Data integration and interoperability (DAMA-DMBOK2)
https://knobit.org/id/register/data-integration
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| 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 integration deliverables - source profiles, mappings, integration patterns, exchange specifications, sharing agreements and event thresholds - and reconciling on value: the competence the data-integration 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 | Data integration and interoperability (DAMA-DMBOK2) en |
| owl:sameAs | https://bitbucket.org/reffa/ontology/skills/data-integration |
| schema:license | https://creativecommons.org/licenses/by/4.0/ |
| skos:note | audience: Integration architects and data engineers, and AI models assessed by skill-tests en |
| skos:note | domain: Data management, data integration and interoperability (DAMA-DMBOK2 chapter 8) en |
| skos:note | level: CDMP Practitioner: the Data Integration and Interoperability specialist exam (DAMA International) en |
Items and references
dii-source-analysis C1: interest_rate changed from percent to fraction edu:Question
https://knobit.org/id/register/data-integration#DI-101
| dcterms:identifier | DI-101 |
|---|---|
| rdfs:label | dii-source-analysis C1: interest_rate changed from percent to fraction en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a field meaning change with no cut-over date |
dii-source-analysis C1: the unit change dated from the distribution edu:Question
https://knobit.org/id/register/data-integration#DI-102
| dcterms:identifier | DI-102 |
|---|---|
| rdfs:label | dii-source-analysis C1: the unit change dated from the distribution en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Dates a meaning change from the value distribution |
dii-source-analysis C2: the profile covers active loans only edu:Question
https://knobit.org/id/register/data-integration#DI-103
| dcterms:identifier | DI-103 |
|---|---|
| rdfs:label | dii-source-analysis C2: the profile covers active loans only en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (1 points) |
| solvable with | set of Recognises a profile missing a known population |
dii-source-analysis I1: status R is undocumented edu:Question
https://knobit.org/id/register/data-integration#DI-104
| dcterms:identifier | DI-104 |
|---|---|
| rdfs:label | dii-source-analysis I1: status R is undocumented en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an undocumented code value in use |
dii-source-analysis I1: the loan key has duplicates edu:Question
https://knobit.org/id/register/data-integration#DI-105
| dcterms:identifier | DI-105 |
|---|---|
| rdfs:label | dii-source-analysis I1: the loan key has duplicates en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a supposedly unique key with duplicates |
dii-source-analysis I1: start dates defaulted to 1900-01-01 edu:Question
https://knobit.org/id/register/data-integration#DI-106
| dcterms:identifier | DI-106 |
|---|---|
| rdfs:label | dii-source-analysis I1: start dates defaulted to 1900-01-01 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an implausible date in a source |
dii-source-analysis I1: end-date nulls have no stated meaning edu:Question
https://knobit.org/id/register/data-integration#DI-107
| dcterms:identifier | DI-107 |
|---|---|
| rdfs:label | dii-source-analysis I1: end-date nulls have no stated meaning en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an undocumented null meaning |
dii-source-analysis Q1: no meaning invented for R; raised with the owner edu:Question
https://knobit.org/id/register/data-integration#DI-108
| dcterms:identifier | DI-108 |
|---|---|
| rdfs:label | dii-source-analysis Q1: no meaning invented for R; raised with the owner en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Raises a decision for its owner instead of taking it |
dii-source-profiling-semantics C1: bal_amt meaning read from its name is not approved edu:Question
https://knobit.org/id/register/data-integration#DI-150
| dcterms:identifier | DI-150 |
|---|---|
| rdfs:label | dii-source-profiling-semantics C1: bal_amt meaning read from its name is not approved en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a field meaning inferred from its name |
dii-source-profiling-semantics C1: the bal_amt ambiguity raised with the source owner edu:Question
https://knobit.org/id/register/data-integration#DI-151
| dcterms:identifier | DI-151 |
|---|---|
| rdfs:label | dii-source-profiling-semantics C1: the bal_amt ambiguity raised with the source owner en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Raises a decision for its owner instead of taking it, Explains field semantics and their change over time |
dii-source-profiling-semantics C2: the profile predates release 26.3 and is not current edu:Question
https://knobit.org/id/register/data-integration#DI-152
| dcterms:identifier | DI-152 |
|---|---|
| rdfs:label | dii-source-profiling-semantics C2: the profile predates release 26.3 and is not current en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a profile older than the source's last change |
dii-source-profiling-semantics C2: the re-profile names the value-frequency and null-rate measures edu:Question
https://knobit.org/id/register/data-integration#DI-153
| dcterms:identifier | DI-153 |
|---|---|
| rdfs:label | dii-source-profiling-semantics C2: the re-profile names the value-frequency and null-rate measures en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Explains data profiling measures |
dii-source-profiling-semantics I1: a log-based replica lags and is not the system of record edu:Question
https://knobit.org/id/register/data-integration#DI-154
| dcterms:identifier | DI-154 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I1: a log-based replica lags and is not the system of record en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Explains data replication |
dii-source-profiling-semantics I1: archived data stays accessible edu:Question
https://knobit.org/id/register/data-integration#DI-155
| dcterms:identifier | DI-155 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I1: archived data stays accessible en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Explains archiving as an integration flow |
dii-source-profiling-semantics I1: virtualisation queries in place, a nightly copy is not virtualisation edu:Question
https://knobit.org/id/register/data-integration#DI-156
| dcterms:identifier | DI-156 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I1: virtualisation queries in place, a nightly copy is not virtualisation en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Explains data federation and virtualisation |
dii-source-profiling-semantics I2: a canonical message limits the transformations edu:Question
https://knobit.org/id/register/data-integration#DI-157
| dcterms:identifier | DI-157 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I2: a canonical message limits the transformations en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Explains canonical models and enterprise message formats |
dii-source-profiling-semantics I2: production flows are monitored, retries do not replace it edu:Question
https://knobit.org/id/register/data-integration#DI-158
| dcterms:identifier | DI-158 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I2: production flows are monitored, retries do not replace it en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Explains implementing and monitoring integration |
dii-source-profiling-semantics I2: DII metrics beyond interface counts; lineage to metadata management edu:Question
https://knobit.org/id/register/data-integration#DI-159
| dcterms:identifier | DI-159 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I2: DII metrics beyond interface counts; lineage to metadata management en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (1.5 points) |
| solvable with | set of Explains DII governance, lineage and metrics |
dii-source-profiling-semantics I3: the integration drivers statement left correct edu:Question
https://knobit.org/id/register/data-integration#DI-160
| dcterms:identifier | DI-160 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I3: the integration drivers statement left correct en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (2.5 points) |
| solvable with | set of Explains the drivers and goals of data integration |
dii-source-profiling-semantics I3: the publish-subscribe ESB statement left correct edu:Question
https://knobit.org/id/register/data-integration#DI-161
| dcterms:identifier | DI-161 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I3: the publish-subscribe ESB statement left correct en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (2.5 points) |
| solvable with | set of Explains DII architecture concepts |
dii-source-profiling-semantics I3: the data-as-a-service on iPaaS statement left correct edu:Question
https://knobit.org/id/register/data-integration#DI-162
| dcterms:identifier | DI-162 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I3: the data-as-a-service on iPaaS statement left correct en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (2.5 points) |
| solvable with | set of Explains data-as-a-service and cloud integration |
dii-source-profiling-semantics I3: the migration and publication statement left correct edu:Question
https://knobit.org/id/register/data-integration#DI-163
| dcterms:identifier | DI-163 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I3: the migration and publication statement left correct en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (2.5 points) |
| solvable with | set of Explains developing data services, flows and the publication approach |
dii-source-profiling-semantics I3: the integration tools statement left correct edu:Question
https://knobit.org/id/register/data-integration#DI-164
| dcterms:identifier | DI-164 |
|---|---|
| rdfs:label | dii-source-profiling-semantics I3: the integration tools statement left correct en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (2.5 points) |
| solvable with | set of Explains data integration tools |
dii-source-profiling-semantics Q1: the full-population profile not reported as incomplete edu:Question
https://knobit.org/id/register/data-integration#DI-165
| dcterms:identifier | DI-165 |
|---|---|
| rdfs:label | dii-source-profiling-semantics Q1: the full-population profile not reported as incomplete en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises a profile missing a known population |
dii-source-profiling-semantics Q1: the owner-confirmed cr_limit not reported as read from its name edu:Question
https://knobit.org/id/register/data-integration#DI-166
| dcterms:identifier | DI-166 |
|---|---|
| rdfs:label | dii-source-profiling-semantics Q1: the owner-confirmed cr_limit not reported as read from its name en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises a field meaning inferred from its name |
dii-source-profiling-semantics Q1: release 26.1, older than the profile, not reported as making it stale edu:Question
https://knobit.org/id/register/data-integration#DI-167
| dcterms:identifier | DI-167 |
|---|---|
| rdfs:label | dii-source-profiling-semantics Q1: release 26.1, older than the profile, not reported as making it stale en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises a profile older than the source's last change |
Frequency and relative frequency edu:Question
https://knobit.org/id/register/data-integration#DI-1801
| dcterms:identifier | DI-1801 |
|---|---|
| rdfs:label | Frequency and relative frequency en |
| schema:isPartOf | Data integration and interoperability (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 |
Meaning of a decimal place edu:Question
https://knobit.org/id/register/data-integration#DI-1802
| dcterms:identifier | DI-1802 |
|---|---|
| rdfs:label | Meaning of a decimal place en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | In the number 5.372 the digit 7 stands for: (a) 7 tenths; (b) 7 hundredths; (c) 7 thousandths; (d) 7 units en |
| solvable with | set of Explains the concept of a decimal fraction |
Meaning of a percentage edu:Question
https://knobit.org/id/register/data-integration#DI-1803
| dcterms:identifier | DI-1803 |
|---|---|
| rdfs:label | Meaning of a percentage en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | 25% of the whole is: (a) 1/25; (b) 1/4; (c) 2.5 per whole; (d) 1/2 en |
| solvable with | set of Explains the concept of a percentage |
Onward use in a data sharing agreement edu:Question
https://knobit.org/id/register/data-integration#DI-1901
| dcterms:identifier | DI-1901 |
|---|---|
| rdfs:label | Onward use in a data sharing agreement en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | A data sharing agreement lets the recipient "use the data to improve its own services". Which principle does the clause put at risk? (a) purpose limitation; (b) accuracy; (c) integrity and confidentiality; (d) accountability en |
| solvable with | set of Explains purpose limitation, minimisation and storage limitation |
Rate field across a percent-to-fraction cut-over edu:Question
https://knobit.org/id/register/data-integration#DI-1902
| dcterms:identifier | DI-1902 |
|---|---|
| rdfs:label | Rate field across a percent-to-fraction cut-over en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:learningResourceType | multiple_choice |
| schema:text | LN_RATE held percentages until 2017-12-31 (e.g. 4.5) and fractions from 2018-01-01 (e.g. 0.045). The target column holds fractions. How should the mapping treat a value from 2016? (a) divide it by 100; (b) copy it as is; (c) multiply it by 100; (d) divide it by 1,000 en |
| solvable with | set of Explains a percent-to-fraction scale change of a field |
dii-source-to-target-mapping C1: fixed two decimals corrupt JPY and BHD edu:Question
https://knobit.org/id/register/data-integration#DI-201
| dcterms:identifier | DI-201 |
|---|---|
| rdfs:label | dii-source-to-target-mapping C1: fixed two decimals corrupt JPY and BHD en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Recognises a lossy amount conversion |
dii-source-to-target-mapping C1: amounts converted by each currency's minor units edu:Question
https://knobit.org/id/register/data-integration#DI-202
| dcterms:identifier | DI-202 |
|---|---|
| rdfs:label | dii-source-to-target-mapping C1: amounts converted by each currency's minor units en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Converts amounts by each currency's minor units |
dii-source-to-target-mapping C1: the count-only reconciliation rejected edu:Question
https://knobit.org/id/register/data-integration#DI-203
| dcterms:identifier | DI-203 |
|---|---|
| rdfs:label | dii-source-to-target-mapping C1: the count-only reconciliation rejected en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Recognises a reconciliation by count only |
dii-source-to-target-mapping C1: totals per currency recomputed from the sample edu:Question
https://knobit.org/id/register/data-integration#DI-204
| dcterms:identifier | DI-204 |
|---|---|
| rdfs:label | dii-source-to-target-mapping C1: totals per currency recomputed from the sample en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Reconciles a migration per currency from the data |
dii-source-to-target-mapping I1: settlement date used as the transaction date edu:Question
https://knobit.org/id/register/data-integration#DI-205
| dcterms:identifier | DI-205 |
|---|---|
| rdfs:label | dii-source-to-target-mapping I1: settlement date used as the transaction date en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises value date and booking date confused |
dii-source-to-target-mapping I1: disputed status D maps to nothing edu:Question
https://knobit.org/id/register/data-integration#DI-206
| dcterms:identifier | DI-206 |
|---|---|
| rdfs:label | dii-source-to-target-mapping I1: disputed status D maps to nothing en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises a source value with no target value |
dii-source-to-target-mapping I1: merchant country is mandatory and unmapped edu:Question
https://knobit.org/id/register/data-integration#DI-207
| dcterms:identifier | DI-207 |
|---|---|
| rdfs:label | dii-source-to-target-mapping I1: merchant country is mandatory and unmapped en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an unmapped mandatory target column |
dii-mapping-value-reconciliation C1: CORE and LeaseMaster keys collide on 100004, key qualified by source edu:Question
https://knobit.org/id/register/data-integration#DI-250
| dcterms:identifier | DI-250 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C1: CORE and LeaseMaster keys collide on 100004, key qualified by source en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Recognises a key collision across sources |
dii-mapping-value-reconciliation C1: MP-29 drops the UTC offset of signed_at, LM 100008 signed on 2026-10-01 edu:Question
https://knobit.org/id/register/data-integration#DI-251
| dcterms:identifier | DI-251 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C1: MP-29 drops the UTC offset of signed_at, LM 100008 signed on 2026-10-01 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Recognises a time zone dropped from a timestamp |
dii-mapping-value-reconciliation C1: MP-07 ignores the int_margin percent cut-over, split on booking_date edu:Question
https://knobit.org/id/register/data-integration#DI-252
| dcterms:identifier | DI-252 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C1: MP-07 ignores the int_margin percent cut-over, split on booking_date en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Recognises a mapping ignoring a meaning change |
dii-mapping-value-reconciliation C1: margins of CORE 100001 and 100004 converted from percent to fraction edu:Question
https://knobit.org/id/register/data-integration#DI-253
| dcterms:identifier | DI-253 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C1: margins of CORE 100001 and 100004 converted from percent to fraction en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (4 points) |
| solvable with | set of Explains a percent-to-fraction scale change of a field |
dii-mapping-value-reconciliation C2: MP-24 unspecified, replaced by a prod_cd crosswalk edu:Question
https://knobit.org/id/register/data-integration#DI-254
| dcterms:identifier | DI-254 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C2: MP-24 unspecified, replaced by a prod_cd crosswalk en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Recognises an unspecified transformation |
dii-mapping-value-reconciliation C2: MP-23 reads lessee_regcode, the file has lessee_reg_no edu:Question
https://knobit.org/id/register/data-integration#DI-255
| dcterms:identifier | DI-255 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C2: MP-23 reads lessee_regcode, the file has lessee_reg_no en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Recognises a transformation on a column the source lacks |
dii-mapping-value-reconciliation C2: asset_description VARCHAR(60) narrower than asset_desc VARCHAR(200) edu:Question
https://knobit.org/id/register/data-integration#DI-256
| dcterms:identifier | DI-256 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation C2: asset_description VARCHAR(60) narrower than asset_desc VARCHAR(200) en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Recognises a target narrower than its source |
dii-mapping-value-reconciliation I1: MP-31 default 0 invents a residual value edu:Question
https://knobit.org/id/register/data-integration#DI-257
| dcterms:identifier | DI-257 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation I1: MP-31 default 0 invents a residual value en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a default inventing a business fact |
dii-mapping-value-reconciliation I1: missing residuals of LM 100006 and 100009 raised with the owner edu:Question
https://knobit.org/id/register/data-integration#DI-258
| dcterms:identifier | DI-258 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation I1: missing residuals of LM 100006 and 100009 raised with the owner en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a default inventing a business fact |
dii-mapping-value-reconciliation I2: source totals per currency with ISO 4217 minor units edu:Question
https://knobit.org/id/register/data-integration#DI-259
| dcterms:identifier | DI-259 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation I2: source totals per currency with ISO 4217 minor units en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains currency minor units, Explains the source-to-target mapping contract |
dii-mapping-value-reconciliation I2: draft load EUR total 58 700.00 short behind a matching row count edu:Question
https://knobit.org/id/register/data-integration#DI-260
| dcterms:identifier | DI-260 |
|---|---|
| rdfs:label | dii-mapping-value-reconciliation I2: draft load EUR total 58 700.00 short behind a matching row count en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises a reconciliation by count only |
dii-integration-patterns C1: the authorisation stream inserts with no idempotency key edu:Question
https://knobit.org/id/register/data-integration#DI-301
| dcterms:identifier | DI-301 |
|---|---|
| rdfs:label | dii-integration-patterns C1: the authorisation stream inserts with no idempotency key en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a non-idempotent load |
dii-integration-patterns C1: an idempotent design on the authorisation id edu:Question
https://knobit.org/id/register/data-integration#DI-302
| dcterms:identifier | DI-302 |
|---|---|
| rdfs:label | dii-integration-patterns C1: an idempotent design on the authorisation id en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Designs an idempotent load on a natural key |
dii-integration-patterns C2: reversals arrive as negative transactions with no reference edu:Question
https://knobit.org/id/register/data-integration#DI-303
| dcterms:identifier | DI-303 |
|---|---|
| rdfs:label | dii-integration-patterns C2: reversals arrive as negative transactions with no reference en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a correction loaded as an unrelated fact |
dii-integration-patterns C2: reversals linked to their originals edu:Question
https://knobit.org/id/register/data-integration#DI-304
| dcterms:identifier | DI-304 |
|---|---|
| rdfs:label | dii-integration-patterns C2: reversals linked to their originals en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Links a correction to the record it corrects |
dii-integration-patterns I1: deleted chargebacks never reach the warehouse edu:Question
https://knobit.org/id/register/data-integration#DI-305
| dcterms:identifier | DI-305 |
|---|---|
| rdfs:label | dii-integration-patterns I1: deleted chargebacks never reach the warehouse en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises deletes invisible to change data capture |
dii-integration-patterns I1: ordering per card assumed over merchant partitions edu:Question
https://knobit.org/id/register/data-integration#DI-306
| dcterms:identifier | DI-306 |
|---|---|
| rdfs:label | dii-integration-patterns I1: ordering per card assumed over merchant partitions en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises ordering assumed but not guaranteed |
dii-integration-patterns I1: late settlement rows dropped edu:Question
https://knobit.org/id/register/data-integration#DI-307
| dcterms:identifier | DI-307 |
|---|---|
| rdfs:label | dii-integration-patterns I1: late settlement rows dropped en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises late data with nowhere to go |
dii-integration-patterns Q1: the working settlement flow left alone edu:Question
https://knobit.org/id/register/data-integration#DI-308
| dcterms:identifier | DI-308 |
|---|---|
| rdfs:label | dii-integration-patterns Q1: the working settlement flow left alone en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Changes an integration pattern only where a requirement needs it |
dii-flow-resilience C1a: PF-01 nightly batch reported as too slow for real-time fraud scoring edu:Question
https://knobit.org/id/register/data-integration#DI-350
| dcterms:identifier | DI-350 |
|---|---|
| rdfs:label | dii-flow-resilience C1a: PF-01 nightly batch reported as too slow for real-time fraud scoring en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a pattern too slow for its consumers |
dii-flow-resilience C1b: PF-01 given a streaming or log-based CDC pattern with latency in seconds edu:Question
https://knobit.org/id/register/data-integration#DI-351
| dcterms:identifier | DI-351 |
|---|---|
| rdfs:label | dii-flow-resilience C1b: PF-01 given a streaming or log-based CDC pattern with latency in seconds en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a pattern too slow for its consumers |
dii-flow-resilience C2a: PF-02 dead-letter topic with no owner, review or route back reported edu:Question
https://knobit.org/id/register/data-integration#DI-352
| dcterms:identifier | DI-352 |
|---|---|
| rdfs:label | dii-flow-resilience C2a: PF-02 dead-letter topic with no owner, review or route back reported en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises dead letters nobody reads |
dii-flow-resilience C2b: PF-02 dead letters given an owner, a review cadence and a safe replay route edu:Question
https://knobit.org/id/register/data-integration#DI-353
| dcterms:identifier | DI-353 |
|---|---|
| rdfs:label | dii-flow-resilience C2b: PF-02 dead letters given an owner, a review cadence and a safe replay route en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises dead letters nobody reads |
dii-flow-resilience C3a: PF-04 sanctions file flow with no replay path reported edu:Question
https://knobit.org/id/register/data-integration#DI-354
| dcterms:identifier | DI-354 |
|---|---|
| rdfs:label | dii-flow-resilience C3a: PF-04 sanctions file flow with no replay path reported en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises a flow with no replay path |
dii-flow-resilience C3b: PF-04 re-run from an archived file of the list version edu:Question
https://knobit.org/id/register/data-integration#DI-355
| dcterms:identifier | DI-355 |
|---|---|
| rdfs:label | dii-flow-resilience C3b: PF-04 re-run from an archived file of the list version en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises a flow with no replay path |
dii-flow-resilience I1a: replay from the last committed offset made safe by an idempotent receiver, rejects to a dead letter channel edu:Question
https://knobit.org/id/register/data-integration#DI-356
| dcterms:identifier | DI-356 |
|---|---|
| rdfs:label | dii-flow-resilience I1a: replay from the last committed offset made safe by an idempotent receiver, rejects to a dead letter channel en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains idempotency, error handling and replay |
dii-flow-resilience I1b: Kafka orders within a partition only; per-customer order by re-keying or a resequencer edu:Question
https://knobit.org/id/register/data-integration#DI-357
| dcterms:identifier | DI-357 |
|---|---|
| rdfs:label | dii-flow-resilience I1b: Kafka orders within a partition only; per-customer order by re-keying or a resequencer en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains ordering guarantees of transports |
dii-flow-resilience I2a: late payment of a closed period and a correction referencing its original edu:Question
https://knobit.org/id/register/data-integration#DI-358
| dcterms:identifier | DI-358 |
|---|---|
| rdfs:label | dii-flow-resilience I2a: late payment of a closed period and a correction referencing its original en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains late-arriving data and corrections |
dii-flow-resilience I2b: query-based CDC misses hard deletes, log-based CDC sees them edu:Question
https://knobit.org/id/register/data-integration#DI-359
| dcterms:identifier | DI-359 |
|---|---|
| rdfs:label | dii-flow-resilience I2b: query-based CDC misses hard deletes, log-based CDC sees them en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains integration patterns and change data capture |
dii-flow-resilience Q1a: PF-03 nightly batch for a monthly report passed as fast enough edu:Question
https://knobit.org/id/register/data-integration#DI-360
| dcterms:identifier | DI-360 |
|---|---|
| rdfs:label | dii-flow-resilience Q1a: PF-03 nightly batch for a monthly report passed as fast enough en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises a pattern too slow for its consumers |
dii-flow-resilience Q1b: owned and reviewed dead-letter stores of PF-03 and PF-05 passed edu:Question
https://knobit.org/id/register/data-integration#DI-361
| dcterms:identifier | DI-361 |
|---|---|
| rdfs:label | dii-flow-resilience Q1b: owned and reviewed dead-letter stores of PF-03 and PF-05 passed en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises dead letters nobody reads |
dii-flow-resilience Q1c: replay paths of PF-03 and PF-05 passed edu:Question
https://knobit.org/id/register/data-integration#DI-362
| dcterms:identifier | DI-362 |
|---|---|
| rdfs:label | dii-flow-resilience Q1c: replay paths of PF-03 and PF-05 passed en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1.5 points) |
| solvable with | set of Recognises a flow with no replay path |
dii-iso20022-mapping C1: the subsidiary placed in the debtor element edu:Question
https://knobit.org/id/register/data-integration#DI-401
| dcterms:identifier | DI-401 |
|---|---|
| rdfs:label | dii-iso20022-mapping C1: the subsidiary placed in the debtor element en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a field in the wrong ISO 20022 element |
dii-iso20022-mapping C1: the subsidiary in UltmtDbtr, the account holder in Dbtr edu:Question
https://knobit.org/id/register/data-integration#DI-402
| dcterms:identifier | DI-402 |
|---|---|
| rdfs:label | dii-iso20022-mapping C1: the subsidiary in UltmtDbtr, the account holder in Dbtr en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Places parties in debtor and ultimate debtor by their role |
dii-iso20022-mapping C2: the RF reference pushed into Ustrd and cut at 140 edu:Question
https://knobit.org/id/register/data-integration#DI-403
| dcterms:identifier | DI-403 |
|---|---|
| rdfs:label | dii-iso20022-mapping C2: the RF reference pushed into Ustrd and cut at 140 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises structured remittance truncated into free text |
dii-iso20022-mapping C2: the RF reference in Strd/CdtrRefInf edu:Question
https://knobit.org/id/register/data-integration#DI-404
| dcterms:identifier | DI-404 |
|---|---|
| rdfs:label | dii-iso20022-mapping C2: the RF reference in Strd/CdtrRefInf en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Keeps a creditor reference in structured remittance |
dii-iso20022-mapping I1: EndToEndId has no source edu:Question
https://knobit.org/id/register/data-integration#DI-405
| dcterms:identifier | DI-405 |
|---|---|
| rdfs:label | dii-iso20022-mapping I1: EndToEndId has no source en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises a mandatory message element missing |
dii-iso20022-mapping I1: a local purpose code edu:Question
https://knobit.org/id/register/data-integration#DI-406
| dcterms:identifier | DI-406 |
|---|---|
| rdfs:label | dii-iso20022-mapping I1: a local purpose code en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises a code outside the external code set |
dii-iso20022-mapping I1: creditor names over 70 characters edu:Question
https://knobit.org/id/register/data-integration#DI-407
| dcterms:identifier | DI-407 |
|---|---|
| rdfs:label | dii-iso20022-mapping I1: creditor names over 70 characters en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an element length exceeded without a rule |
dii-iso20022-semantics C1: MS-001 names no version and mixes a .001.02 path (DbtrAgt BIC) with .001.08 paths edu:Question
https://knobit.org/id/register/data-integration#DI-450
| dcterms:identifier | DI-450 |
|---|---|
| rdfs:label | dii-iso20022-semantics C1: MS-001 names no version and mixes a .001.02 path (DbtrAgt BIC) with .001.08 paths en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a message version not stated or mixed |
dii-iso20022-semantics C1: pacs.008.001.08 named throughout and the debtor agent moved to BICFI edu:Question
https://knobit.org/id/register/data-integration#DI-451
| dcterms:identifier | DI-451 |
|---|---|
| rdfs:label | dii-iso20022-semantics C1: pacs.008.001.08 named throughout and the debtor agent moved to BICFI en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains the ISO 20022 credit transfer message |
dii-iso20022-semantics C2: the pacs.004 return does not echo the original EndToEndId edu:Question
https://knobit.org/id/register/data-integration#DI-452
| dcterms:identifier | DI-452 |
|---|---|
| rdfs:label | dii-iso20022-semantics C2: the pacs.004 return does not echo the original EndToEndId en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises an end-to-end id not carried to the return |
dii-iso20022-semantics C2: OrgnlEndToEndId mapped from the EndToEndId of the original pacs.008 edu:Question
https://knobit.org/id/register/data-integration#DI-453
| dcterms:identifier | DI-453 |
|---|---|
| rdfs:label | dii-iso20022-semantics C2: OrgnlEndToEndId mapped from the EndToEndId of the original pacs.008 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Explains the ISO 20022 credit transfer message |
dii-iso20022-semantics C3: IntrBkSttlmAmt formatted with 3 decimals for EUR edu:Question
https://knobit.org/id/register/data-integration#DI-454
| dcterms:identifier | DI-454 |
|---|---|
| rdfs:label | dii-iso20022-semantics C3: IntrBkSttlmAmt formatted with 3 decimals for EUR en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises a message amount with wrong decimals |
dii-iso20022-semantics C3: the returned amount from the incoming transfer, its Ccy from the credited account edu:Question
https://knobit.org/id/register/data-integration#DI-455
| dcterms:identifier | DI-455 |
|---|---|
| rdfs:label | dii-iso20022-semantics C3: the returned amount from the incoming transfer, its Ccy from the credited account en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises amount and currency from inconsistent sources |
dii-iso20022-semantics I1: Estonian letters in party names passed as stored, with no character set rule edu:Question
https://knobit.org/id/register/data-integration#DI-456
| dcterms:identifier | DI-456 |
|---|---|
| rdfs:label | dii-iso20022-semantics I1: Estonian letters in party names passed as stored, with no character set rule en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises a character set not handled |
dii-iso20022-semantics I1: a transliteration rule into the SEPA Latin character set edu:Question
https://knobit.org/id/register/data-integration#DI-457
| dcterms:identifier | DI-457 |
|---|---|
| rdfs:label | dii-iso20022-semantics I1: a transliteration rule into the SEPA Latin character set en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Explains SEPA usage guideline limits |
dii-iso20022-semantics I2: charge bearer SHAR where the SEPA scheme requires SLEV edu:Question
https://knobit.org/id/register/data-integration#DI-458
| dcterms:identifier | DI-458 |
|---|---|
| rdfs:label | dii-iso20022-semantics I2: charge bearer SHAR where the SEPA scheme requires SLEV en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains SEPA usage guideline limits |
dii-iso20022-semantics I2: unstructured remittance sent alongside the structured creditor reference edu:Question
https://knobit.org/id/register/data-integration#DI-459
| dcterms:identifier | DI-459 |
|---|---|
| rdfs:label | dii-iso20022-semantics I2: unstructured remittance sent alongside the structured creditor reference en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Explains structured remittance information |
dii-iso20022-semantics I3: the RF creditor reference in Strd/CdtrRefInf left unchanged edu:Question
https://knobit.org/id/register/data-integration#DI-460
| dcterms:identifier | DI-460 |
|---|---|
| rdfs:label | dii-iso20022-semantics I3: the RF creditor reference in Strd/CdtrRefInf left unchanged en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Explains structured remittance information |
dii-iso20022-semantics I3: the pacs.002 reject that already echoes OrgnlEndToEndId left unchanged edu:Question
https://knobit.org/id/register/data-integration#DI-461
| dcterms:identifier | DI-461 |
|---|---|
| rdfs:label | dii-iso20022-semantics I3: the pacs.002 reject that already echoes OrgnlEndToEndId left unchanged en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Recognises an end-to-end id not carried to the return |
dii-iso20022-semantics I3: the pacs.002 original amount, 2 decimals with Ccy from the same transfer, left unchanged edu:Question
https://knobit.org/id/register/data-integration#DI-462
| dcterms:identifier | DI-462 |
|---|---|
| rdfs:label | dii-iso20022-semantics I3: the pacs.002 original amount, 2 decimals with Ccy from the same transfer, left unchanged en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Recognises a message amount with wrong decimals, Recognises amount and currency from inconsistent sources |
dii-data-sharing-agreement C1: merchant and transaction detail shared for category totals edu:Question
https://knobit.org/id/register/data-integration#DI-501
| dcterms:identifier | DI-501 |
|---|---|
| rdfs:label | dii-data-sharing-agreement C1: merchant and transaction detail shared for category totals en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises data beyond what the purpose requires |
dii-data-sharing-agreement C1: the shared data reduced to what the insights need edu:Question
https://knobit.org/id/register/data-integration#DI-502
| dcterms:identifier | DI-502 |
|---|---|
| rdfs:label | dii-data-sharing-agreement C1: the shared data reduced to what the insights need en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Minimises shared data to the agreement's purpose |
dii-data-sharing-agreement C2: the partner may use the data to improve its services edu:Question
https://knobit.org/id/register/data-integration#DI-503
| dcterms:identifier | DI-503 |
|---|---|
| rdfs:label | dii-data-sharing-agreement C2: the partner may use the data to improve its services en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises onward use left open in a sharing agreement |
dii-data-sharing-agreement C2: use restricted to the stated purpose edu:Question
https://knobit.org/id/register/data-integration#DI-504
| dcterms:identifier | DI-504 |
|---|---|
| rdfs:label | dii-data-sharing-agreement C2: use restricted to the stated purpose en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Restricts a recipient's use to the agreed purpose |
dii-data-sharing-agreement I1: no retention clause edu:Question
https://knobit.org/id/register/data-integration#DI-505
| dcterms:identifier | DI-505 |
|---|---|
| rdfs:label | dii-data-sharing-agreement I1: no retention clause en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises retention beyond every basis |
dii-data-sharing-agreement I1: no controller or processor role edu:Question
https://knobit.org/id/register/data-integration#DI-506
| dcterms:identifier | DI-506 |
|---|---|
| rdfs:label | dii-data-sharing-agreement I1: no controller or processor role en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises a sharing role not stated |
dii-data-sharing-agreement I1: no quality or timeliness commitment edu:Question
https://knobit.org/id/register/data-integration#DI-507
| dcterms:identifier | DI-507 |
|---|---|
| rdfs:label | dii-data-sharing-agreement I1: no quality or timeliness commitment en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an agreement with no quality or timeliness commitment |
dii-data-sharing-agreement Q1: legal review named; no legal terms invented edu:Question
https://knobit.org/id/register/data-integration#DI-508
| dcterms:identifier | DI-508 |
|---|---|
| rdfs:label | dii-data-sharing-agreement Q1: legal review named; no legal terms invented en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Raises a decision for its owner instead of taking it |
dii-sharing-terms C1: DSA-01 purpose "Analytics" reported as too wide edu:Question
https://knobit.org/id/register/data-integration#DI-550
| dcterms:identifier | DI-550 |
|---|---|
| rdfs:label | dii-sharing-terms C1: DSA-01 purpose "Analytics" reported as too wide en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises a sharing purpose missing or wider than the data |
dii-sharing-terms C1: DSA-01 purpose narrowed to monthly churn-risk scoring edu:Question
https://knobit.org/id/register/data-integration#DI-551
| dcterms:identifier | DI-551 |
|---|---|
| rdfs:label | dii-sharing-terms C1: DSA-01 purpose narrowed to monthly churn-risk scoring en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Explains the content of a data sharing agreement, Explains purpose limitation, minimisation and storage limitation |
dii-sharing-terms C2: FraudShield wrongly called a processor though it decides the pooled model edu:Question
https://knobit.org/id/register/data-integration#DI-552
| dcterms:identifier | DI-552 |
|---|---|
| rdfs:label | dii-sharing-terms C2: FraudShield wrongly called a processor though it decides the pooled model en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains controller and processor roles in data sharing |
dii-sharing-terms C2: FraudShield made joint or separate controller with the article named edu:Question
https://knobit.org/id/register/data-integration#DI-553
| dcterms:identifier | DI-553 |
|---|---|
| rdfs:label | dii-sharing-terms C2: FraudShield made joint or separate controller with the article named en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains controller and processor roles in data sharing |
dii-sharing-terms C2: sound processor and independent-controller roles left alone edu:Question
https://knobit.org/id/register/data-integration#DI-554
| dcterms:identifier | DI-554 |
|---|---|
| rdfs:label | dii-sharing-terms C2: sound processor and independent-controller roles left alone en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (3 points) |
| solvable with | set of Explains controller and processor roles in data sharing |
dii-sharing-terms I1: DSA-01 has no incident notification duty edu:Question
https://knobit.org/id/register/data-integration#DI-555
| dcterms:identifier | DI-555 |
|---|---|
| rdfs:label | dii-sharing-terms I1: DSA-01 has no incident notification duty en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an agreement with no incident notification duty |
dii-sharing-terms I1: incident duty with a deadline added to DSA-01 edu:Question
https://knobit.org/id/register/data-integration#DI-556
| dcterms:identifier | DI-556 |
|---|---|
| rdfs:label | dii-sharing-terms I1: incident duty with a deadline added to DSA-01 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an agreement with no incident notification duty |
dii-sharing-terms I1: sound 24-hour incident clauses of DSA-02 and DSA-03 left alone edu:Question
https://knobit.org/id/register/data-integration#DI-557
| dcterms:identifier | DI-557 |
|---|---|
| rdfs:label | dii-sharing-terms I1: sound 24-hour incident clauses of DSA-02 and DSA-03 left alone en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (2 points) |
| solvable with | set of Recognises an agreement with no incident notification duty |
dii-sharing-terms I2: DSA-02 has no termination or exit terms edu:Question
https://knobit.org/id/register/data-integration#DI-558
| dcterms:identifier | DI-558 |
|---|---|
| rdfs:label | dii-sharing-terms I2: DSA-02 has no termination or exit terms en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises an agreement with no exit terms |
dii-sharing-terms I2: termination right with deletion of contributed cases added to DSA-02 edu:Question
https://knobit.org/id/register/data-integration#DI-559
| dcterms:identifier | DI-559 |
|---|---|
| rdfs:label | dii-sharing-terms I2: termination right with deletion of contributed cases added to DSA-02 en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises an agreement with no exit terms |
dii-sharing-terms I2: sound termination clauses of DSA-01 and DSA-03 left alone edu:Question
https://knobit.org/id/register/data-integration#DI-560
| dcterms:identifier | DI-560 |
|---|---|
| rdfs:label | dii-sharing-terms I2: sound termination clauses of DSA-01 and DSA-03 left alone en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I2 (2 points) |
| solvable with | set of Recognises an agreement with no exit terms |
dii-sharing-terms I3: DORA Art. 30 applies to the ICT provider and not to the insurer edu:Question
https://knobit.org/id/register/data-integration#DI-561
| dcterms:identifier | DI-561 |
|---|---|
| rdfs:label | dii-sharing-terms I3: DORA Art. 30 applies to the ICT provider and not to the insurer en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Explains contractual provisions for ICT third parties |
dii-sharing-terms I3: DSA-01 lacks service and data locations (Art. 30(2)(b)) edu:Question
https://knobit.org/id/register/data-integration#DI-562
| dcterms:identifier | DI-562 |
|---|---|
| rdfs:label | dii-sharing-terms I3: DSA-01 lacks service and data locations (Art. 30(2)(b)) en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Explains contractual provisions for ICT third parties |
dii-sharing-terms I3: DSA-01 lacks ICT incident assistance (Art. 30(2)(f)) edu:Question
https://knobit.org/id/register/data-integration#DI-563
| dcterms:identifier | DI-563 |
|---|---|
| rdfs:label | dii-sharing-terms I3: DSA-01 lacks ICT incident assistance (Art. 30(2)(f)) en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I3 (1.5 points) |
| solvable with | set of Explains contractual provisions for ICT third parties |
dii-sharing-terms I4: purpose finding rests on purpose limitation, Art. 5(1)(b) edu:Question
https://knobit.org/id/register/data-integration#DI-564
| dcterms:identifier | DI-564 |
|---|---|
| rdfs:label | dii-sharing-terms I4: purpose finding rests on purpose limitation, Art. 5(1)(b) en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I4 (1 points) |
| solvable with | set of Explains purpose limitation, minimisation and storage limitation |
dii-sharing-terms I4: indefinite retention reported under storage limitation and bounded edu:Question
https://knobit.org/id/register/data-integration#DI-565
| dcterms:identifier | DI-565 |
|---|---|
| rdfs:label | dii-sharing-terms I4: indefinite retention reported under storage limitation and bounded en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I4 (1 points) |
| solvable with | set of Recognises retention beyond every basis |
dii-sharing-terms I5: every corrected agreement has all the clauses an agreement needs edu:Question
https://knobit.org/id/register/data-integration#DI-566
| dcterms:identifier | DI-566 |
|---|---|
| rdfs:label | dii-sharing-terms I5: every corrected agreement has all the clauses an agreement needs en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I5 (1 points) |
| solvable with | set of Explains the content of a data sharing agreement |
dii-event-thresholds C1: structuring watched over 24 hours edu:Question
https://knobit.org/id/register/data-integration#DI-601
| dcterms:identifier | DI-601 |
|---|---|
| rdfs:label | dii-event-thresholds C1: structuring watched over 24 hours en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises an event window too short for its pattern |
dii-event-thresholds C1: a window spanning the structuring pattern edu:Question
https://knobit.org/id/register/data-integration#DI-602
| dcterms:identifier | DI-602 |
|---|---|
| rdfs:label | dii-event-thresholds C1: a window spanning the structuring pattern en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Matches an event rule's window to its pattern |
dii-event-thresholds C2: no alert when the payments feed stops edu:Question
https://knobit.org/id/register/data-integration#DI-603
| dcterms:identifier | DI-603 |
|---|---|
| rdfs:label | dii-event-thresholds C2: no alert when the payments feed stops en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises a feed with no failure alert |
dii-event-thresholds C2: feed failure as an alert in its own right edu:Question
https://knobit.org/id/register/data-integration#DI-604
| dcterms:identifier | DI-604 |
|---|---|
| rdfs:label | dii-event-thresholds C2: feed failure as an alert in its own right en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Monitors a feed's own health |
dii-event-thresholds C3: rapid transfers at ten times capacity edu:Question
https://knobit.org/id/register/data-integration#DI-605
| dcterms:identifier | DI-605 |
|---|---|
| rdfs:label | dii-event-thresholds C3: rapid transfers at ten times capacity en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises alert volume beyond handling capacity |
dii-event-thresholds C3: the rule tuned to capacity edu:Question
https://knobit.org/id/register/data-integration#DI-606
| dcterms:identifier | DI-606 |
|---|---|
| rdfs:label | dii-event-thresholds C3: the rule tuned to capacity en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Tunes an event rule to the handling capacity |
dii-event-thresholds I1: the large-transfer threshold has no rationale edu:Question
https://knobit.org/id/register/data-integration#DI-607
| dcterms:identifier | DI-607 |
|---|---|
| rdfs:label | dii-event-thresholds I1: the large-transfer threshold has no rationale en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an event threshold with no rationale |
dii-event-thresholds I1: the high-risk country alert has no owner edu:Question
https://knobit.org/id/register/data-integration#DI-608
| dcterms:identifier | DI-608 |
|---|---|
| rdfs:label | dii-event-thresholds I1: the high-risk country alert has no owner en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an alert nobody owns or can act on |
dii-event-thresholds I1: late deposits dropped from the window edu:Question
https://knobit.org/id/register/data-integration#DI-609
| dcterms:identifier | DI-609 |
|---|---|
| rdfs:label | dii-event-thresholds I1: late deposits dropped from the window en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1.5 points) |
| solvable with | set of Recognises an event rule silent when its feed is late |
dii-event-thresholds Q1: thresholds proposed with rationale, none invented as regulatory edu:Question
https://knobit.org/id/register/data-integration#DI-610
| dcterms:identifier | DI-610 |
|---|---|
| rdfs:label | dii-event-thresholds Q1: thresholds proposed with rationale, none invented as regulatory en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | Q1 (1 points) |
| solvable with | set of Proposes an event threshold with its rationale |
dii-event-rule-tuning C1: IP-04 and IP-06 going live with no expected volume edu:Question
https://knobit.org/id/register/data-integration#DI-650
| dcterms:identifier | DI-650 |
|---|---|
| rdfs:label | dii-event-rule-tuning C1: IP-04 and IP-06 going live with no expected volume en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises an event rule with no expected volume |
dii-event-rule-tuning C1: expected volume from the back-test, IP-06 held until back-tested edu:Question
https://knobit.org/id/register/data-integration#DI-651
| dcterms:identifier | DI-651 |
|---|---|
| rdfs:label | dii-event-rule-tuning C1: expected volume from the back-test, IP-06 held until back-tested en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C1 (2 points) |
| solvable with | set of Recognises an event rule with no expected volume |
dii-event-rule-tuning C2: IP-01 and IP-05 opening two cases for one transfer edu:Question
https://knobit.org/id/register/data-integration#DI-652
| dcterms:identifier | DI-652 |
|---|---|
| rdfs:label | dii-event-rule-tuning C2: IP-01 and IP-05 opening two cases for one transfer en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises overlapping rules alerting twice |
dii-event-rule-tuning C2: one correlated case per transfer edu:Question
https://knobit.org/id/register/data-integration#DI-653
| dcterms:identifier | DI-653 |
|---|---|
| rdfs:label | dii-event-rule-tuning C2: one correlated case per transfer en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C2 (2 points) |
| solvable with | set of Recognises overlapping rules alerting twice |
dii-event-rule-tuning C3: pass-through and collection kept as two mule stages, not an overlap edu:Question
https://knobit.org/id/register/data-integration#DI-654
| dcterms:identifier | DI-654 |
|---|---|
| rdfs:label | dii-event-rule-tuning C3: pass-through and collection kept as two mule stages, not an overlap en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Recognises overlapping rules alerting twice, Explains transaction-monitoring typologies |
dii-event-rule-tuning C3: a 7-day window rejected for the pass-through typology edu:Question
https://knobit.org/id/register/data-integration#DI-655
| dcterms:identifier | DI-655 |
|---|---|
| rdfs:label | dii-event-rule-tuning C3: a 7-day window rejected for the pass-through typology en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C3 (2 points) |
| solvable with | set of Matches an event rule's window to its pattern |
dii-event-rule-tuning C4: a lagging feed nobody is told about, lag alert added edu:Question
https://knobit.org/id/register/data-integration#DI-656
| dcterms:identifier | DI-656 |
|---|---|
| rdfs:label | dii-event-rule-tuning C4: a lagging feed nobody is told about, lag alert added en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C4 (2 points) |
| solvable with | set of Monitors a feed's own health |
dii-event-rule-tuning C4: allowed lateness cut below the observed lag rejected edu:Question
https://knobit.org/id/register/data-integration#DI-657
| dcterms:identifier | DI-657 |
|---|---|
| rdfs:label | dii-event-rule-tuning C4: allowed lateness cut below the observed lag rejected en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | C4 (2 points) |
| solvable with | set of Recognises an event rule silent when its feed is late |
dii-event-rule-tuning I1: a back-tested threshold change accepted as a proposal edu:Question
https://knobit.org/id/register/data-integration#DI-658
| dcterms:identifier | DI-658 |
|---|---|
| rdfs:label | dii-event-rule-tuning I1: a back-tested threshold change accepted as a proposal en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1 points) |
| solvable with | set of Proposes an event threshold with its rationale |
dii-event-rule-tuning I1: a floor raised with its detection trade-off accepted edu:Question
https://knobit.org/id/register/data-integration#DI-659
| dcterms:identifier | DI-659 |
|---|---|
| rdfs:label | dii-event-rule-tuning I1: a floor raised with its detection trade-off accepted en |
| schema:isPartOf | Data integration and interoperability (DAMA-DMBOK2) |
| schema:isPartOf | I1 (1 points) |
| solvable with | set of Proposes an event threshold with its rationale |
Plan and analyse: source analysis and data discovery edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-1
| dcterms:description | Understanding sources before integrating them. en |
|---|---|
| dcterms:identifier | NV-1 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.1 en |
| includes knobit | Dates a meaning change from the value distribution |
| includes knobit | Explains data profiling measures |
| includes knobit | Explains field semantics and their change over time |
| includes knobit | Explains the population and timing of a profile |
| rdfs:label | Plan and analyse: source analysis and data discovery en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.1 |
Enterprise message format / canonical model edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-10
| dcterms:description | Common message formats. en |
|---|---|
| dcterms:identifier | NV-10 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.5 en |
| includes knobit | Explains canonical models and enterprise message formats |
| rdfs:label | Enterprise message format / canonical model en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.5 |
DII architecture concepts edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-11
| dcterms:description | Coupling, orchestration, EAI, ESB, SOA. en |
|---|---|
| dcterms:identifier | NV-11 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.7 en |
| includes knobit | Explains DII architecture concepts |
| rdfs:label | DII architecture concepts en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.7 |
Data federation and virtualisation edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-12
| dcterms:description | Querying without moving data. en |
|---|---|
| dcterms:identifier | NV-12 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.9 en |
| includes knobit | Explains data federation and virtualisation |
| rdfs:label | Data federation and virtualisation en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.9 |
Data-as-a-service and cloud-based integration edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-13
| dcterms:description | DaaS and iPaaS. en |
|---|---|
| dcterms:identifier | NV-13 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.10-1.3.11 en |
| includes knobit | Explains data-as-a-service and cloud integration |
| rdfs:label | Data-as-a-service and cloud-based integration en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.10-1.3.11 |
Develop data integration solutions: services, flows, publication edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-14
| dcterms:description | Building the solution. en |
|---|---|
| dcterms:identifier | NV-14 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.3 en |
| includes knobit | Explains developing data services, flows and the publication approach |
| rdfs:label | Develop data integration solutions: services, flows, publication en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.3 |
Implement and monitor edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-15
| dcterms:description | Operating integration. en |
|---|---|
| dcterms:identifier | NV-15 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.5 en |
| includes knobit | Explains implementing and monitoring integration |
| rdfs:label | Implement and monitor en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.5 |
Tools edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-16
| dcterms:description | DII tools. en |
|---|---|
| dcterms:identifier | NV-16 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 3 en |
| includes knobit | Explains data integration tools |
| rdfs:label | Tools en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 3 |
DII governance: lineage and metrics edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-17
| dcterms:description | Governance of integration. en |
|---|---|
| dcterms:identifier | NV-17 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 6 en |
| includes knobit | Explains DII governance, lineage and metrics |
| rdfs:label | DII governance: lineage and metrics en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 6 |
ETL, latency, interaction models edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-18
| dcterms:description | Extract-transform-load, batch to real time, point-to-point to publish-subscribe. en |
|---|---|
| dcterms:identifier | NV-18 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.1-1.3.2, 1.3.6 en |
| includes knobit | Explains the source-to-target mapping contract |
| includes knobit | Explains integration patterns and change data capture |
| rdfs:label | ETL, latency, interaction models en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.1-1.3.2, 1.3.6 |
Design data integration solutions: map sources to targets edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-2
| dcterms:description | Source-to-target mapping and transformation design. en |
|---|---|
| dcterms:identifier | NV-2 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.2 en |
| includes knobit | Explains currency minor units |
| includes knobit | Explains a percent-to-fraction scale change of a field |
| includes knobit | Converts amounts by each currency's minor units |
| includes knobit | Explains the source-to-target mapping contract |
| includes knobit | Explains booking date, value date and time zones |
| includes knobit | Reconciles a migration per currency from the data |
| rdfs:label | Design data integration solutions: map sources to targets en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.2 |
Design data integration solutions: integration patterns and architecture edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-3
| dcterms:description | Choosing batch, CDC, streaming or API, and making flows recoverable. en |
|---|---|
| dcterms:identifier | NV-3 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.2 en |
| includes knobit | Designs an idempotent load on a natural key |
| includes knobit | Links a correction to the record it corrects |
| includes knobit | Changes an integration pattern only where a requirement needs it |
| includes knobit | Explains idempotency, error handling and replay |
| includes knobit | Explains ordering guarantees of transports |
| includes knobit | Explains late-arriving data and corrections |
| includes knobit | Explains integration patterns and change data capture |
| rdfs:label | Design data integration solutions: integration patterns and architecture en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.2 |
Design data integration solutions: exchange specifications and canonical models edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-4
| dcterms:description | Message standards and the mapping of internal data to them. en |
|---|---|
| dcterms:identifier | NV-4 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.2 en |
| includes knobit | Places parties in debtor and ultimate debtor by their role |
| includes knobit | Keeps a creditor reference in structured remittance |
| includes knobit | Explains the ISO 20022 credit transfer message |
| includes knobit | Explains structured remittance information |
| includes knobit | Explains SEPA usage guideline limits |
| rdfs:label | Design data integration solutions: exchange specifications and canonical models en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.2 |
Plan and analyse: define data integration requirements and data sharing agreements edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-5
| dcterms:description | Agreements that govern what is shared, why and under which commitments. en |
|---|---|
| dcterms:identifier | NV-5 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.1 en |
| includes knobit | Raises a decision for its owner instead of taking it |
| includes knobit | Minimises shared data to the agreement's purpose |
| includes knobit | Restricts a recipient's use to the agreed purpose |
| includes knobit | Explains the content of a data sharing agreement |
| includes knobit | Explains controller and processor roles in data sharing |
| includes knobit | Explains contractual provisions for ICT third parties |
| rdfs:label | Plan and analyse: define data integration requirements and data sharing agreements en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.1 |
Develop complex event processing: thresholds and alerts edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-6
| dcterms:description | Rules on streams and the alerts they raise. en |
|---|---|
| dcterms:identifier | NV-6 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 2.4 en |
| includes knobit | Matches an event rule's window to its pattern |
| includes knobit | Monitors a feed's own health |
| includes knobit | Tunes an event rule to the handling capacity |
| includes knobit | Proposes an event threshold with its rationale |
| includes knobit | Explains event rule and alert design |
| includes knobit | Explains transaction-monitoring typologies |
| includes knobit | Explains feed monitoring and late events |
| rdfs:label | Develop complex event processing: thresholds and alerts en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 2.4 |
Business drivers, goals and principles edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-7
| dcterms:description | Why DII matters. en |
|---|---|
| dcterms:identifier | NV-7 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.1-1.2 en |
| includes knobit | Explains the drivers and goals of data integration |
| rdfs:label | Business drivers, goals and principles en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.1-1.2 |
Replication edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-8
| dcterms:description | Copying data between stores. en |
|---|---|
| dcterms:identifier | NV-8 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.3 en |
| includes knobit | Explains data replication |
| rdfs:label | Replication en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.3 |
Archiving edu:LearningOutcome
https://knobit.org/id/register/data-integration#NV-9
| dcterms:description | Archiving as an integration flow. en |
|---|---|
| dcterms:identifier | NV-9 |
| dcterms:source | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability, 1.3.4 en |
| includes knobit | Explains archiving as an integration flow |
| rdfs:label | Archiving en |
| schema:isPartOf | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability |
| skos:notation | 1.3.4 |
DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability schema:CreativeWork
https://knobit.org/id/register/data-integration#REF-1
| dcterms:identifier | REF-1 |
|---|---|
| dcterms:publisher | DAMA International |
| dcterms:title | DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 8: Data Integration and Interoperability en |
| schema:version | 2nd edition, revised (DMBOK2/RE) |
| skos:note | target level: CDMP Practitioner: the Data Integration and Interoperability specialist exam (DAMA International) en |