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Question 36/46
MDM matching algorithms benefit from all of the following data characteristics except for which of the following?
Correct Answer: D
MDM matching algorithms benefit from various data characteristics but do not benefit from "Structural heterogeneity of data elements."
* Matching Algorithms:These are used in MDM to identify and link data records that refer to the same entity across different systems.
* Data Characteristics:
* Distinctiveness:Helps in accurately matching records.
* Common Data Points:Aids in the comparison process.
* Comparability:Facilitates effective matching.
* Validity:Ensures the data is accurate and reliable.
* Structural Heterogeneity:Different structures can complicate the matching process, making it harder to align data.
References:
* DAMA-DMBOK: Data Management Body of Knowledge, 2nd Edition.
* CDMP Study Guide
* Matching Algorithms:These are used in MDM to identify and link data records that refer to the same entity across different systems.
* Data Characteristics:
* Distinctiveness:Helps in accurately matching records.
* Common Data Points:Aids in the comparison process.
* Comparability:Facilitates effective matching.
* Validity:Ensures the data is accurate and reliable.
* Structural Heterogeneity:Different structures can complicate the matching process, making it harder to align data.
References:
* DAMA-DMBOK: Data Management Body of Knowledge, 2nd Edition.
* CDMP Study Guide
- Question List (46q)
- Question 1: What is a registry as it applies to Master Data?...
- Question 2: What is a Canonical Data Model?...
- Question 3: The concept of tracking the number of MDM subject areas and ...
- Question 4: What MDM style allows data to be authored anywhere?...
- Question 5: Location related attributes used exclusively by a group of F...
- Question 6: Managing Master Data involves:
- Question 7: A global identifier is used to:...
- Question 8: For MDMs. what is meant by a classification scheme?...
- Question 9: Which is NOT considered a type of Master Data relationship?...
- Question 10: What statement is NOT correct as a key point of a MDM progra...
- Question 11: Which of the following is NOT an example of Master Data?...
- Question 12: _____ are a primary supplier of master data content to a MDM...
- Question 13: What characteristics does Reference data have that distingui...
- Question 14: A 'Curation Zone' is a data architecture component used to:...
- Question 15: All organizations have master data even if it is not labelle...
- Question 16: Reference and Master data ran be stored in separate reposito...
- Question 17: Master Data is similar to a physical product produced and so...
- Question 18: MOM is most accurately and comprehensively defined in which ...
- Question 19: What data architecture component is typically used for inges...
- Question 20: Can the kinds of information treated as master data vary fro...
- Question 21: What item listed will be determined by Reference & Maste...
- Question 22: Data Integration tor MDM and Reference data should:...
- Question 23: Key processing steps for successful MDM include the followin...
- Question 24: These are two metrics you must produce totrackthe effectiven...
- Question 25: Which of these metrics can be used to measure metadata docum...
- Question 26: Which of the following is NOT a metric that c.tn be tied to ...
- Question 27: Why is a historical perspective ofMaster Data important?...
- Question 28: A(n) _____ is used for detailing collaboration principles, e...
- Question 29: Which of the following is NOT ,1 characteristic of n determi...
- Question 30: The biggest challenge to implementing Master Data Management...
- Question 31: One of the main guiding principles for Reference and Master ...
- Question 32: Bringing order to your Master Data would solve what?...
- Question 33: What role would you expect Data Governance to play in the de...
- Question 34: Which of the following is NOT a possible outcome of a probab...
- Question 35: The Data Architecture design of an MDM solution must resolve...
- Question 36: MDM matching algorithms benefit from all of the following da...
- Question 37: What technology option can provide better support of a Regis...
- Question 38: Does anorganizationhave to agree to a single definition for ...
- Question 39: MDM is a lifecycle management process that includes the foll...
- Question 40: An authoritative system where data consumers can obtain reli...
- Question 41: Master Data Curation is used for improving the overall quali...
- Question 42: The ______development lifecycle is the best approach to foll...
- Question 43: The MDM process step responsible for determining whether two...
- Question 44: Is there a standard tor defining and exchanging Master Data?...
- Question 45: Which of the following is a method of deterministic matching...
- Question 46: The following is a technique thatyou can find useful when im...
