Reference and master data (DAMA-DMBOK2)
https://knobit.org/id/register/reference-master-data
Also as Turtle · JSON-LD · RDF/XML
| LCG purposes | Assessing the learner's knowledge or skill state |
|---|---|
| LCG purposes | Opening up a learning outcome |
| LCG purposes | Selecting an assessment task or learning activity |
| conforms to profile | https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1 |
| dcterms:description | Recognising and repairing defects in reference and master data deliverables - domains and hub style, reference data sets and crosswalks, match rules, survivorship and stewardship - and treating every merge and every code as an identity claim to be earned, dated and traced: the competence the reference-master-data skill applies, and that skill-tests assesses. en |
| dcterms:identifier | SCOPE-1 |
| dcterms:license | https://creativecommons.org/licenses/by/4.0/ |
| dcterms:rights | Copyright 2026 Peep Küngas. Licensed under CC BY 4.0. |
| dcterms:title | Reference and master data (DAMA-DMBOK2) en |
| owl:sameAs | https://bitbucket.org/reffa/ontology/skills/reference-master-data |
| schema:license | https://creativecommons.org/licenses/by/4.0/ |
| skos:note | audience: MDM architects, data stewards, and AI models assessed by skill-tests en |
| skos:note | domain: Data management, reference and master data (DAMA-DMBOK2 chapter 10) en |
| skos:note | level: CDMP Practitioner: the Master and Reference Data Management specialist exam (DAMA International) en |
Items and references
DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data schema:CreativeWork
https://knobit.org/id/register/reference-master-data#REF-1
| dcterms:identifier | REF-1 |
|---|---|
| dcterms:publisher | DAMA International |
| dcterms:title | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data en |
| schema:version | 2nd edition, revised (DMBOK2/RE) |
| skos:note | target level: CDMP Practitioner: the Master and Reference Data Management specialist exam (DAMA International) en |
rmd-domains-hub-style C1: centralised while CRM and core banking both edit addresses edu:Question
https://knobit.org/id/register/reference-master-data#RM-101
| dcterms:identifier | RM-101 |
|---|---|
| rdfs:label | rmd-domains-hub-style C1: centralised while CRM and core banking both edit addresses en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a hub style contradicting where data is authored |
rmd-domains-hub-style C1: a hub style that fits the authoring edu:Question
https://knobit.org/id/register/reference-master-data#RM-102
| dcterms:identifier | RM-102 |
|---|---|
| rdfs:label | rmd-domains-hub-style C1: a hub style that fits the authoring en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Matches the hub style to authoring reality |
rmd-domains-hub-style C2: a registry feeding AML screening edu:Question
https://knobit.org/id/register/reference-master-data#RM-103
| dcterms:identifier | RM-103 |
|---|---|
| rdfs:label | rmd-domains-hub-style C2: a registry feeding AML screening en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a registry where a persisted golden record is needed |
rmd-domains-hub-style C2: a persisted style for the auditable use case edu:Question
https://knobit.org/id/register/reference-master-data#RM-104
| dcterms:identifier | RM-104 |
|---|---|
| rdfs:label | rmd-domains-hub-style C2: a persisted style for the auditable use case en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Chooses a persisted hub style where a use case needs a golden record |
rmd-domains-hub-style I1: address with two systems of record edu:Question
https://knobit.org/id/register/reference-master-data#RM-105
| dcterms:identifier | RM-105 |
|---|---|
| rdfs:label | rmd-domains-hub-style I1: address with two systems of record en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises two systems of record for one attribute |
rmd-domains-hub-style I1: customer and counterparty domains overlap edu:Question
https://knobit.org/id/register/reference-master-data#RM-106
| dcterms:identifier | RM-106 |
|---|---|
| rdfs:label | rmd-domains-hub-style I1: customer and counterparty domains overlap en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises overlapping master data domains |
rmd-domains-hub-style I1: LEI authored nowhere edu:Question
https://knobit.org/id/register/reference-master-data#RM-107
| dcterms:identifier | RM-107 |
|---|---|
| rdfs:label | rmd-domains-hub-style I1: LEI authored nowhere en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a master attribute authored nowhere |
rmd-domains-hub-style I1: date of birth system of record does not author it edu:Question
https://knobit.org/id/register/reference-master-data#RM-108
| dcterms:identifier | RM-108 |
|---|---|
| rdfs:label | rmd-domains-hub-style I1: date of birth system of record does not author it en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a system of record outside the attribute's authors |
rmd-domains-hub-style Q1: the authoring matrix kept as observed edu:Question
https://knobit.org/id/register/reference-master-data#RM-109
| dcterms:identifier | RM-109 |
|---|---|
| rdfs:label | rmd-domains-hub-style Q1: the authoring matrix kept as observed en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Keeps the authoring matrix as observed |
rmd-hub-style-authoring C1: MD-02 Product centralised, the hub being the only author and system of record edu:Question
https://knobit.org/id/register/reference-master-data#RM-150
| dcterms:identifier | RM-150 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C1: MD-02 Product centralised, the hub being the only author and system of record en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Explains MDM hub styles, Explains authoring and the system of record for master data |
rmd-hub-style-authoring C1: MD-03 Account registry, each attribute's system of record its authoring source, not the hub edu:Question
https://knobit.org/id/register/reference-master-data#RM-151
| dcterms:identifier | RM-151 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C1: MD-03 Account registry, each attribute's system of record its authoring source, not the hub en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Explains MDM hub styles, Explains authoring and the system of record for master data |
rmd-hub-style-authoring C1: MD-06 Branch location consolidation for a persisted, matched record as of the quarter-end edu:Question
https://knobit.org/id/register/reference-master-data#RM-152
| dcterms:identifier | RM-152 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C1: MD-06 Branch location consolidation for a persisted, matched record as of the quarter-end en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Explains MDM hub styles |
rmd-hub-style-authoring C2: MD-02 Product with no owner reported and the appointed owner named edu:Question
https://knobit.org/id/register/reference-master-data#RM-153
| dcterms:identifier | RM-153 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C2: MD-02 Product with no owner reported and the appointed owner named en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a data domain with no owner |
rmd-hub-style-authoring C2: MD-03 Account with no scope reported and a scope with its boundary stated edu:Question
https://knobit.org/id/register/reference-master-data#RM-154
| dcterms:identifier | RM-154 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C2: MD-03 Account with no scope reported and a scope with its boundary stated en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a master data domain with no scope |
rmd-hub-style-authoring C3: ISO currency and country codes recognised as reference data and managed in the RDM tool, not the MDM hub edu:Question
https://knobit.org/id/register/reference-master-data#RM-155
| dcterms:identifier | RM-155 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C3: ISO currency and country codes recognised as reference data and managed in the RDM tool, not the MDM hub en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Explains reference data versus master data, Explains MDM tools |
rmd-hub-style-authoring C3: single-application, short-lived campaign data kept out of MDM for lack of an MDM driver edu:Question
https://knobit.org/id/register/reference-master-data#RM-156
| dcterms:identifier | RM-156 |
|---|---|
| rdfs:label | rmd-hub-style-authoring C3: single-application, short-lived campaign data kept out of MDM for lack of an MDM driver en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Explains the drivers of reference and master data management |
rmd-hub-style-authoring I1: MD-03 shared by a live read through the hub instead of a nightly batch copy edu:Question
https://knobit.org/id/register/reference-master-data#RM-157
| dcterms:identifier | RM-157 |
|---|---|
| rdfs:label | rmd-hub-style-authoring I1: MD-03 shared by a live read through the hub instead of a nightly batch copy en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains the master data model and data sharing architecture |
rmd-hub-style-authoring I1: MD-06 addresses validated and standardised before matching edu:Question
https://knobit.org/id/register/reference-master-data#RM-158
| dcterms:identifier | RM-158 |
|---|---|
| rdfs:label | rmd-hub-style-authoring I1: MD-06 addresses validated and standardised before matching en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains master data acquisition, validation, standardisation and enrichment |
rmd-hub-style-authoring I2: plan keeping the product spreadsheet editable after go-live closed to keep the domain centralised edu:Question
https://knobit.org/id/register/reference-master-data#RM-159
| dcterms:identifier | RM-159 |
|---|---|
| rdfs:label | rmd-hub-style-authoring I2: plan keeping the product spreadsheet editable after go-live closed to keep the domain centralised en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains authoring and the system of record for master data, Explains MDM implementation guidelines |
rmd-hub-style-authoring I2: monitoring of the hub's data movement made a go-live condition edu:Question
https://knobit.org/id/register/reference-master-data#RM-160
| dcterms:identifier | RM-160 |
|---|---|
| rdfs:label | rmd-hub-style-authoring I2: monitoring of the hub's data movement made a go-live condition en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains MDM implementation guidelines |
rmd-hub-style-authoring Q1: domains with an owner and a scope passed as acceptable edu:Question
https://knobit.org/id/register/reference-master-data#RM-161
| dcterms:identifier | RM-161 |
|---|---|
| rdfs:label | rmd-hub-style-authoring Q1: domains with an owner and a scope passed as acceptable en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Recognises a data domain with no owner, Recognises a master data domain with no scope |
rmd-hub-style-authoring Q1: hub systems of record of a hub-authored domain passed as acceptable edu:Question
https://knobit.org/id/register/reference-master-data#RM-162
| dcterms:identifier | RM-162 |
|---|---|
| rdfs:label | rmd-hub-style-authoring Q1: hub systems of record of a hub-authored domain passed as acceptable en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Explains authoring and the system of record for master data |
Probability of an event edu:Question
https://knobit.org/id/register/reference-master-data#RM-1801
| dcterms:identifier | RM-1801 |
|---|---|
| rdfs:label | Probability of an event en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | What does it mean that the probability of an event is 0.25? (a) the event certainly happens; (b) the event is impossible; (c) the event happens in about one case in four; (d) the event happens in four cases out of five en |
| solvable with | set of Explains the meaning of the probability of an event |
Frequency and relative frequency edu:Question
https://knobit.org/id/register/reference-master-data#RM-1802
| dcterms:identifier | RM-1802 |
|---|---|
| rdfs:label | Frequency and relative frequency en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | A data set has 40 values and the value 5 occurs 10 times. What is the relative frequency of the value 5? (a) 10; (b) 4; (c) 0.25; (d) 0.4 en |
| solvable with | set of Explains the concepts of frequency and relative frequency |
Rules of definition edu:Question
https://knobit.org/id/register/reference-master-data#RM-1803
| dcterms:identifier | RM-1803 |
|---|---|
| rdfs:label | Rules of definition en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | Which description consists of the main parts of a definition? (a) the nearest superordinate concept and the distinguishing characteristic; (b) only the name of the concept; (c) repeating the concept; (d) only an example en |
| solvable with | set of Explains the rules for defining a concept |
Function (dependency, argument, value of the function) edu:Question
https://knobit.org/id/register/reference-master-data#RM-1804
| dcterms:identifier | RM-1804 |
|---|---|
| rdfs:label | Function (dependency, argument, value of the function) en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | Which example describes a dependency in which each value of the argument corresponds to one value of the function? (a) height and weight of the whole class on one day; (b) the length of a side of a rectangle and its area, when the other side is 5; (c) one person's height and their favourite numbers; (d) two arbitrary numbers en |
| solvable with | set of Explains a function as a dependency between two variables |
Defining a reference value edu:Question
https://knobit.org/id/register/reference-master-data#RM-1901
| dcterms:identifier | RM-1901 |
|---|---|
| rdfs:label | Defining a reference value en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | Which is an intensional definition of the reference value "Overdraft" in a product list? (a) "Product P07"; (b) "A credit facility on a current account allowing the balance to go below zero up to an agreed limit"; (c) "Overdraft product"; (d) "See the product catalogue" en |
| solvable with | set of Explains intensional definition by superordinate concept and delimiting characteristics |
rmd-reference-data C1: the many-to-one status crosswalk used in reverse edu:Question
https://knobit.org/id/register/reference-master-data#RM-201
| dcterms:identifier | RM-201 |
|---|---|
| rdfs:label | rmd-reference-data C1: the many-to-one status crosswalk used in reverse en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a crosswalk not 1:1 treated as 1:1 |
rmd-reference-data C1: the crosswalk restricted to forward use edu:Question
https://knobit.org/id/register/reference-master-data#RM-202
| dcterms:identifier | RM-202 |
|---|---|
| rdfs:label | rmd-reference-data C1: the crosswalk restricted to forward use en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Restricts a many-to-one crosswalk to forward use |
rmd-reference-data C2: status C reused from cancelled to closed edu:Question
https://knobit.org/id/register/reference-master-data#RM-203
| dcterms:identifier | RM-203 |
|---|---|
| rdfs:label | rmd-reference-data C2: status C reused from cancelled to closed en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a code reused with a new meaning |
rmd-reference-data C2: C split by effective date edu:Question
https://knobit.org/id/register/reference-master-data#RM-204
| dcterms:identifier | RM-204 |
|---|---|
| rdfs:label | rmd-reference-data C2: C split by effective date en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Splits a reused code by effective date |
rmd-reference-data I1: HRK still active edu:Question
https://knobit.org/id/register/reference-master-data#RM-205
| dcterms:identifier | RM-205 |
|---|---|
| rdfs:label | rmd-reference-data I1: HRK still active en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a withdrawn ISO code still in use |
rmd-reference-data I1: the local country list edu:Question
https://knobit.org/id/register/reference-master-data#RM-206
| dcterms:identifier | RM-206 |
|---|---|
| rdfs:label | rmd-reference-data I1: the local country list en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a local list duplicating an ISO one |
rmd-reference-data I1: no effective dates on account status edu:Question
https://knobit.org/id/register/reference-master-data#RM-207
| dcterms:identifier | RM-207 |
|---|---|
| rdfs:label | rmd-reference-data I1: no effective dates on account status en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises reference values with no effective dates |
rmd-reference-data I1: suspended still active after its end date edu:Question
https://knobit.org/id/register/reference-master-data#RM-208
| dcterms:identifier | RM-208 |
|---|---|
| rdfs:label | rmd-reference-data I1: suspended still active after its end date en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a retired code still issued |
rmd-reference-data I2: P07 has no definition edu:Question
https://knobit.org/id/register/reference-master-data#RM-209
| dcterms:identifier | RM-209 |
|---|---|
| rdfs:label | rmd-reference-data I2: P07 has no definition en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises a reference value with no definition |
rmd-reference-data I2: product codes have no owner edu:Question
https://knobit.org/id/register/reference-master-data#RM-210
| dcterms:identifier | RM-210 |
|---|---|
| rdfs:label | rmd-reference-data I2: product codes have no owner en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises a reference data set with no owner |
rmd-reference-data I2: product codes with no ECB instrument type edu:Question
https://knobit.org/id/register/reference-master-data#RM-211
| dcterms:identifier | RM-211 |
|---|---|
| rdfs:label | rmd-reference-data I2: product codes with no ECB instrument type en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises a crosswalk missing source values |
rmd-reference-data I2: UK is not an ISO 3166-1 code edu:Question
https://knobit.org/id/register/reference-master-data#RM-212
| dcterms:identifier | RM-212 |
|---|---|
| rdfs:label | rmd-reference-data I2: UK is not an ISO 3166-1 code en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises a code not valid in its standard |
rmd-reference-data Q1: only valid ISO codes, none invented edu:Question
https://knobit.org/id/register/reference-master-data#RM-213
| dcterms:identifier | RM-213 |
|---|---|
| rdfs:label | rmd-reference-data Q1: only valid ISO codes, none invented en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Uses only valid codes from the cited standard |
rmd-code-lists-crosswalks C1: CW-220 segment to sector read as N:M from its pairs edu:Question
https://knobit.org/id/register/reference-master-data#RM-250
| dcterms:identifier | RM-250 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks C1: CW-220 segment to sector read as N:M from its pairs en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains crosswalks and their cardinality |
rmd-code-lists-crosswalks C1: the SME forward lookup decided by a condition or raised edu:Question
https://knobit.org/id/register/reference-master-data#RM-251
| dcterms:identifier | RM-251 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks C1: the SME forward lookup decided by a condition or raised en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains crosswalks and their cardinality |
rmd-code-lists-crosswalks C2: circular debit card definition rewritten intensionally edu:Question
https://knobit.org/id/register/reference-master-data#RM-252
| dcterms:identifier | RM-252 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks C2: circular debit card definition rewritten intensionally en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains intensional definition by superordinate concept and delimiting characteristics |
rmd-code-lists-crosswalks C2: extensional credit card definition rewritten intensionally edu:Question
https://knobit.org/id/register/reference-master-data#RM-253
| dcterms:identifier | RM-253 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks C2: extensional credit card definition rewritten intensionally en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains intensional definition by superordinate concept and delimiting characteristics |
rmd-code-lists-crosswalks C2: charge card delimited from its sibling card types edu:Question
https://knobit.org/id/register/reference-master-data#RM-254
| dcterms:identifier | RM-254 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks C2: charge card delimited from its sibling card types en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains intensional definition by superordinate concept and delimiting characteristics |
rmd-code-lists-crosswalks I1: CW-230 under-declared N:1 is 1:1 and reversible edu:Question
https://knobit.org/id/register/reference-master-data#RM-255
| dcterms:identifier | RM-255 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I1: CW-230 under-declared N:1 is 1:1 and reversible en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains crosswalks and their cardinality |
rmd-code-lists-crosswalks I1: correct N:1 crosswalk CW-240 left forward only edu:Question
https://knobit.org/id/register/reference-master-data#RM-256
| dcterms:identifier | RM-256 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I1: correct N:1 crosswalk CW-240 left forward only en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains crosswalks and their cardinality |
rmd-code-lists-crosswalks I2: discontinued gift card retired, not deleted edu:Question
https://knobit.org/id/register/reference-master-data#RM-257
| dcterms:identifier | RM-257 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I2: discontinued gift card retired, not deleted en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (3 points) |
| solvable with | set of Explains managing reference values over time |
rmd-code-lists-crosswalks I2: student card code S not overwritten with a new meaning edu:Question
https://knobit.org/id/register/reference-master-data#RM-258
| dcterms:identifier | RM-258 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I2: student card code S not overwritten with a new meaning en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (3 points) |
| solvable with | set of Explains managing reference values over time |
rmd-code-lists-crosswalks I2: label spelling fix made in place edu:Question
https://knobit.org/id/register/reference-master-data#RM-259
| dcterms:identifier | RM-259 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I2: label spelling fix made in place en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (3 points) |
| solvable with | set of Explains managing reference values over time |
rmd-code-lists-crosswalks I3: trading venues cite ISO 10383, not ISO 9362 edu:Question
https://knobit.org/id/register/reference-master-data#RM-260
| dcterms:identifier | RM-260 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I3: trading venues cite ISO 10383, not ISO 9362 en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I3 (3 points) |
| solvable with | set of Explains ISO reference data standards used in banking |
rmd-code-lists-crosswalks I3: ISO 4217 numeric 752 is SEK, 756 is CHF edu:Question
https://knobit.org/id/register/reference-master-data#RM-261
| dcterms:identifier | RM-261 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I3: ISO 4217 numeric 752 is SEK, 756 is CHF en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I3 (3 points) |
| solvable with | set of Explains ISO reference data standards used in banking |
rmd-code-lists-crosswalks I3: correspondent BICs left under ISO 9362 edu:Question
https://knobit.org/id/register/reference-master-data#RM-262
| dcterms:identifier | RM-262 |
|---|---|
| rdfs:label | rmd-code-lists-crosswalks I3: correspondent BICs left under ISO 9362 en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I3 (3 points) |
| solvable with | set of Explains ISO reference data standards used in banking |
rmd-matching C1: the fuzzy rule merges father and son and twins edu:Question
https://knobit.org/id/register/reference-master-data#RM-301
| dcterms:identifier | RM-301 |
|---|---|
| rdfs:label | rmd-matching C1: the fuzzy rule merges father and son and twins en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Recognises a fuzzy rule merging household members |
rmd-matching C1: date of birth required before a name and address merge edu:Question
https://knobit.org/id/register/reference-master-data#RM-302
| dcterms:identifier | RM-302 |
|---|---|
| rdfs:label | rmd-matching C1: date of birth required before a name and address merge en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Requires a discriminator before merging same-name relatives |
rmd-matching C1: no false merges on the decided pairs edu:Question
https://knobit.org/id/register/reference-master-data#RM-303
| dcterms:identifier | RM-303 |
|---|---|
| rdfs:label | rmd-matching C1: no false merges on the decided pairs en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Decides record pairs without false merges |
rmd-matching C2: auto-merge with no clerical band edu:Question
https://knobit.org/id/register/reference-master-data#RM-304
| dcterms:identifier | RM-304 |
|---|---|
| rdfs:label | rmd-matching C2: auto-merge with no clerical band en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises auto-merge with no clerical-review band |
rmd-matching C2: a clerical-review band introduced edu:Question
https://knobit.org/id/register/reference-master-data#RM-305
| dcterms:identifier | RM-305 |
|---|---|
| rdfs:label | rmd-matching C2: a clerical-review band introduced en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Introduces a clerical-review band below auto-merge |
rmd-matching I1: a shared family e-mail as a deterministic key edu:Question
https://knobit.org/id/register/reference-master-data#RM-306
| dcterms:identifier | RM-306 |
|---|---|
| rdfs:label | rmd-matching I1: a shared family e-mail as a deterministic key en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2.5 points) |
| solvable with | set of Recognises a deterministic match key several people share |
rmd-matching I1: first-hit rule order edu:Question
https://knobit.org/id/register/reference-master-data#RM-307
| dcterms:identifier | RM-307 |
|---|---|
| rdfs:label | rmd-matching I1: first-hit rule order en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2.5 points) |
| solvable with | set of Recognises match results depending on rule order |
rmd-matching I1: blocking on surname loses the married name edu:Question
https://knobit.org/id/register/reference-master-data#RM-308
| dcterms:identifier | RM-308 |
|---|---|
| rdfs:label | rmd-matching I1: blocking on surname loses the married name en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2.5 points) |
| solvable with | set of Recognises blocking keeping true matches apart |
rmd-matching I1: no false-merge rate measured edu:Question
https://knobit.org/id/register/reference-master-data#RM-309
| dcterms:identifier | RM-309 |
|---|---|
| rdfs:label | rmd-matching I1: no false-merge rate measured en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2.5 points) |
| solvable with | set of Recognises an unmeasured false-merge rate |
rmd-matching I1: personal code required of card-system records edu:Question
https://knobit.org/id/register/reference-master-data#RM-310
| dcterms:identifier | RM-310 |
|---|---|
| rdfs:label | rmd-matching I1: personal code required of card-system records en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2.5 points) |
| solvable with | set of Recognises a match rule on a field a source lacks |
rmd-matching Q1: no identifiers the sources do not hold edu:Question
https://knobit.org/id/register/reference-master-data#RM-311
| dcterms:identifier | RM-311 |
|---|---|
| rdfs:label | rmd-matching Q1: no identifiers the sources do not hold en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Uses only identifiers the sources hold |
rmd-match-quality C1: agreement weights log2(m/u) instead of equal weights edu:Question
https://knobit.org/id/register/reference-master-data#RM-350
| dcterms:identifier | RM-350 |
|---|---|
| rdfs:label | rmd-match-quality C1: agreement weights log2(m/u) instead of equal weights en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains probabilistic record linkage |
rmd-match-quality C1: disagreement weights log2((1-m)/(1-u)) instead of zero edu:Question
https://knobit.org/id/register/reference-master-data#RM-351
| dcterms:identifier | RM-351 |
|---|---|
| rdfs:label | rmd-match-quality C1: disagreement weights log2((1-m)/(1-u)) instead of zero en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains probabilistic record linkage |
rmd-match-quality C2: no discriminator for father and son; date of birth compared edu:Question
https://knobit.org/id/register/reference-master-data#RM-352
| dcterms:identifier | RM-352 |
|---|---|
| rdfs:label | rmd-match-quality C2: no discriminator for father and son; date of birth compared en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2.5 points) |
| solvable with | set of Recognises no discriminator for same-name relatives, Requires a discriminator before merging same-name relatives |
rmd-match-quality C3: a joint-account IBAN as a deterministic key edu:Question
https://knobit.org/id/register/reference-master-data#RM-353
| dcterms:identifier | RM-353 |
|---|---|
| rdfs:label | rmd-match-quality C3: a joint-account IBAN as a deterministic key en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2.5 points) |
| solvable with | set of Recognises a deterministic match key several people share |
rmd-match-quality C3: the personal code kept as the key, phone kept as a weighted field edu:Question
https://knobit.org/id/register/reference-master-data#RM-354
| dcterms:identifier | RM-354 |
|---|---|
| rdfs:label | rmd-match-quality C3: the personal code kept as the key, phone kept as a weighted field en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2.5 points) |
| solvable with | set of Explains identifiers for deterministic matching |
rmd-match-quality I1: a single postcode blocking pass loses customers who moved edu:Question
https://knobit.org/id/register/reference-master-data#RM-355
| dcterms:identifier | RM-355 |
|---|---|
| rdfs:label | rmd-match-quality I1: a single postcode blocking pass loses customers who moved en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises blocking keeping true matches apart |
rmd-match-quality I2: false-merge and false-split rates instead of merge counts edu:Question
https://knobit.org/id/register/reference-master-data#RM-356
| dcterms:identifier | RM-356 |
|---|---|
| rdfs:label | rmd-match-quality I2: false-merge and false-split rates instead of merge counts en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises an unmeasured false-merge rate |
rmd-match-quality I2: the draft measured against the labelled sample edu:Question
https://knobit.org/id/register/reference-master-data#RM-357
| dcterms:identifier | RM-357 |
|---|---|
| rdfs:label | rmd-match-quality I2: the draft measured against the labelled sample en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains probabilistic record linkage, Explains measuring false merges and false splits |
rmd-survivorship C1: the unverified app address overwrites the KYC-verified one edu:Question
https://knobit.org/id/register/reference-master-data#RM-401
| dcterms:identifier | RM-401 |
|---|---|
| rdfs:label | rmd-survivorship C1: the unverified app address overwrites the KYC-verified one en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Recognises an unverified value overwriting a verified one |
rmd-survivorship C1: verification ranked above recency edu:Question
https://knobit.org/id/register/reference-master-data#RM-402
| dcterms:identifier | RM-402 |
|---|---|
| rdfs:label | rmd-survivorship C1: verification ranked above recency en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Ranks verified values above recency for KYC attributes |
rmd-survivorship C1: the corrected golden record edu:Question
https://knobit.org/id/register/reference-master-data#RM-403
| dcterms:identifier | RM-403 |
|---|---|
| rdfs:label | rmd-survivorship C1: the corrected golden record en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Recomputes a golden record from corrected survivorship rules |
rmd-survivorship I1: date of birth decided by recency edu:Question
https://knobit.org/id/register/reference-master-data#RM-404
| dcterms:identifier | RM-404 |
|---|---|
| rdfs:label | rmd-survivorship I1: date of birth decided by recency en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises recency deciding an immutable attribute |
rmd-survivorship I1: no unmerge path edu:Question
https://knobit.org/id/register/reference-master-data#RM-405
| dcterms:identifier | RM-405 |
|---|---|
| rdfs:label | rmd-survivorship I1: no unmerge path en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a golden record with no unmerge path |
rmd-survivorship I1: core banking wins every attribute edu:Question
https://knobit.org/id/register/reference-master-data#RM-406
| dcterms:identifier | RM-406 |
|---|---|
| rdfs:label | rmd-survivorship I1: core banking wins every attribute en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises survivorship trust set per record |
rmd-survivorship I1: e-mail ties broken by load order edu:Question
https://knobit.org/id/register/reference-master-data#RM-407
| dcterms:identifier | RM-407 |
|---|---|
| rdfs:label | rmd-survivorship I1: e-mail ties broken by load order en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a non-deterministic survivorship tie-break |
rmd-survivorship I2: date of birth trusted first from the card system edu:Question
https://knobit.org/id/register/reference-master-data#RM-408
| dcterms:identifier | RM-408 |
|---|---|
| rdfs:label | rmd-survivorship I2: date of birth trusted first from the card system en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Recognises survivorship trusting a source without the attribute |
rmd-survivorship I2: unmerge confined to the hub edu:Question
https://knobit.org/id/register/reference-master-data#RM-409
| dcterms:identifier | RM-409 |
|---|---|
| rdfs:label | rmd-survivorship I2: unmerge confined to the hub en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Recognises an unmerge leaving downstream systems merged |
rmd-survivorship I2: golden values without their source edu:Question
https://knobit.org/id/register/reference-master-data#RM-410
| dcterms:identifier | RM-410 |
|---|---|
| rdfs:label | rmd-survivorship I2: golden values without their source en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Recognises golden values without lineage |
rmd-survivorship Q1: every golden value traced to a source record edu:Question
https://knobit.org/id/register/reference-master-data#RM-411
| dcterms:identifier | RM-411 |
|---|---|
| rdfs:label | rmd-survivorship Q1: every golden value traced to a source record en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Traces every golden value to its source record |
rmd-golden-record-stewardship C1: golden record of the remaining customer recomputed after an unmerge edu:Question
https://knobit.org/id/register/reference-master-data#RM-450
| dcterms:identifier | RM-450 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship C1: golden record of the remaining customer recomputed after an unmerge en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Explains survivorship and the golden record, Explains unmerging master records |
rmd-golden-record-stewardship C1: every consumer that received the merged identity corrected edu:Question
https://knobit.org/id/register/reference-master-data#RM-451
| dcterms:identifier | RM-451 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship C1: every consumer that received the merged identity corrected en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (3 points) |
| solvable with | set of Explains unmerging master records |
rmd-golden-record-stewardship C2: KYC-verified address not replaced by a newer unverified value edu:Question
https://knobit.org/id/register/reference-master-data#RM-452
| dcterms:identifier | RM-452 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship C2: KYC-verified address not replaced by a newer unverified value en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Explains verified customer data under customer due diligence |
rmd-golden-record-stewardship I3: golden value naming the golden record as its source edu:Question
https://knobit.org/id/register/reference-master-data#RM-453
| dcterms:identifier | RM-453 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship I3: golden value naming the golden record as its source en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1 points) |
| solvable with | set of Explains survivorship and the golden record |
rmd-golden-record-stewardship Q1: verified address kept over a newer unverified one edu:Question
https://knobit.org/id/register/reference-master-data#RM-454
| dcterms:identifier | RM-454 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship Q1: verified address kept over a newer unverified one en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Explains verified customer data under customer due diligence |
rmd-golden-record-stewardship Q1: consumer that never received the merged identity left alone edu:Question
https://knobit.org/id/register/reference-master-data#RM-455
| dcterms:identifier | RM-455 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship Q1: consumer that never received the merged identity left alone en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Explains unmerging master records |
rmd-stewardship-metrics C1: the clerical queue's SLA is unreachable at current staffing edu:Question
https://knobit.org/id/register/reference-master-data#RM-501
| dcterms:identifier | RM-501 |
|---|---|
| rdfs:label | rmd-stewardship-metrics C1: the clerical queue's SLA is unreachable at current staffing en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a stewardship SLA the staffing cannot meet |
rmd-stewardship-metrics C1: capacity computed from the statistics edu:Question
https://knobit.org/id/register/reference-master-data#RM-502
| dcterms:identifier | RM-502 |
|---|---|
| rdfs:label | rmd-stewardship-metrics C1: capacity computed from the statistics en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Computes stewardship queue capacity from the statistics |
rmd-stewardship-metrics C2: the merge count accepted as a quality metric edu:Question
https://knobit.org/id/register/reference-master-data#RM-503
| dcterms:identifier | RM-503 |
|---|---|
| rdfs:label | rmd-stewardship-metrics C2: the merge count accepted as a quality metric en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a merge count used as a quality metric |
rmd-stewardship-metrics C2: a false-merge measure taken before merge edu:Question
https://knobit.org/id/register/reference-master-data#RM-504
| dcterms:identifier | RM-504 |
|---|---|
| rdfs:label | rmd-stewardship-metrics C2: a false-merge measure taken before merge en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Adds a false-merge measure taken before merging |
rmd-stewardship-metrics I1: duplicate rate measured after merging edu:Question
https://knobit.org/id/register/reference-master-data#RM-505
| dcterms:identifier | RM-505 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I1: duplicate rate measured after merging en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a duplicate rate measured after merging |
rmd-stewardship-metrics I1: steward decisions not audited edu:Question
https://knobit.org/id/register/reference-master-data#RM-506
| dcterms:identifier | RM-506 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I1: steward decisions not audited en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises unaudited steward decisions |
rmd-stewardship-metrics I1: completeness has no target edu:Question
https://knobit.org/id/register/reference-master-data#RM-507
| dcterms:identifier | RM-507 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I1: completeness has no target en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an MDM metric with no target |
rmd-stewardship-metrics I1: no escalation for the clerical queue edu:Question
https://knobit.org/id/register/reference-master-data#RM-508
| dcterms:identifier | RM-508 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I1: no escalation for the clerical queue en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a stewardship queue with no escalation |
rmd-stewardship-metrics I2: the survivorship conflict queue has no owner edu:Question
https://knobit.org/id/register/reference-master-data#RM-509
| dcterms:identifier | RM-509 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I2: the survivorship conflict queue has no owner en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1 points) |
| solvable with | set of Recognises a stewardship queue with no owner |
rmd-stewardship-metrics I2: reference changes applied in place edu:Question
https://knobit.org/id/register/reference-master-data#RM-510
| dcterms:identifier | RM-510 |
|---|---|
| rdfs:label | rmd-stewardship-metrics I2: reference changes applied in place en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1 points) |
| solvable with | set of Recognises a reference data change without effective dates |
rmd-stewardship-metrics Q1: no staffing figures invented edu:Question
https://knobit.org/id/register/reference-master-data#RM-511
| dcterms:identifier | RM-511 |
|---|---|
| rdfs:label | rmd-stewardship-metrics Q1: no staffing figures invented en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Uses only the staffing figures given |
rmd-golden-record-stewardship I1: steward case outside the queues routed to one edu:Question
https://knobit.org/id/register/reference-master-data#RM-550
| dcterms:identifier | RM-550 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship I1: steward case outside the queues routed to one en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains the master data stewardship workflow |
rmd-golden-record-stewardship I1: steward decisions of an unmerge audited edu:Question
https://knobit.org/id/register/reference-master-data#RM-551
| dcterms:identifier | RM-551 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship I1: steward decisions of an unmerge audited en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains the master data stewardship workflow |
rmd-golden-record-stewardship I2: time to resolve measured from arrival, not pick-up edu:Question
https://knobit.org/id/register/reference-master-data#RM-552
| dcterms:identifier | RM-552 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship I2: time to resolve measured from arrival, not pick-up en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains MDM quality metrics |
rmd-golden-record-stewardship I2: false-split rate added to the scorecard edu:Question
https://knobit.org/id/register/reference-master-data#RM-553
| dcterms:identifier | RM-553 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship I2: false-split rate added to the scorecard en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains MDM quality metrics |
rmd-golden-record-stewardship Q1: sound false-merge and duplicate metrics left alone edu:Question
https://knobit.org/id/register/reference-master-data#RM-554
| dcterms:identifier | RM-554 |
|---|---|
| rdfs:label | rmd-golden-record-stewardship Q1: sound false-merge and duplicate metrics left alone en |
| schema:isPartOf | Reference and master data (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Explains MDM quality metrics |
Master data: domains, systems of record and MDM architectural approaches edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-1
| dcterms:description | Defining master data domains and how a hub relates to its sources. en |
|---|---|
| dcterms:identifier | RV-1 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.1 en |
| includes knobit | Matches the hub style to authoring reality |
| includes knobit | Chooses a persisted hub style where a use case needs a golden record |
| includes knobit | Keeps the authoring matrix as observed |
| includes knobit | Explains MDM hub styles |
| includes knobit | Explains authoring and the system of record for master data |
| includes knobit | Explains master data domains |
| rdfs:label | Master data: domains, systems of record and MDM architectural approaches en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.3, 2.1 |
Tools edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-10
| dcterms:description | MDM tools. en |
|---|---|
| dcterms:identifier | RV-10 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 3 en |
| includes knobit | Explains MDM tools |
| rdfs:label | Tools en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 3 |
Implementation guidelines edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-11
| dcterms:description | Implementing MDM. en |
|---|---|
| dcterms:identifier | RV-11 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 5 en |
| includes knobit | Explains MDM implementation guidelines |
| rdfs:label | Implementation guidelines en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 5 |
Reference data: structures, standards, versioning and crosswalks edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-2
| dcterms:description | Managing code lists and their mappings over time. en |
|---|---|
| dcterms:identifier | RV-2 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.2, 2.4 en |
| includes knobit | Explains intensional definition by superordinate concept and delimiting characteristics |
| includes knobit | Splits a reused code by effective date |
| includes knobit | Restricts a many-to-one crosswalk to forward use |
| includes knobit | Uses only valid codes from the cited standard |
| includes knobit | Explains ISO reference data standards used in banking |
| includes knobit | Explains managing reference values over time |
| includes knobit | Explains crosswalks and their cardinality |
| rdfs:label | Reference data: structures, standards, versioning and crosswalks en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.2, 2.4 |
Master data: matching and identity resolution edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-3
| dcterms:description | Deciding which records describe the same party. en |
|---|---|
| dcterms:identifier | RV-3 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.3 en |
| includes knobit | Requires a discriminator before merging same-name relatives |
| includes knobit | Introduces a clerical-review band below auto-merge |
| includes knobit | Decides record pairs without false merges |
| includes knobit | Uses only identifiers the sources hold |
| includes knobit | Explains probabilistic record linkage |
| includes knobit | Explains identifiers for deterministic matching |
| includes knobit | Explains blocking in record linkage |
| includes knobit | Explains measuring false merges and false splits |
| rdfs:label | Master data: matching and identity resolution en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.3, 2.3 |
Master data: survivorship, golden record and lineage edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-4
| dcterms:description | Deciding what the golden record says and keeping it traceable. en |
|---|---|
| dcterms:identifier | RV-4 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.3 en |
| includes knobit | Ranks verified values above recency for KYC attributes |
| includes knobit | Traces every golden value to its source record |
| includes knobit | Recomputes a golden record from corrected survivorship rules |
| includes knobit | Explains survivorship and the golden record |
| includes knobit | Explains verified customer data under customer due diligence |
| includes knobit | Explains unmerging master records |
| rdfs:label | Master data: survivorship, golden record and lineage en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.3, 2.3 |
Stewardship and MDM metrics edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-5
| dcterms:description | Operating MDM and measuring it. en |
|---|---|
| dcterms:identifier | RV-5 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 2.5, 6 en |
| includes knobit | Computes stewardship queue capacity from the statistics |
| includes knobit | Adds a false-merge measure taken before merging |
| includes knobit | Uses only the staffing figures given |
| includes knobit | Explains the master data stewardship workflow |
| includes knobit | Explains MDM quality metrics |
| rdfs:label | Stewardship and MDM metrics en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 2.5, 6 |
Business drivers edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-6
| dcterms:description | Why MDM. en |
|---|---|
| dcterms:identifier | RV-6 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.1 en |
| includes knobit | Explains the drivers of reference and master data management |
| rdfs:label | Business drivers en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.1 |
Differences between reference and master data edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-7
| dcterms:description | Reference vs master. en |
|---|---|
| dcterms:identifier | RV-7 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.1 en |
| includes knobit | Explains reference data versus master data |
| rdfs:label | Differences between reference and master data en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.1 |
MDM key processing steps: acquisition, validation, standardisation, enrichment edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-8
| dcterms:description | Processing. en |
|---|---|
| dcterms:identifier | RV-8 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.4 en |
| includes knobit | Explains master data acquisition, validation, standardisation and enrichment |
| rdfs:label | MDM key processing steps: acquisition, validation, standardisation, enrichment en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.4 |
Master data model and data sharing architecture edu:LearningOutcome
https://knobit.org/id/register/reference-master-data#RV-9
| dcterms:description | Model and sharing. en |
|---|---|
| dcterms:identifier | RV-9 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.5, 2.2 en |
| includes knobit | Explains the master data model and data sharing architecture |
| rdfs:label | Master data model and data sharing architecture en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data |
| skos:notation | 1.3.5, 2.2 |