Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023170106> ?p ?o ?g. }
- W2023170106 abstract "Multimedia search over distributed sources often result in recurrent images or videos which are manifested beyond the textual modality. To exploit such contextual patterns and keep the simplicity of the keyword-based search, we propose novel reranking methods to leverage the recurrent patterns to improve the initial text search results. The approach, context reranking, is formulated as a random walk problem along the context graph, where video stories are nodes and the edges between them are weighted by multimodal contextual similarities. The random walk is biased with the preference towards stories with higher initial text search scores - a principled way to consider both initial text search results and their implicit contextual relationships. When evaluated on TRECVID 2005 video benchmark, the proposed approach can improve retrieval on the average up to 32% relative to the baseline text search method in terms of story-level Mean Average Precision. In the people-related queries, which usually have recurrent coverage across news sources, we can have up to 40% relative improvement. Most of all, the proposed method does not require any additional input from users (e.g., example images), or complex search models for special queries (e.g., named person search)." @default.
- W2023170106 created "2016-06-24" @default.
- W2023170106 creator A5017855052 @default.
- W2023170106 creator A5043898632 @default.
- W2023170106 creator A5064407363 @default.
- W2023170106 date "2007-09-29" @default.
- W2023170106 modified "2023-10-18" @default.
- W2023170106 title "Video search reranking through random walk over document-level context graph" @default.
- W2023170106 cites W1578226009 @default.
- W2023170106 cites W1967661515 @default.
- W2023170106 cites W1967666795 @default.
- W2023170106 cites W1972442292 @default.
- W2023170106 cites W2009484134 @default.
- W2023170106 cites W2046624828 @default.
- W2023170106 cites W2048679005 @default.
- W2023170106 cites W2060314721 @default.
- W2023170106 cites W2079234336 @default.
- W2023170106 cites W2121947440 @default.
- W2023170106 cites W2144080413 @default.
- W2023170106 cites W2145541974 @default.
- W2023170106 cites W2161118554 @default.
- W2023170106 cites W2167247356 @default.
- W2023170106 doi "https://doi.org/10.1145/1291233.1291446" @default.
- W2023170106 hasPublicationYear "2007" @default.
- W2023170106 type Work @default.
- W2023170106 sameAs 2023170106 @default.
- W2023170106 citedByCount "211" @default.
- W2023170106 countsByYear W20231701062012 @default.
- W2023170106 countsByYear W20231701062013 @default.
- W2023170106 countsByYear W20231701062014 @default.
- W2023170106 countsByYear W20231701062015 @default.
- W2023170106 countsByYear W20231701062016 @default.
- W2023170106 countsByYear W20231701062017 @default.
- W2023170106 countsByYear W20231701062018 @default.
- W2023170106 countsByYear W20231701062019 @default.
- W2023170106 countsByYear W20231701062020 @default.
- W2023170106 countsByYear W20231701062021 @default.
- W2023170106 countsByYear W20231701062022 @default.
- W2023170106 countsByYear W20231701062023 @default.
- W2023170106 crossrefType "proceedings-article" @default.
- W2023170106 hasAuthorship W2023170106A5017855052 @default.
- W2023170106 hasAuthorship W2023170106A5043898632 @default.
- W2023170106 hasAuthorship W2023170106A5064407363 @default.
- W2023170106 hasBestOaLocation W20231701062 @default.
- W2023170106 hasConcept C105795698 @default.
- W2023170106 hasConcept C111368507 @default.
- W2023170106 hasConcept C11413529 @default.
- W2023170106 hasConcept C121194460 @default.
- W2023170106 hasConcept C125583679 @default.
- W2023170106 hasConcept C12725497 @default.
- W2023170106 hasConcept C127313418 @default.
- W2023170106 hasConcept C132525143 @default.
- W2023170106 hasConcept C13280743 @default.
- W2023170106 hasConcept C151730666 @default.
- W2023170106 hasConcept C153083717 @default.
- W2023170106 hasConcept C154945302 @default.
- W2023170106 hasConcept C165696696 @default.
- W2023170106 hasConcept C185798385 @default.
- W2023170106 hasConcept C19889080 @default.
- W2023170106 hasConcept C20228898 @default.
- W2023170106 hasConcept C205649164 @default.
- W2023170106 hasConcept C23123220 @default.
- W2023170106 hasConcept C2779343474 @default.
- W2023170106 hasConcept C33923547 @default.
- W2023170106 hasConcept C38652104 @default.
- W2023170106 hasConcept C41008148 @default.
- W2023170106 hasConcept C80444323 @default.
- W2023170106 hasConcept C86803240 @default.
- W2023170106 hasConcept C97854310 @default.
- W2023170106 hasConceptScore W2023170106C105795698 @default.
- W2023170106 hasConceptScore W2023170106C111368507 @default.
- W2023170106 hasConceptScore W2023170106C11413529 @default.
- W2023170106 hasConceptScore W2023170106C121194460 @default.
- W2023170106 hasConceptScore W2023170106C125583679 @default.
- W2023170106 hasConceptScore W2023170106C12725497 @default.
- W2023170106 hasConceptScore W2023170106C127313418 @default.
- W2023170106 hasConceptScore W2023170106C132525143 @default.
- W2023170106 hasConceptScore W2023170106C13280743 @default.
- W2023170106 hasConceptScore W2023170106C151730666 @default.
- W2023170106 hasConceptScore W2023170106C153083717 @default.
- W2023170106 hasConceptScore W2023170106C154945302 @default.
- W2023170106 hasConceptScore W2023170106C165696696 @default.
- W2023170106 hasConceptScore W2023170106C185798385 @default.
- W2023170106 hasConceptScore W2023170106C19889080 @default.
- W2023170106 hasConceptScore W2023170106C20228898 @default.
- W2023170106 hasConceptScore W2023170106C205649164 @default.
- W2023170106 hasConceptScore W2023170106C23123220 @default.
- W2023170106 hasConceptScore W2023170106C2779343474 @default.
- W2023170106 hasConceptScore W2023170106C33923547 @default.
- W2023170106 hasConceptScore W2023170106C38652104 @default.
- W2023170106 hasConceptScore W2023170106C41008148 @default.
- W2023170106 hasConceptScore W2023170106C80444323 @default.
- W2023170106 hasConceptScore W2023170106C86803240 @default.
- W2023170106 hasConceptScore W2023170106C97854310 @default.
- W2023170106 hasLocation W20231701061 @default.
- W2023170106 hasLocation W20231701062 @default.
- W2023170106 hasOpenAccess W2023170106 @default.
- W2023170106 hasPrimaryLocation W20231701061 @default.
- W2023170106 hasRelatedWork W2127893105 @default.
- W2023170106 hasRelatedWork W2366258840 @default.