Matches in SemOpenAlex for { <https://semopenalex.org/work/W2024161775> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W2024161775 endingPage "670" @default.
- W2024161775 startingPage "660" @default.
- W2024161775 abstract "The majority of approaches to activity recognition in sensor environments are either based on manually constructed rules for recognizing activities or lack the ability to incorporate complex temporal dependencies. Furthermore, in many cases, the rather unrealistic assumption is made that the subject carries out only one activity at a time. In this paper, we describe the use of Markov logic as a declarative framework for recognizing interleaved and concurrent activities incorporating both input from pervasive lightweight sensor technology and common-sense background knowledge. In particular, we assess its ability to learn statistical-temporal models from training data and to combine these models with background knowledge to improve the overall recognition accuracy. We also show the viability and the benefit of exploiting both qualitative and quantitative temporal relationships like the duration of the activities and their temporal order. To this end, we propose two Markov logic formulations for inferring the foreground activity as well as each activities’ start and end times. We evaluate the approach on an established dataset where it outperforms state-of-the-art algorithms for activity recognition." @default.
- W2024161775 created "2016-06-24" @default.
- W2024161775 creator A5031719069 @default.
- W2024161775 creator A5033386919 @default.
- W2024161775 creator A5050425933 @default.
- W2024161775 date "2011-12-01" @default.
- W2024161775 modified "2023-09-24" @default.
- W2024161775 title "Recognizing interleaved and concurrent activities using qualitative and quantitative temporal relationships" @default.
- W2024161775 cites W1483143901 @default.
- W2024161775 cites W1606444067 @default.
- W2024161775 cites W1815494026 @default.
- W2024161775 cites W1871193478 @default.
- W2024161775 cites W1977970897 @default.
- W2024161775 cites W1991366868 @default.
- W2024161775 cites W2026161366 @default.
- W2024161775 cites W2097826433 @default.
- W2024161775 cites W2103388129 @default.
- W2024161775 doi "https://doi.org/10.1016/j.pmcj.2011.08.004" @default.
- W2024161775 hasPublicationYear "2011" @default.
- W2024161775 type Work @default.
- W2024161775 sameAs 2024161775 @default.
- W2024161775 citedByCount "26" @default.
- W2024161775 countsByYear W20241617752012 @default.
- W2024161775 countsByYear W20241617752013 @default.
- W2024161775 countsByYear W20241617752014 @default.
- W2024161775 countsByYear W20241617752015 @default.
- W2024161775 countsByYear W20241617752016 @default.
- W2024161775 countsByYear W20241617752017 @default.
- W2024161775 countsByYear W20241617752018 @default.
- W2024161775 countsByYear W20241617752019 @default.
- W2024161775 countsByYear W20241617752020 @default.
- W2024161775 countsByYear W20241617752021 @default.
- W2024161775 countsByYear W20241617752022 @default.
- W2024161775 crossrefType "journal-article" @default.
- W2024161775 hasAuthorship W2024161775A5031719069 @default.
- W2024161775 hasAuthorship W2024161775A5033386919 @default.
- W2024161775 hasAuthorship W2024161775A5050425933 @default.
- W2024161775 hasConcept C112758219 @default.
- W2024161775 hasConcept C119857082 @default.
- W2024161775 hasConcept C121687571 @default.
- W2024161775 hasConcept C124101348 @default.
- W2024161775 hasConcept C124952713 @default.
- W2024161775 hasConcept C142362112 @default.
- W2024161775 hasConcept C153180895 @default.
- W2024161775 hasConcept C154945302 @default.
- W2024161775 hasConcept C23224414 @default.
- W2024161775 hasConcept C25016198 @default.
- W2024161775 hasConcept C41008148 @default.
- W2024161775 hasConcept C77277458 @default.
- W2024161775 hasConcept C80444323 @default.
- W2024161775 hasConcept C98763669 @default.
- W2024161775 hasConceptScore W2024161775C112758219 @default.
- W2024161775 hasConceptScore W2024161775C119857082 @default.
- W2024161775 hasConceptScore W2024161775C121687571 @default.
- W2024161775 hasConceptScore W2024161775C124101348 @default.
- W2024161775 hasConceptScore W2024161775C124952713 @default.
- W2024161775 hasConceptScore W2024161775C142362112 @default.
- W2024161775 hasConceptScore W2024161775C153180895 @default.
- W2024161775 hasConceptScore W2024161775C154945302 @default.
- W2024161775 hasConceptScore W2024161775C23224414 @default.
- W2024161775 hasConceptScore W2024161775C25016198 @default.
- W2024161775 hasConceptScore W2024161775C41008148 @default.
- W2024161775 hasConceptScore W2024161775C77277458 @default.
- W2024161775 hasConceptScore W2024161775C80444323 @default.
- W2024161775 hasConceptScore W2024161775C98763669 @default.
- W2024161775 hasIssue "6" @default.
- W2024161775 hasLocation W20241617751 @default.
- W2024161775 hasOpenAccess W2024161775 @default.
- W2024161775 hasPrimaryLocation W20241617751 @default.
- W2024161775 hasRelatedWork W1548481688 @default.
- W2024161775 hasRelatedWork W2023185280 @default.
- W2024161775 hasRelatedWork W2034281151 @default.
- W2024161775 hasRelatedWork W2120081246 @default.
- W2024161775 hasRelatedWork W2209523214 @default.
- W2024161775 hasRelatedWork W2539985974 @default.
- W2024161775 hasRelatedWork W2963474932 @default.
- W2024161775 hasRelatedWork W2970447946 @default.
- W2024161775 hasRelatedWork W3011192796 @default.
- W2024161775 hasRelatedWork W4301681594 @default.
- W2024161775 hasVolume "7" @default.
- W2024161775 isParatext "false" @default.
- W2024161775 isRetracted "false" @default.
- W2024161775 magId "2024161775" @default.
- W2024161775 workType "article" @default.