MD-1220 시험 - DAMA실제시험문제와 답 - 133문항

Question No : 1

A compliance team asks which reports consume fields classified as restricted.
Which capability best supports the request?

A.Catalog search by report owner
B.Business term approval workflow
C.Repository backup and restore
D.Classification linked to lineage

정답:
Explanation:
Classification identifies restricted data, and lineage identifies where it flows and where it is consumed. Together they support compliance and exposure analysis.

Question No : 2

A metadata repository receives automated inputs from ETL tools and manual inputs from stewards.
What control is most important?

A.Validation rules for metadata updates
B.Separate stores by input method
C.Removal of manually entered metadata
D.Publication before quality review

정답:
Explanation:
Metadata from both automated and manual sources should be validated against standards, ownership rules, and required attributes before it is trusted or published broadly.

Question No : 3

A business glossary term is approved for “active customer,” but several reports continue to use older local definitions.
What is the most likely weakness?

A.Glossary storage capacity is limited
B.Governance is not linked to usage
C.Database indexes are not aligned
D.Operational metadata is too detailed

정답:
Explanation:
A glossary is more effective when approved terms are linked to metrics, reports, fields, and governance workflows. Otherwise, business definitions may not influence actual usage.

Question No : 4

Two systems assign different owners to the same customer data element.
What should the metadata team define?

A.Separate owners by consuming report
B.A history table for ownership changes
C.A rule to suppress conflicting values
D.An authoritative ownership source

정답:
Explanation:
Conflicting ownership metadata requires an authoritative source or decision rule. This ensures accountability and consistent handling across systems.

Question No : 5

A company wants to implement metadata quality reporting.
Which measure is most useful for identifying stale metadata?

A.Number of catalog searches per term
B.Count of objects by source system
C.Percentage past scheduled review date
D.Size of harvested metadata tables

정답:
Explanation:
Metadata that has exceeded its review date may be stale. Review status and currency indicators are useful measures for metadata timeliness.

Question No : 6

A data catalog shows detailed technical schemas, but business users still rely on informal spreadsheets to understand data meaning.
What is the best next improvement?

A.Link technical assets to business terms
B.Scan database indexes more often
C.Restrict glossary access to architects
D.Replace definitions with table names

정답:
Explanation:
Business users need meaning and context. Linking physical assets to governed business terms helps connect technical structures to business understanding.

Question No : 7

An enterprise metadata standard requires each critical data element to include a definition, owner, classification, lineage status, and review date.
What is the primary purpose?

A.Increase the total number of catalog entries
B.Make important metadata complete and governed
C.Replace documentation from source systems
D.Reduce all manual stewardship activities

정답:
Explanation:
Required metadata attributes help ensure that critical data elements are understandable, accountable, protected, traceable, and maintained.

Question No : 8

A team wants to prove that a change to a customer source field will affect several downstream dashboards and quality rules.
Which metadata combination is most useful?

A.Glossary history and catalog comments
B.Table size and refresh frequency
C.Report usage and access history
D.Lineage, mappings, and rule links

정답:
Explanation:
Change impact analysis needs metadata that shows where data moves, how it is transformed, and which reports or rules depend on it. Lineage, mappings, and rule relationships provide that view.

Question No : 9

A company has multiple domains that need local metadata ownership, but regulators require consistent handling of sensitive data across the enterprise.
What governance approach is most suitable?

A.Shared standards with domain stewardship
B.Independent metadata rules per domain
C.Central approval for every local term
D.Local catalog publication without review

정답:
Explanation:
A federated model allows domains to manage metadata locally while following enterprise standards for critical data, sensitive classifications, ownership, and stewardship.

Question No : 10

An enterprise wants a metadata environment that supports business glossary, technical lineage, data quality rules, and report traceability.
Which design concern is most important?

A.Separate repositories for each metadata type
B.Restricted access for nontechnical users
C.Relationships among metadata objects
D.Larger storage for harvested metadata

정답:
Explanation:
Metadata becomes more useful when terms, fields, systems, reports, rules, owners, and lineage are connected. Relationships allow users to trace meaning, movement, quality, and controls across the environment.

Question No : 11

A metadata program wants to support audit, analytics, and change management.
Which design choice is most important?

A.Prioritize technical schemas over business terms
B.Keep operational metadata in source tools only
C.Connect business, technical, and operational metadata
D.Use automated scanning as the primary control

정답:
Explanation:
Audit, analytics, and change management require connected metadata. Business meaning, technical structures, lineage, operational status, ownership, and quality must work together.
MD-1220 Metadata Management Specialist Practice Questions Q91CQ120 Revised Version

Question No : 12

A data catalog shows a dataset owner, but no steward, quality rule, or approved use.
What is the best interpretation?

A.Ownership alone is not enough metadata
B.Ownership replaces quality metadata
C.The dataset is automatically certified
D.Stewardship is only needed for reports

정답:
Explanation:
Ownership is important, but users also need definitions, stewardship, quality indicators, lineage, classifications, and approved usage to determine trust and suitability.

Question No : 13

A team wants to prioritize which metadata issues to fix first.
Which approach is most aligned with business value?

A.Fix issues in alphabetical order
B.Focus on critical data elements
C.Prioritize largest database tables
D.Resolve newest catalog entries first

정답:
Explanation:
Critical data elements are high-value or high-risk data items. Prioritizing their metadata improves trust, compliance, and decision-making where it matters most.

Question No : 14

A glossary term is approved, but related report metrics use older names.
What should the metadata team improve?

A.Approval timing for glossary publication
B.Ownership assignment for reporting assets
C.Search ranking for glossary entries
D.Synchronization of related metadata

정답:
Explanation:
Related metadata objects should be synchronized when terminology changes. This keeps terms, reports, metrics, and field mappings aligned.

Question No : 15

A metadata team is deciding whether to expose detailed lineage to all users.
What factor should guide access decisions?

A.Whether lineage diagrams use standard icons
B.Whether every field has a glossary term
C.Whether lineage reveals sensitive context
D.Whether the catalog has enough storage

정답:
Explanation:
Detailed lineage can reveal sensitive systems, data flows, or consuming applications. Access decisions should consider security, privacy, and role needs.

DAMA MD-1220 시험