FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220793486> ?p ?o ?g. }

• W4220793486 endingPage "21" @default.
• W4220793486 startingPage "1" @default.
• W4220793486 abstract "The prediction of everyday human behavior is a central goal in the behavioral sciences. However, efforts in this direction have been limited, as (1) the behaviors studied in most surveys and experiments represent only a small fraction of all possible behaviors, and (2) it has been difficult to generalize data from existing studies to predict arbitrary behaviors, owing to the difficulty in adequately representing such behaviors. Our paper attempts to address each of these problems. First, by sampling frequent verb phrases in natural language and refining these through human coding, we compile a dataset of nearly 4000 common human behaviors. Second, we use distributed semantic models to obtain vector representations for our behaviors, and combine these with demographic and psychographic data, to build supervised, deep neural network models of behavioral propensities for a representative sample of the US population. Our best models achieve reasonable accuracy rates when predicting propensities for novel (out-of-sample) participants as well as novel behaviors, and offer new insights for modeling psychographic and demographic differences in behavior. This work is a first step towards building predictive theories of everyday behavior, and thus improving the generality and naturalism of research in the behavioral sciences." @default.
• W4220793486 created "2022-04-03" @default.
• W4220793486 creator A5020637789 @default.
• W4220793486 creator A5027754893 @default.
• W4220793486 creator A5065751582 @default.
• W4220793486 date "2022-03-01" @default.
• W4220793486 modified "2023-10-16" @default.
• W4220793486 title "Representing and Predicting Everyday Behavior" @default.
• W4220793486 cites W1808906688 @default.
• W4220793486 cites W1840435438 @default.
• W4220793486 cites W1982343866 @default.
• W4220793486 cites W1983578042 @default.
• W4220793486 cites W1991011913 @default.
• W4220793486 cites W2019096529 @default.
• W4220793486 cites W2039223548 @default.
• W4220793486 cites W2044688197 @default.
• W4220793486 cites W2051017435 @default.
• W4220793486 cites W2054515032 @default.
• W4220793486 cites W2068336014 @default.
• W4220793486 cites W2087628758 @default.
• W4220793486 cites W2093761921 @default.
• W4220793486 cites W2131490687 @default.
• W4220793486 cites W2141674457 @default.
• W4220793486 cites W2162090451 @default.
• W4220793486 cites W2250539671 @default.
• W4220793486 cites W2284729062 @default.
• W4220793486 cites W2412122638 @default.
• W4220793486 cites W2415973339 @default.
• W4220793486 cites W2560663030 @default.
• W4220793486 cites W2584419678 @default.
• W4220793486 cites W2807743726 @default.
• W4220793486 cites W2891177506 @default.
• W4220793486 cites W2927273556 @default.
• W4220793486 cites W2937988765 @default.
• W4220793486 cites W2942185064 @default.
• W4220793486 cites W2945091780 @default.
• W4220793486 cites W2951286828 @default.
• W4220793486 cites W2963047186 @default.
• W4220793486 cites W3031473178 @default.
• W4220793486 cites W3034723486 @default.
• W4220793486 cites W3122619615 @default.
• W4220793486 cites W3125232880 @default.
• W4220793486 cites W3133916379 @default.
• W4220793486 cites W3179093522 @default.
• W4220793486 cites W3183248212 @default.
• W4220793486 cites W4231760770 @default.
• W4220793486 cites W4250042789 @default.
• W4220793486 doi "https://doi.org/10.1007/s42113-021-00121-2" @default.
• W4220793486 hasPublicationYear "2022" @default.
• W4220793486 type Work @default.
• W4220793486 citedByCount "1" @default.
• W4220793486 countsByYear W42207934862023 @default.
• W4220793486 crossrefType "journal-article" @default.
• W4220793486 hasAuthorship W4220793486A5020637789 @default.
• W4220793486 hasAuthorship W4220793486A5027754893 @default.
• W4220793486 hasAuthorship W4220793486A5065751582 @default.
• W4220793486 hasBestOaLocation W42207934862 @default.
• W4220793486 hasConcept C119857082 @default.
• W4220793486 hasConcept C144133560 @default.
• W4220793486 hasConcept C154945302 @default.
• W4220793486 hasConcept C15744967 @default.
• W4220793486 hasConcept C162853370 @default.
• W4220793486 hasConcept C180747234 @default.
• W4220793486 hasConcept C185592680 @default.
• W4220793486 hasConcept C192481860 @default.
• W4220793486 hasConcept C198531522 @default.
• W4220793486 hasConcept C2780767217 @default.
• W4220793486 hasConcept C41008148 @default.
• W4220793486 hasConcept C43617362 @default.
• W4220793486 hasConcept C542102704 @default.
• W4220793486 hasConceptScore W4220793486C119857082 @default.
• W4220793486 hasConceptScore W4220793486C144133560 @default.
• W4220793486 hasConceptScore W4220793486C154945302 @default.
• W4220793486 hasConceptScore W4220793486C15744967 @default.
• W4220793486 hasConceptScore W4220793486C162853370 @default.
• W4220793486 hasConceptScore W4220793486C180747234 @default.
• W4220793486 hasConceptScore W4220793486C185592680 @default.
• W4220793486 hasConceptScore W4220793486C192481860 @default.
• W4220793486 hasConceptScore W4220793486C198531522 @default.
• W4220793486 hasConceptScore W4220793486C2780767217 @default.
• W4220793486 hasConceptScore W4220793486C41008148 @default.
• W4220793486 hasConceptScore W4220793486C43617362 @default.
• W4220793486 hasConceptScore W4220793486C542102704 @default.
• W4220793486 hasFunder F4320335353 @default.
• W4220793486 hasIssue "1" @default.
• W4220793486 hasLocation W42207934861 @default.
• W4220793486 hasLocation W42207934862 @default.
• W4220793486 hasLocation W42207934863 @default.
• W4220793486 hasOpenAccess W4220793486 @default.
• W4220793486 hasPrimaryLocation W42207934861 @default.
• W4220793486 hasRelatedWork W1502400002 @default.
• W4220793486 hasRelatedWork W2009614957 @default.
• W4220793486 hasRelatedWork W2037004353 @default.
• W4220793486 hasRelatedWork W2050944115 @default.
• W4220793486 hasRelatedWork W2626550434 @default.
• W4220793486 hasRelatedWork W2748952813 @default.
• W4220793486 hasRelatedWork W2899084033 @default.
• W4220793486 hasRelatedWork W2995405326 @default.

• next