FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3155578757> ?p ?o ?g. }

• W3155578757 endingPage "e28020" @default.
• W3155578757 startingPage "e28020" @default.
• W3155578757 abstract "Background Children with profound intellectual and multiple disabilities (PIMD) or severe motor and intellectual disabilities (SMID) only communicate through movements, vocalizations, body postures, muscle tensions, or facial expressions on a pre- or protosymbolic level. Yet, to the best of our knowledge, there are few systems developed to specifically aid in categorizing and interpreting behaviors of children with PIMD or SMID to facilitate independent communication and mobility. Further, environmental data such as weather variables were found to have associations with human affects and behaviors among typically developing children; however, studies involving children with neurological functioning impairments that affect communication or those who have physical and/or motor disabilities are unexpectedly scarce. Objective This paper describes the design and development of the ChildSIDE app, which collects and transmits data associated with children’s behaviors, and linked location and environment information collected from data sources (GPS, iBeacon device, ALPS Sensor, and OpenWeatherMap application programming interface [API]) to the database. The aims of this study were to measure and compare the server/API performance of the app in detecting and transmitting environment data from the data sources to the database, and to categorize the movements associated with each behavior data as the basis for future development and analyses. Methods This study utilized a cross-sectional observational design by performing multiple single-subject face-to-face and video-recorded sessions among purposively sampled child-caregiver dyads (children diagnosed with PIMD/SMID, or severe or profound intellectual disability and their primary caregivers) from September 2019 to February 2020. To measure the server/API performance of the app in detecting and transmitting data from data sources to the database, frequency distribution and percentages of 31 location and environment data parameters were computed and compared. To categorize which body parts or movements were involved in each behavior, the interrater agreement κ statistic was used. Results The study comprised 150 sessions involving 20 child-caregiver dyads. The app collected 371 individual behavior data, 327 of which had associated location and environment data from data collection sources. The analyses revealed that ChildSIDE had a server/API performance >93% in detecting and transmitting outdoor location (GPS) and environment data (ALPS sensors, OpenWeatherMap API), whereas the performance with iBeacon data was lower (82.3%). Behaviors were manifested mainly through hand (22.8%) and body movements (27.7%), and vocalizations (21.6%). Conclusions The ChildSIDE app is an effective tool in collecting the behavior data of children with PIMD/SMID. The app showed high server/API performance in detecting outdoor location and environment data from sensors and an online API to the database with a performance rate above 93%. The results of the analysis and categorization of behaviors suggest a need for a system that uses motion capture and trajectory analyses for developing machine- or deep-learning algorithms to predict the needs of children with PIMD/SMID in the future." @default.
• W3155578757 created "2021-04-26" @default.
• W3155578757 creator A5004283978 @default.
• W3155578757 creator A5011096184 @default.
• W3155578757 creator A5028810502 @default.
• W3155578757 creator A5037639226 @default.
• W3155578757 creator A5055111051 @default.
• W3155578757 creator A5070494750 @default.
• W3155578757 creator A5086000643 @default.
• W3155578757 creator A5088197867 @default.
• W3155578757 date "2021-06-07" @default.
• W3155578757 modified "2023-10-14" @default.
• W3155578757 title "Integrating Behavior of Children with Profound Intellectual, Multiple, or Severe Motor Disabilities With Location and Environment Data Sensors for Independent Communication and Mobility: App Development and Pilot Testing" @default.
• W3155578757 cites W1967081236 @default.
• W3155578757 cites W2011474498 @default.
• W3155578757 cites W2029004998 @default.
• W3155578757 cites W2099418478 @default.
• W3155578757 cites W2100113892 @default.
• W3155578757 cites W2113965272 @default.
• W3155578757 cites W2132295896 @default.
• W3155578757 cites W2137789210 @default.
• W3155578757 cites W2138312306 @default.
• W3155578757 cites W2147727950 @default.
• W3155578757 cites W2149864433 @default.
• W3155578757 cites W2158822192 @default.
• W3155578757 cites W2167580666 @default.
• W3155578757 cites W2202692369 @default.
• W3155578757 cites W2403262556 @default.
• W3155578757 cites W2535448655 @default.
• W3155578757 cites W2559181347 @default.
• W3155578757 cites W2612669613 @default.
• W3155578757 cites W2616877088 @default.
• W3155578757 cites W2739981899 @default.
• W3155578757 cites W2741185516 @default.
• W3155578757 cites W2751180910 @default.
• W3155578757 cites W2766887928 @default.
• W3155578757 cites W2772107854 @default.
• W3155578757 cites W2794210098 @default.
• W3155578757 cites W2944855978 @default.
• W3155578757 cites W4292528167 @default.
• W3155578757 doi "https://doi.org/10.2196/28020" @default.
• W3155578757 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8218217" @default.
• W3155578757 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34096878" @default.
• W3155578757 hasPublicationYear "2021" @default.
• W3155578757 type Work @default.
• W3155578757 sameAs 3155578757 @default.
• W3155578757 citedByCount "3" @default.
• W3155578757 countsByYear W31555787572022 @default.
• W3155578757 countsByYear W31555787572023 @default.
• W3155578757 crossrefType "journal-article" @default.
• W3155578757 hasAuthorship W3155578757A5004283978 @default.
• W3155578757 hasAuthorship W3155578757A5011096184 @default.
• W3155578757 hasAuthorship W3155578757A5028810502 @default.
• W3155578757 hasAuthorship W3155578757A5037639226 @default.
• W3155578757 hasAuthorship W3155578757A5055111051 @default.
• W3155578757 hasAuthorship W3155578757A5070494750 @default.
• W3155578757 hasAuthorship W3155578757A5086000643 @default.
• W3155578757 hasAuthorship W3155578757A5088197867 @default.
• W3155578757 hasBestOaLocation W31555787571 @default.
• W3155578757 hasConcept C118552586 @default.
• W3155578757 hasConcept C138496976 @default.
• W3155578757 hasConcept C142724271 @default.
• W3155578757 hasConcept C154945302 @default.
• W3155578757 hasConcept C15744967 @default.
• W3155578757 hasConcept C23131810 @default.
• W3155578757 hasConcept C2776035688 @default.
• W3155578757 hasConcept C2780228444 @default.
• W3155578757 hasConcept C41008148 @default.
• W3155578757 hasConcept C46312422 @default.
• W3155578757 hasConcept C551499885 @default.
• W3155578757 hasConcept C71924100 @default.
• W3155578757 hasConcept C75630572 @default.
• W3155578757 hasConcept C94124525 @default.
• W3155578757 hasConceptScore W3155578757C118552586 @default.
• W3155578757 hasConceptScore W3155578757C138496976 @default.
• W3155578757 hasConceptScore W3155578757C142724271 @default.
• W3155578757 hasConceptScore W3155578757C154945302 @default.
• W3155578757 hasConceptScore W3155578757C15744967 @default.
• W3155578757 hasConceptScore W3155578757C23131810 @default.
• W3155578757 hasConceptScore W3155578757C2776035688 @default.
• W3155578757 hasConceptScore W3155578757C2780228444 @default.
• W3155578757 hasConceptScore W3155578757C41008148 @default.
• W3155578757 hasConceptScore W3155578757C46312422 @default.
• W3155578757 hasConceptScore W3155578757C551499885 @default.
• W3155578757 hasConceptScore W3155578757C71924100 @default.
• W3155578757 hasConceptScore W3155578757C75630572 @default.
• W3155578757 hasConceptScore W3155578757C94124525 @default.
• W3155578757 hasIssue "2" @default.
• W3155578757 hasLocation W31555787571 @default.
• W3155578757 hasLocation W31555787572 @default.
• W3155578757 hasLocation W31555787573 @default.
• W3155578757 hasOpenAccess W3155578757 @default.
• W3155578757 hasPrimaryLocation W31555787571 @default.
• W3155578757 hasRelatedWork W1967783546 @default.
• W3155578757 hasRelatedWork W2001112126 @default.
• W3155578757 hasRelatedWork W2044172232 @default.
• W3155578757 hasRelatedWork W2059244200 @default.
• W3155578757 hasRelatedWork W2119040704 @default.

• next