FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3103407238> ?p ?o ?g. }

• W3103407238 abstract "Smartphones have become an indispensable part of our daily life. Their improved sensing and computing capabilities bring new opportunities for human behavior monitoring and analysis. Most work so far has been focused on detecting correlation rather than causation among features extracted from smartphone data. However, pure correlation analysis does not offer sufficient understanding of human behavior. Moreover, causation analysis could allow scientists to identify factors that have a causal effect on health and well-being issues, such as obesity, stress, depression and so on and suggest actions to deal with them. Finally, detecting causal relationships in this kind of observational data is challenging since, in general, subjects cannot be randomly exposed to an event. In this article, we discuss the design, implementation and evaluation of a generic quasi-experimental framework for conducting causation studies on human behavior from smartphone data. We demonstrate the effectiveness of our approach by investigating the causal impact of several factors such as exercise, social interactions and work on stress level. Our results indicate that exercising and spending time outside home and working environment have a positive effect on participants stress level while reduced working hours only slightly impact stress." @default.
• W3103407238 created "2020-11-23" @default.
• W3103407238 creator A5042677652 @default.
• W3103407238 creator A5078886343 @default.
• W3103407238 date "2015-12-01" @default.
• W3103407238 modified "2023-10-12" @default.
• W3103407238 title "Investigating causality in human behavior from smartphone sensor data: a quasi-experimental approach" @default.
• W3103407238 cites W1807964972 @default.
• W3103407238 cites W1978108654 @default.
• W3103407238 cites W2015186536 @default.
• W3103407238 cites W2033198212 @default.
• W3103407238 cites W2036193982 @default.
• W3103407238 cites W2038591055 @default.
• W3103407238 cites W2043890595 @default.
• W3103407238 cites W2063248556 @default.
• W3103407238 cites W2064731085 @default.
• W3103407238 cites W2075122012 @default.
• W3103407238 cites W2110161496 @default.
• W3103407238 cites W2131969412 @default.
• W3103407238 cites W2136484149 @default.
• W3103407238 cites W2141113219 @default.
• W3103407238 cites W2151157637 @default.
• W3103407238 cites W2155163959 @default.
• W3103407238 cites W2169002304 @default.
• W3103407238 cites W2171018098 @default.
• W3103407238 cites W2171468534 @default.
• W3103407238 doi "https://doi.org/10.1140/epjds/s13688-015-0061-1" @default.
• W3103407238 hasPublicationYear "2015" @default.
• W3103407238 type Work @default.
• W3103407238 sameAs 3103407238 @default.
• W3103407238 citedByCount "40" @default.
• W3103407238 countsByYear W31034072382016 @default.
• W3103407238 countsByYear W31034072382017 @default.
• W3103407238 countsByYear W31034072382018 @default.
• W3103407238 countsByYear W31034072382019 @default.
• W3103407238 countsByYear W31034072382020 @default.
• W3103407238 countsByYear W31034072382021 @default.
• W3103407238 countsByYear W31034072382022 @default.
• W3103407238 countsByYear W31034072382023 @default.
• W3103407238 crossrefType "journal-article" @default.
• W3103407238 hasAuthorship W3103407238A5042677652 @default.
• W3103407238 hasAuthorship W3103407238A5078886343 @default.
• W3103407238 hasBestOaLocation W31034072381 @default.
• W3103407238 hasConcept C105795698 @default.
• W3103407238 hasConcept C121332964 @default.
• W3103407238 hasConcept C125370674 @default.
• W3103407238 hasConcept C138885662 @default.
• W3103407238 hasConcept C15744967 @default.
• W3103407238 hasConcept C166151441 @default.
• W3103407238 hasConcept C17744445 @default.
• W3103407238 hasConcept C180747234 @default.
• W3103407238 hasConcept C199539241 @default.
• W3103407238 hasConcept C21036866 @default.
• W3103407238 hasConcept C23131810 @default.
• W3103407238 hasConcept C2522767166 @default.
• W3103407238 hasConcept C33923547 @default.
• W3103407238 hasConcept C41008148 @default.
• W3103407238 hasConcept C41895202 @default.
• W3103407238 hasConcept C62520636 @default.
• W3103407238 hasConcept C64357122 @default.
• W3103407238 hasConcept C70410870 @default.
• W3103407238 hasConceptScore W3103407238C105795698 @default.
• W3103407238 hasConceptScore W3103407238C121332964 @default.
• W3103407238 hasConceptScore W3103407238C125370674 @default.
• W3103407238 hasConceptScore W3103407238C138885662 @default.
• W3103407238 hasConceptScore W3103407238C15744967 @default.
• W3103407238 hasConceptScore W3103407238C166151441 @default.
• W3103407238 hasConceptScore W3103407238C17744445 @default.
• W3103407238 hasConceptScore W3103407238C180747234 @default.
• W3103407238 hasConceptScore W3103407238C199539241 @default.
• W3103407238 hasConceptScore W3103407238C21036866 @default.
• W3103407238 hasConceptScore W3103407238C23131810 @default.
• W3103407238 hasConceptScore W3103407238C2522767166 @default.
• W3103407238 hasConceptScore W3103407238C33923547 @default.
• W3103407238 hasConceptScore W3103407238C41008148 @default.
• W3103407238 hasConceptScore W3103407238C41895202 @default.
• W3103407238 hasConceptScore W3103407238C62520636 @default.
• W3103407238 hasConceptScore W3103407238C64357122 @default.
• W3103407238 hasConceptScore W3103407238C70410870 @default.
• W3103407238 hasFunder F4320334627 @default.
• W3103407238 hasIssue "1" @default.
• W3103407238 hasLocation W31034072381 @default.
• W3103407238 hasLocation W31034072382 @default.
• W3103407238 hasLocation W31034072383 @default.
• W3103407238 hasLocation W31034072384 @default.
• W3103407238 hasLocation W31034072385 @default.
• W3103407238 hasLocation W31034072386 @default.
• W3103407238 hasOpenAccess W3103407238 @default.
• W3103407238 hasPrimaryLocation W31034072381 @default.
• W3103407238 hasRelatedWork W1487071154 @default.
• W3103407238 hasRelatedWork W1972803014 @default.
• W3103407238 hasRelatedWork W2007683036 @default.
• W3103407238 hasRelatedWork W2748952813 @default.
• W3103407238 hasRelatedWork W2766313933 @default.
• W3103407238 hasRelatedWork W2776946813 @default.
• W3103407238 hasRelatedWork W2899084033 @default.
• W3103407238 hasRelatedWork W3005795556 @default.
• W3103407238 hasRelatedWork W3125309017 @default.
• W3103407238 hasRelatedWork W40079852 @default.
• W3103407238 hasVolume "4" @default.

• next