Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894064312> ?p ?o ?g. }
- W2894064312 abstract "Researchers rely on metadata systems to prepare data for analysis. As the complexity of data sets increases and the breadth of data analysis practices grow, existing metadata systems can limit the efficiency and quality of data preparation. This article describes the redesign of a metadata system supporting the Fragile Families and Child Wellbeing Study on the basis of the experiences of participants in the Fragile Families Challenge. The authors demonstrate how treating metadata as data (i.e., releasing comprehensive information about variables in a format amenable to both automated and manual processing) can make the task of data preparation less arduous and less error prone for all types of data analysis. The authors hope that their work will facilitate new applications of machine-learning methods to longitudinal surveys and inspire research on data preparation in the social sciences. The authors have open-sourced the tools they created so that others can use and improve them." @default.
- W2894064312 created "2018-10-05" @default.
- W2894064312 creator A5002371544 @default.
- W2894064312 creator A5014210443 @default.
- W2894064312 creator A5030435120 @default.
- W2894064312 creator A5031786393 @default.
- W2894064312 creator A5035721794 @default.
- W2894064312 creator A5052675846 @default.
- W2894064312 creator A5055434214 @default.
- W2894064312 creator A5058815871 @default.
- W2894064312 creator A5058827747 @default.
- W2894064312 creator A5063334698 @default.
- W2894064312 creator A5072592811 @default.
- W2894064312 date "2019-01-01" @default.
- W2894064312 modified "2023-09-24" @default.
- W2894064312 title "Improving Metadata Infrastructure for Complex Surveys: Insights from the Fragile Families Challenge" @default.
- W2894064312 cites W1736702067 @default.
- W2894064312 cites W1972816696 @default.
- W2894064312 cites W1987107311 @default.
- W2894064312 cites W1988570055 @default.
- W2894064312 cites W1997638227 @default.
- W2894064312 cites W2003753076 @default.
- W2894064312 cites W2011306009 @default.
- W2894064312 cites W2032959604 @default.
- W2894064312 cites W2071482264 @default.
- W2894064312 cites W2079930582 @default.
- W2894064312 cites W2084341220 @default.
- W2894064312 cites W2090754762 @default.
- W2894064312 cites W2090891481 @default.
- W2894064312 cites W2097581696 @default.
- W2894064312 cites W2104732680 @default.
- W2894064312 cites W2111015572 @default.
- W2894064312 cites W2152667726 @default.
- W2894064312 cites W2155354890 @default.
- W2894064312 cites W2185907055 @default.
- W2894064312 cites W2323230524 @default.
- W2894064312 cites W2419499132 @default.
- W2894064312 cites W2557007068 @default.
- W2894064312 cites W2584419678 @default.
- W2894064312 cites W2610886376 @default.
- W2894064312 cites W2700235866 @default.
- W2894064312 cites W2724201590 @default.
- W2894064312 cites W2810345981 @default.
- W2894064312 cites W3101570666 @default.
- W2894064312 cites W4235243453 @default.
- W2894064312 cites W4255154745 @default.
- W2894064312 doi "https://doi.org/10.1177/2378023118817378" @default.
- W2894064312 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37214352" @default.
- W2894064312 hasPublicationYear "2019" @default.
- W2894064312 type Work @default.
- W2894064312 sameAs 2894064312 @default.
- W2894064312 citedByCount "5" @default.
- W2894064312 countsByYear W28940643122019 @default.
- W2894064312 countsByYear W28940643122021 @default.
- W2894064312 countsByYear W28940643122022 @default.
- W2894064312 crossrefType "journal-article" @default.
- W2894064312 hasAuthorship W2894064312A5002371544 @default.
- W2894064312 hasAuthorship W2894064312A5014210443 @default.
- W2894064312 hasAuthorship W2894064312A5030435120 @default.
- W2894064312 hasAuthorship W2894064312A5031786393 @default.
- W2894064312 hasAuthorship W2894064312A5035721794 @default.
- W2894064312 hasAuthorship W2894064312A5052675846 @default.
- W2894064312 hasAuthorship W2894064312A5055434214 @default.
- W2894064312 hasAuthorship W2894064312A5058815871 @default.
- W2894064312 hasAuthorship W2894064312A5058827747 @default.
- W2894064312 hasAuthorship W2894064312A5063334698 @default.
- W2894064312 hasAuthorship W2894064312A5072592811 @default.
- W2894064312 hasBestOaLocation W28940643121 @default.
- W2894064312 hasConcept C111472728 @default.
- W2894064312 hasConcept C127413603 @default.
- W2894064312 hasConcept C136764020 @default.
- W2894064312 hasConcept C138885662 @default.
- W2894064312 hasConcept C153048206 @default.
- W2894064312 hasConcept C176217482 @default.
- W2894064312 hasConcept C201995342 @default.
- W2894064312 hasConcept C21547014 @default.
- W2894064312 hasConcept C23123220 @default.
- W2894064312 hasConcept C24756922 @default.
- W2894064312 hasConcept C2522767166 @default.
- W2894064312 hasConcept C2779530757 @default.
- W2894064312 hasConcept C2780451532 @default.
- W2894064312 hasConcept C30872290 @default.
- W2894064312 hasConcept C41008148 @default.
- W2894064312 hasConcept C93518851 @default.
- W2894064312 hasConceptScore W2894064312C111472728 @default.
- W2894064312 hasConceptScore W2894064312C127413603 @default.
- W2894064312 hasConceptScore W2894064312C136764020 @default.
- W2894064312 hasConceptScore W2894064312C138885662 @default.
- W2894064312 hasConceptScore W2894064312C153048206 @default.
- W2894064312 hasConceptScore W2894064312C176217482 @default.
- W2894064312 hasConceptScore W2894064312C201995342 @default.
- W2894064312 hasConceptScore W2894064312C21547014 @default.
- W2894064312 hasConceptScore W2894064312C23123220 @default.
- W2894064312 hasConceptScore W2894064312C24756922 @default.
- W2894064312 hasConceptScore W2894064312C2522767166 @default.
- W2894064312 hasConceptScore W2894064312C2779530757 @default.
- W2894064312 hasConceptScore W2894064312C2780451532 @default.
- W2894064312 hasConceptScore W2894064312C30872290 @default.
- W2894064312 hasConceptScore W2894064312C41008148 @default.
- W2894064312 hasConceptScore W2894064312C93518851 @default.