metadata management

USAGE SUMMARY

The phrase "metadata management" is correct and usable in written English.
It can be used in contexts related to data organization, storage, and retrieval, particularly in fields like information technology and data science. Example: "Effective metadata management is crucial for ensuring that our data is easily searchable and accessible."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

metadata management framework.

Journal of Big Data

Fig. 12 Improved metadata management architecture for big data systems.

Journal of Big Data

The main functional elements of the metadata management layer include metadata management, quality management, and quality evaluation.

Journal of Big Data

The metadata management layer consists of quality rules, metadata, and data (data stores).

Journal of Big Data

MetadataCollectionEngine and MetadataSearchEngine components of the Front-end node (Fig. 5) encapsulated functionality of metadata management.

Journal of Big Data

In the prototype system metadata management enabled creation of and access to metadata related to tweets.

Journal of Big Data

Metadata management refers to creation of metadata, and providing access to it.

Journal of Big Data

Metadata management covers extraction of metadata from social media data, and providing access to it [11].

Journal of Big Data

Her interests include search methods, and metadata management and vocabulary building.

Crime Science

The increasing amount of data necessitates the use of data management systems with metadata management support.

Journal of Internet Services and Applications

Human-verified similar examples from authoritative sources

Similar Expressions

1 human-written examples

GEMMS [5] is a Metadata Management Framework (MMF) that extracts and manages metadata about the data stored in the constance data lake.

Journal of Big Data

Expert writing Tips

Best practice

Use "metadata management" to showcase the importance of organized and accessible data, especially when targeting audiences interested in data governance or information architecture.

Common error

Don't just implement "metadata management" for the sake of it; always link it to specific business goals like improved searchability, data quality, or compliance.

Linguistic Context

The phrase "metadata management" functions as a noun phrase, typically serving as the subject or object of a sentence. According to Ludwig, the phrase is correct and commonly used in various contexts. For example, "Effective metadata management is crucial for ensuring that our data is easily searchable and accessible."

Expression frequency: Very common

Frequent in

Science

75%

Formal & Business

15%

News & Media

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "metadata management" is a grammatically correct and frequently used noun phrase, particularly in scientific and formal contexts. Ludwig AI confirms its usability in various sentences. It refers to the processes of organizing, storing, and retrieving metadata, and is crucial for data discoverability and quality. Related concepts include "data governance" and "information lifecycle management". Effective implementation involves linking "metadata management" to specific business goals to avoid simply performing the action for its own sake.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data cataloging

Concerns the creation and maintenance of a data catalog.

data governance

Focuses on the overall framework for managing and controlling data assets.

information lifecycle management

Encompasses the entire process of managing information from creation to disposal.

data stewardship

Emphasizes the responsible handling and oversight of data.

data administration

Focuses on the operational aspects of data management.

information architecture

Deals with the structural design of information systems.

content organization

Focuses on structuring and categorizing digital content.

records management

Deals with the systematic control of an organization's records.

knowledge organization

Deals with structuring and managing knowledge assets.

digital asset management

Focuses on managing digital assets like images and videos.

FAQs

What is the purpose of "metadata management"?

The purpose of "metadata management" is to organize, describe, and control data, making it easier to find, use, and manage. It ensures data quality, consistency, and accessibility for various applications.

How does "data governance" relate to "metadata management"?

Data governance is the overall framework for managing data assets, while "metadata management" is a component of data governance that focuses on managing the descriptive information about the data.

What are some key components of a "metadata management" system?

Key components of a "metadata management" system include a metadata repository, metadata extraction tools, data dictionaries, and processes for metadata creation, maintenance, and access.

What are the benefits of effective "metadata management"?

Effective "metadata management" improves data discoverability, enables better data quality, supports data integration efforts, ensures compliance with regulations, and facilitates informed decision-making.