FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2094256875> ?p ?o ?g. }

• W2094256875 abstract "In this paper, we propose a data-driven crowd behavior model that is constructed by extracting examples from human motion data describing how humans make decisions. We cluster the examples before the simulation to find similar patterns of behavior. During the simulation, at each simulation time step, we first classify the input state perceived by an agent in the simulation into one example cluster using an artificial neural network classifier. We then combine similar examples of that cluster to produce an output, a velocity vector indicating the position of the agent in the next time step. Such a two step matching process enables the selection of the most similar example accurately and efficiently. To verify our approach, we have developed an initial prototype in which we build our model using motion data generated by a RVO2 simulator, attempting to reproduce the behavior of the RVO2 model. By comparing the position of the same agent simulated by the RVO2 mode land our model respectively at the same time steps, we show that our model has the ability to reproduce the behavior of the RVO2 model accurately. As future work, we will use real human motion data as model input, so that our model may perform human-like motion behavior." @default.
• W2094256875 created "2016-06-24" @default.
• W2094256875 creator A5036580072 @default.
• W2094256875 creator A5055281326 @default.
• W2094256875 creator A5076640059 @default.
• W2094256875 date "2013-10-01" @default.
• W2094256875 modified "2023-10-12" @default.
• W2094256875 title "A Data-Driven Crowd Simulation Model Based on Clustering and Classification" @default.
• W2094256875 cites W1555079265 @default.
• W2094256875 cites W1970206276 @default.
• W2094256875 cites W1987971958 @default.
• W2094256875 cites W2006779554 @default.
• W2094256875 cites W2012929033 @default.
• W2094256875 cites W2035890032 @default.
• W2094256875 cites W2065042410 @default.
• W2094256875 cites W2079291076 @default.
• W2094256875 cites W2089584121 @default.
• W2094256875 cites W2121394390 @default.
• W2094256875 cites W2129746290 @default.
• W2094256875 cites W2142943472 @default.
• W2094256875 cites W2150312211 @default.
• W2094256875 cites W2167052694 @default.
• W2094256875 cites W2534527426 @default.
• W2094256875 cites W3101207396 @default.
• W2094256875 cites W4249327934 @default.
• W2094256875 doi "https://doi.org/10.1109/ds-rt.2013.21" @default.
• W2094256875 hasPublicationYear "2013" @default.
• W2094256875 type Work @default.
• W2094256875 sameAs 2094256875 @default.
• W2094256875 citedByCount "24" @default.
• W2094256875 countsByYear W20942568752014 @default.
• W2094256875 countsByYear W20942568752015 @default.
• W2094256875 countsByYear W20942568752016 @default.
• W2094256875 countsByYear W20942568752017 @default.
• W2094256875 countsByYear W20942568752018 @default.
• W2094256875 countsByYear W20942568752020 @default.
• W2094256875 countsByYear W20942568752021 @default.
• W2094256875 countsByYear W20942568752022 @default.
• W2094256875 countsByYear W20942568752023 @default.
• W2094256875 crossrefType "proceedings-article" @default.
• W2094256875 hasAuthorship W2094256875A5036580072 @default.
• W2094256875 hasAuthorship W2094256875A5055281326 @default.
• W2094256875 hasAuthorship W2094256875A5076640059 @default.
• W2094256875 hasConcept C10138342 @default.
• W2094256875 hasConcept C104114177 @default.
• W2094256875 hasConcept C105795698 @default.
• W2094256875 hasConcept C111919701 @default.
• W2094256875 hasConcept C119857082 @default.
• W2094256875 hasConcept C124101348 @default.
• W2094256875 hasConcept C154945302 @default.
• W2094256875 hasConcept C162324750 @default.
• W2094256875 hasConcept C165064840 @default.
• W2094256875 hasConcept C198082294 @default.
• W2094256875 hasConcept C2777852691 @default.
• W2094256875 hasConcept C33923547 @default.
• W2094256875 hasConcept C38652104 @default.
• W2094256875 hasConcept C41008148 @default.
• W2094256875 hasConcept C44042526 @default.
• W2094256875 hasConcept C45617602 @default.
• W2094256875 hasConcept C50644808 @default.
• W2094256875 hasConcept C67186912 @default.
• W2094256875 hasConcept C73555534 @default.
• W2094256875 hasConcept C77088390 @default.
• W2094256875 hasConcept C95623464 @default.
• W2094256875 hasConcept C98045186 @default.
• W2094256875 hasConceptScore W2094256875C10138342 @default.
• W2094256875 hasConceptScore W2094256875C104114177 @default.
• W2094256875 hasConceptScore W2094256875C105795698 @default.
• W2094256875 hasConceptScore W2094256875C111919701 @default.
• W2094256875 hasConceptScore W2094256875C119857082 @default.
• W2094256875 hasConceptScore W2094256875C124101348 @default.
• W2094256875 hasConceptScore W2094256875C154945302 @default.
• W2094256875 hasConceptScore W2094256875C162324750 @default.
• W2094256875 hasConceptScore W2094256875C165064840 @default.
• W2094256875 hasConceptScore W2094256875C198082294 @default.
• W2094256875 hasConceptScore W2094256875C2777852691 @default.
• W2094256875 hasConceptScore W2094256875C33923547 @default.
• W2094256875 hasConceptScore W2094256875C38652104 @default.
• W2094256875 hasConceptScore W2094256875C41008148 @default.
• W2094256875 hasConceptScore W2094256875C44042526 @default.
• W2094256875 hasConceptScore W2094256875C45617602 @default.
• W2094256875 hasConceptScore W2094256875C50644808 @default.
• W2094256875 hasConceptScore W2094256875C67186912 @default.
• W2094256875 hasConceptScore W2094256875C73555534 @default.
• W2094256875 hasConceptScore W2094256875C77088390 @default.
• W2094256875 hasConceptScore W2094256875C95623464 @default.
• W2094256875 hasConceptScore W2094256875C98045186 @default.
• W2094256875 hasLocation W20942568751 @default.
• W2094256875 hasOpenAccess W2094256875 @default.
• W2094256875 hasPrimaryLocation W20942568751 @default.
• W2094256875 hasRelatedWork W17148226 @default.
• W2094256875 hasRelatedWork W2189421535 @default.
• W2094256875 hasRelatedWork W2512018286 @default.
• W2094256875 hasRelatedWork W2556319748 @default.
• W2094256875 hasRelatedWork W2891961174 @default.
• W2094256875 hasRelatedWork W2961085424 @default.
• W2094256875 hasRelatedWork W3200179079 @default.
• W2094256875 hasRelatedWork W4249229055 @default.
• W2094256875 hasRelatedWork W4310989423 @default.
• W2094256875 hasRelatedWork W1629725936 @default.

• next