knobit.org

Explains data cleansing, enhancement, parsing and standardisation

edu:Knobit

https://knobit.org/id/knobit/Q-909

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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 CDMP-style multiple-choice question on the data cleansing and enhancement en
assessment methodMultiple-choice question en
conforms to profilehttps://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1
dcterms:identifierQ-909
dcterms:licensehttps://creativecommons.org/licenses/by/4.0/
dcterms:sourceDAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 13: Data Quality, element QV-12 en
expected resultCleansing corrects data to conform to standards and rules; enhancement adds attributes (time stamps, audit data, reference data); parsing splits a value into its parts by patterns; standardisation transforms values into one format and representation. en
owl:sameAshttps://bitbucket.org/reffa/ontology/id/knobit/data-quality/dmbok2/Q-909
rdfs:labelExplains data cleansing, enhancement, parsing and standardisation en
schema:creativeWorkStatusaccepted
schema:isPartOfData quality management (DAMA-DMBOK2)
skos:definitionCleansing corrects data to conform to standards and rules; enhancement adds attributes (time stamps, audit data, reference data); parsing splits a value into its parts by patterns; standardisation transforms values into one format and representation. en
skos:prefLabelExplains data cleansing, enhancement, parsing and standardisation en
target objectdata cleansing and enhancement en

Used by

includes knobitData quality and data processing: cleansing, enhancement, parsing and formatting, standardisation