Free DMF-1220 Exam Braindumps
Data Management Fundamentals Questions 171–175 (page: 36)

Updated On: 10-Feb-2026

Through similarity analysis, slight variation in data can be recognized and data values can be consolidated. Two basic approaches, which can be used together, are:

  1. Realistic
  2. Opportunistic
  3. Deterministic
  4. Probabilistic
  5. Procedural
  6. All of the above

Answer(s): C,D



Two risks with the Matching process are:

  1. False positives
  2. False Certainties
  3. False Negatives
  4. False Uncertainties

Answer(s): A,C



Consistent input data reduces the chance of errors in associating records. Preparation processes include:

  1. Standardization
  2. Enrichment
    C Validation
  3. Database management

Answer(s): A,B,C



Match rules for different scenarios require different workflows, including:

  1. Consistency rules
  2. Duplicate identification match rules
  3. Match-merge rules
  4. Match-split rules
  5. Match-link rules
  6. All of the above

Answer(s): B,C,E



There are three basic approaches to implementing a Master Data hub environment, including:

  1. Transaction hub
  2. Distributed hub
  3. Registry
  4. Consolidated approach
  5. Eventual consistency
  6. Transparent hub

Answer(s): A,C,D



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