConcept C2522767166 @default.
- W4361807031 hasConcept C2778136018 @default.
- W4361807031 hasConcept C41008148 @default.
- W4361807031 hasConcept C79158427 @default.
- W4361807031 hasConcept C80444323 @default.
- W4361807031 hasConceptScore W4361807031C106937863 @default.
- W4361807031 hasConceptScore W4361807031C111472728 @default.
- W4361807031 hasConceptScore W4361807031C119857082 @default.
- W4361807031 hasConceptScore W4361807031C124101348 @default.
- W4361807031 hasConceptScore W4361807031C132525143 @default.
- W4361807031 hasConceptScore W4361807031C138885662 @default.
- W4361807031 hasConceptScore W4361807031C153083717 @default.
- W4361807031 hasConceptScore W4361807031C154945302 @default.
- W4361807031 hasConceptScore W4361807031C161584116 @default.
- W4361807031 hasConceptScore W4361807031C2522767166 @default.
- W4361807031 hasConceptScore W4361807031C2778136018 @default.
- W4361807031 hasConceptScore W4361807031C41008148 @default.
- W4361807031 hasConceptScore W4361807031C79158427 @default.
- W4361807031 hasConceptScore W4361807031C80444323 @default.
- W4361807031 hasLocation W43618070311 @default.
- W4361807031 hasOpenAccess W4361807031 @default.
- W4361807031 hasPrimaryLocation W43618070311 @default.
- W4361807031 hasRelatedWork W2809858895 @default.
- W4361807031 hasRelatedWork W2897678396 @default.
- W4361807031 hasRelatedWork W2946227116 @default.
- W4361807031 hasRelatedWork W3119715496 @default.
- W4361807031 hasRelatedWork W4285505876 @default.
- W4361807031 hasRelatedWork W4288784938 @default.
- W4361807031 hasRelatedWork W4319993366 @default.
- W4361807031 hasRelatedWork W4320063224 @default.
- W4361807031 hasRelatedWork W56723094 @default.
- W4361807031 hasRelatedWork W3110924842 @default.
- W4361807031 isParatext "false" @default.
- W4361807031 isRetracted "false" @default.
- W4361807031 workType "article" @default.