FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2053672029> ?p ?o ?g. }

• W2053672029 abstract "Inferring human activity is of interest for various ubiquitous computing applications, particularly if it can be done using ambient information that can be collected non intrusively. In this paper, we explore human activity inference, in the context of energy consumption within a home, where we define an activity as the usage of an electrical appliance, its usage duration and its location. We also explore the dimension of identifying the occupant who performed the activity. Our goal is to answer questions such as Who is watching TV in the Dining Room and during what times?. This information is particularly important for scenarios such as the apportionment of energy use to individuals in shared settings for better understanding of occupant's energy consumption behavioral patterns. Unfortunately, accurate activity inference in realistic settings is challenging, especially when considering ease of deployment. One of the key differences between our work and prior research in this space is that we seek to combine readily available sensor data (i.e. home level electricity meters and sensors on smartphones carried by the occupants) and metadata information (e.g. appliance power ratings and their location) for activity inference. Our proposed EnergyLens system intelligently fuses electricity meter data with sensors on commodity smartphones -- the Wifi radio and the microphone -- to infer, with high accuracy, which appliance is being used, when its being used, where its being used in the home, and who is using it. EnergyLens exploits easily available metadata to further improve the detection accuracy. Real world experiments show that EnergyLens significantly improves the inference of energy usage activities (average precision= 75.2%, average recall= 77.8%) as compared to traditional approaches that use the meter data only (average precision = 28.4%, average recall = 22.3%)." @default.
• W2053672029 created "2016-06-24" @default.
• W2053672029 creator A5012227194 @default.
• W2053672029 creator A5071257070 @default.
• W2053672029 creator A5082832074 @default.
• W2053672029 creator A5087971601 @default.
• W2053672029 date "2014-06-11" @default.
• W2053672029 modified "2023-10-03" @default.
• W2053672029 title "EnergyLens" @default.
• W2053672029 cites W1966976522 @default.
• W2053672029 cites W1990605763 @default.
• W2053672029 cites W1992414457 @default.
• W2053672029 cites W2004626126 @default.
• W2053672029 cites W2005666490 @default.
• W2053672029 cites W2013000896 @default.
• W2053672029 cites W2023134667 @default.
• W2053672029 cites W2026414543 @default.
• W2053672029 cites W2041167114 @default.
• W2053672029 cites W2042079490 @default.
• W2053672029 cites W2044222806 @default.
• W2053672029 cites W2050503729 @default.
• W2053672029 cites W2054602086 @default.
• W2053672029 cites W2101243644 @default.
• W2053672029 cites W2101470756 @default.
• W2053672029 cites W2105308437 @default.
• W2053672029 cites W2108950108 @default.
• W2053672029 cites W2117736292 @default.
• W2053672029 cites W2123910460 @default.
• W2053672029 cites W2127523455 @default.
• W2053672029 cites W2131147042 @default.
• W2053672029 cites W2132334179 @default.
• W2053672029 cites W2142216726 @default.
• W2053672029 cites W2152361837 @default.
• W2053672029 cites W2154224206 @default.
• W2053672029 cites W2161708246 @default.
• W2053672029 cites W2168515119 @default.
• W2053672029 cites W2170102584 @default.
• W2053672029 cites W3145607915 @default.
• W2053672029 doi "https://doi.org/10.1145/2602044.2602058" @default.
• W2053672029 hasPublicationYear "2014" @default.
• W2053672029 type Work @default.
• W2053672029 sameAs 2053672029 @default.
• W2053672029 citedByCount "21" @default.
• W2053672029 countsByYear W20536720292014 @default.
• W2053672029 countsByYear W20536720292015 @default.
• W2053672029 countsByYear W20536720292016 @default.
• W2053672029 countsByYear W20536720292017 @default.
• W2053672029 countsByYear W20536720292018 @default.
• W2053672029 countsByYear W20536720292020 @default.
• W2053672029 countsByYear W20536720292022 @default.
• W2053672029 countsByYear W20536720292023 @default.
• W2053672029 crossrefType "proceedings-article" @default.
• W2053672029 hasAuthorship W2053672029A5012227194 @default.
• W2053672029 hasAuthorship W2053672029A5071257070 @default.
• W2053672029 hasAuthorship W2053672029A5082832074 @default.
• W2053672029 hasAuthorship W2053672029A5087971601 @default.
• W2053672029 hasConcept C105339364 @default.
• W2053672029 hasConcept C107457646 @default.
• W2053672029 hasConcept C111919701 @default.
• W2053672029 hasConcept C119599485 @default.
• W2053672029 hasConcept C121332964 @default.
• W2053672029 hasConcept C121687571 @default.
• W2053672029 hasConcept C127413603 @default.
• W2053672029 hasConcept C136764020 @default.
• W2053672029 hasConcept C151730666 @default.
• W2053672029 hasConcept C154945302 @default.
• W2053672029 hasConcept C163258240 @default.
• W2053672029 hasConcept C165696696 @default.
• W2053672029 hasConcept C206658404 @default.
• W2053672029 hasConcept C24590314 @default.
• W2053672029 hasConcept C26517878 @default.
• W2053672029 hasConcept C2776214188 @default.
• W2053672029 hasConcept C2779343474 @default.
• W2053672029 hasConcept C2780165032 @default.
• W2053672029 hasConcept C31258907 @default.
• W2053672029 hasConcept C38652104 @default.
• W2053672029 hasConcept C41008148 @default.
• W2053672029 hasConcept C62520636 @default.
• W2053672029 hasConcept C67172668 @default.
• W2053672029 hasConcept C79403827 @default.
• W2053672029 hasConcept C86803240 @default.
• W2053672029 hasConcept C93518851 @default.
• W2053672029 hasConceptScore W2053672029C105339364 @default.
• W2053672029 hasConceptScore W2053672029C107457646 @default.
• W2053672029 hasConceptScore W2053672029C111919701 @default.
• W2053672029 hasConceptScore W2053672029C119599485 @default.
• W2053672029 hasConceptScore W2053672029C121332964 @default.
• W2053672029 hasConceptScore W2053672029C121687571 @default.
• W2053672029 hasConceptScore W2053672029C127413603 @default.
• W2053672029 hasConceptScore W2053672029C136764020 @default.
• W2053672029 hasConceptScore W2053672029C151730666 @default.
• W2053672029 hasConceptScore W2053672029C154945302 @default.
• W2053672029 hasConceptScore W2053672029C163258240 @default.
• W2053672029 hasConceptScore W2053672029C165696696 @default.
• W2053672029 hasConceptScore W2053672029C206658404 @default.
• W2053672029 hasConceptScore W2053672029C24590314 @default.
• W2053672029 hasConceptScore W2053672029C26517878 @default.
• W2053672029 hasConceptScore W2053672029C2776214188 @default.
• W2053672029 hasConceptScore W2053672029C2779343474 @default.
• W2053672029 hasConceptScore W2053672029C2780165032 @default.

• next