knobit.org

Explains data lineage as a graph of derivations

edu:Knobit

https://knobit.org/id/knobit/M-551

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Context functionsObject understanding
Knobit creation methodsAI generated
Knobit typesKnowledge
LCG purposesAssessing the learner's knowledge or skill state
LCG purposesOpening up a learning outcome
action verbExplains en
assessment criterionAnswers a written question on the data lineage correctly en
assessment methodWritten question en
conforms to profilehttps://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1
dcterms:identifierM-551
dcterms:licensehttps://creativecommons.org/licenses/by/4.0/
dcterms:sourcePractice the stage 5 reference and review checklist rest on en
depends on knobitExplains the PROV-O provenance model
expected resultNodes for catalogued objects and an edge for each derivation with its transformation logic, read backwards for where a number came from and forwards for what a change breaks (DMBOK2 ch. 12 §4.1; W3C PROV-O). en
owl:sameAshttps://bitbucket.org/reffa/ontology/id/knobit/metadata-management/05-lineage/M-551
rdfs:labelExplains data lineage as a graph of derivations en
schema:creativeWorkStatusaccepted
schema:isPartOfMetadata management (DAMA-DMBOK2)
skos:definitionNodes for catalogued objects and an edge for each derivation with its transformation logic, read backwards for where a number came from and forwards for what a change breaks (DMBOK2 ch. 12 §4.1; W3C PROV-O). en
skos:prefLabelExplains data lineage as a graph of derivations en
target objectdata lineage en

Used by

applies knowledgeRecognises a broken lineage hop
depends on knobitExplains lineage granularity
depends on knobitExplains view resolution in lineage
depends on knobitExplains source-to-target mappings as lineage edges
includes knobitTraces every number at column level from source to report, through views and manual steps
includes knobitTechniques: data lineage
requires knobitTrace column-level lineage