FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2807500178> ?p ?o ?g. }

• W2807500178 endingPage "26" @default.
• W2807500178 startingPage "1" @default.
• W2807500178 abstract "The elderly living in smart homes can have their daily movement recorded and analyzed. As different elders can have their own living habits, a methodology that can automatically identify their daily activities and discover their daily routines will be useful for better elderly care and support. In this article, we focus on automatic detection of behavioral patterns from the trajectory data of an individual for activity identification as well as daily routine discovery. The underlying challenges lie in the need to consider longer-range dependency of the sensor triggering events and spatiotemporal variations of the behavioral patterns exhibited by humans. We propose to represent the trajectory data using a behavior-aware flow graph that is a probabilistic finite state automaton with its nodes and edges attributed with some local behavior-aware features. We identify the underlying subflows as the behavioral patterns using the kernel k -means algorithm. Given the identified activities, we propose a novel nominal matrix factorization method under a Bayesian framework with Lasso to extract highly interpretable daily routines. For empirical evaluation, the proposed methodology has been compared with a number of existing methods based on both synthetic and publicly available real smart home datasets with promising results obtained. We also discuss how the proposed unsupervised methodology can be used to support exploratory behavior analysis for elderly care." @default.
• W2807500178 created "2018-06-13" @default.
• W2807500178 creator A5012777103 @default.
• W2807500178 creator A5032447166 @default.
• W2807500178 creator A5062375227 @default.
• W2807500178 creator A5070725173 @default.
• W2807500178 date "2018-06-01" @default.
• W2807500178 modified "2023-10-16" @default.
• W2807500178 title "Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis" @default.
• W2807500178 cites W1486103693 @default.
• W2807500178 cites W1550875849 @default.
• W2807500178 cites W1637995666 @default.
• W2807500178 cites W1651166699 @default.
• W2807500178 cites W1902027874 @default.
• W2807500178 cites W1968476015 @default.
• W2807500178 cites W1975406649 @default.
• W2807500178 cites W1976062966 @default.
• W2807500178 cites W1982300822 @default.
• W2807500178 cites W1982652137 @default.
• W2807500178 cites W1987228002 @default.
• W2807500178 cites W1988650444 @default.
• W2807500178 cites W1990444226 @default.
• W2807500178 cites W1996021175 @default.
• W2807500178 cites W2006080260 @default.
• W2807500178 cites W2012084072 @default.
• W2807500178 cites W2017634428 @default.
• W2807500178 cites W2021361613 @default.
• W2807500178 cites W2028031999 @default.
• W2807500178 cites W2029343251 @default.
• W2807500178 cites W2046093156 @default.
• W2807500178 cites W2065076279 @default.
• W2807500178 cites W2070135644 @default.
• W2807500178 cites W2074429610 @default.
• W2807500178 cites W2080803848 @default.
• W2807500178 cites W2088722350 @default.
• W2807500178 cites W2093655440 @default.
• W2807500178 cites W2099359781 @default.
• W2807500178 cites W2099614498 @default.
• W2807500178 cites W2108119513 @default.
• W2807500178 cites W2108688935 @default.
• W2807500178 cites W2122092249 @default.
• W2807500178 cites W2125118959 @default.
• W2807500178 cites W2128332586 @default.
• W2807500178 cites W2135046866 @default.
• W2807500178 cites W2135957668 @default.
• W2807500178 cites W2136468592 @default.
• W2807500178 cites W2138862736 @default.
• W2807500178 cites W2148959739 @default.
• W2807500178 cites W2151642109 @default.
• W2807500178 cites W2155777124 @default.
• W2807500178 cites W2166472401 @default.
• W2807500178 cites W2193891538 @default.
• W2807500178 cites W2206843233 @default.
• W2807500178 cites W2962756421 @default.
• W2807500178 cites W4230065058 @default.
• W2807500178 cites W4244928213 @default.
• W2807500178 doi "https://doi.org/10.1145/3178116" @default.
• W2807500178 hasPublicationYear "2018" @default.
• W2807500178 type Work @default.
• W2807500178 sameAs 2807500178 @default.
• W2807500178 citedByCount "8" @default.
• W2807500178 countsByYear W28075001782019 @default.
• W2807500178 countsByYear W28075001782020 @default.
• W2807500178 countsByYear W28075001782022 @default.
• W2807500178 crossrefType "journal-article" @default.
• W2807500178 hasAuthorship W2807500178A5012777103 @default.
• W2807500178 hasAuthorship W2807500178A5032447166 @default.
• W2807500178 hasAuthorship W2807500178A5062375227 @default.
• W2807500178 hasAuthorship W2807500178A5070725173 @default.
• W2807500178 hasConcept C115903868 @default.
• W2807500178 hasConcept C118552586 @default.
• W2807500178 hasConcept C119857082 @default.
• W2807500178 hasConcept C121332964 @default.
• W2807500178 hasConcept C124101348 @default.
• W2807500178 hasConcept C1276947 @default.
• W2807500178 hasConcept C13662910 @default.
• W2807500178 hasConcept C154945302 @default.
• W2807500178 hasConcept C15744967 @default.
• W2807500178 hasConcept C41008148 @default.
• W2807500178 hasConcept C49937458 @default.
• W2807500178 hasConcept C79544238 @default.
• W2807500178 hasConcept C83804111 @default.
• W2807500178 hasConceptScore W2807500178C115903868 @default.
• W2807500178 hasConceptScore W2807500178C118552586 @default.
• W2807500178 hasConceptScore W2807500178C119857082 @default.
• W2807500178 hasConceptScore W2807500178C121332964 @default.
• W2807500178 hasConceptScore W2807500178C124101348 @default.
• W2807500178 hasConceptScore W2807500178C1276947 @default.
• W2807500178 hasConceptScore W2807500178C13662910 @default.
• W2807500178 hasConceptScore W2807500178C154945302 @default.
• W2807500178 hasConceptScore W2807500178C15744967 @default.
• W2807500178 hasConceptScore W2807500178C41008148 @default.
• W2807500178 hasConceptScore W2807500178C49937458 @default.
• W2807500178 hasConceptScore W2807500178C79544238 @default.
• W2807500178 hasConceptScore W2807500178C83804111 @default.
• W2807500178 hasIssue "5" @default.
• W2807500178 hasLocation W28075001781 @default.
• W2807500178 hasOpenAccess W2807500178 @default.

• next