levels of granularity

USAGE SUMMARY

"levels of granularity" is a correct and usable phrase in written English.
It is typically used in computer science and business to denote the level of detail that is being examined. For example, "We studied the data with five levels of granularity."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We use two levels of granularity for composition.

Future Generation Computer Systems

"With each year we are able to compare performance on greenhouse gas information with new levels of granularity," he said.

The New York Times

The levels of granularity of components axis allows to describe the KBS components according to different levels of granularity for clarity and reuse purposes.

Expert Systems with Applications

Two different levels of granularity are possible for session guarantees since Coda maintains version vectors for both files and volumes.

Cornell University

People's preferences are expressed at varying levels of granularity and detail as a result of partial or imperfect knowledge.

Stanford University

This allows us to build a flexible framework that accommodates various levels of granularity and scales of reasoning.

Artificial Intelligence

The relationships of hierarchical decision tables are then discussed under different levels of granularity.

Knowledge-Based Systems

Thereby, we find that levels of granularity play a major role for applying these techniques in our more expressive framework.

Artificial Intelligence

This paper addresses the issue of finding appropriate levels of granularity and proposes a set of recommendations for determining appropriate levels of granularity for reusable models created during domain engineering.

IFAC Proceedings Volumes

As a result, energy minimization approaches targeting mobile computing need to consider the platform at various levels of granularity.

Microprocessors and Microsystems

Consequently, thermal analysis needs to be done at multiple levels of granularity using a versatile thermal floorplan.

Integration, the VLSI Journal

Expert writing Tips

Best practice

When discussing data analysis or system design, specify the "levels of granularity" to clarify the degree of detail considered. This ensures clarity and avoids ambiguity in technical discussions.

Common error

Avoid mixing different "levels of granularity" within the same analysis or report without clearly indicating the shift. This can lead to confusion and inaccurate conclusions.

Linguistic Context

The phrase "levels of granularity" functions as a noun phrase, typically acting as an object or complement within a sentence. It signifies the degree of detail considered in an analysis or system. Ludwig examples show it in diverse contexts from science to business.

Expression frequency: Very common

Frequent in

Science

71%

News & Media

15%

Academia

10%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "levels of granularity" is a grammatically sound and frequently used noun phrase, particularly in scientific, academic, and technical contexts. As confirmed by Ludwig, it serves to specify the degree of detail in an analysis or system, promoting clarity and precision. While alternatives like "degrees of detail" or "scales of resolution" exist, "levels of granularity" remains a preferred choice for its directness and widespread acceptance. When using the phrase, ensure consistency in the level of detail and avoid mixing different granularities without clear indication. As Ludwig examples clearly show, the usage of the phrase is both common and relevant in technical and professional domains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degrees of detail

Replaces "granularity" with the more general term "detail", focusing on the amount of information presented.

depths of analysis

Substitutes "levels" and "granularity" to highlight the extent of the analytical process.

scales of resolution

Replaces "granularity" with "resolution", emphasizing the clarity and precision of the information.

grades of specificity

Focuses on how particular or detailed the information is, rather than the overall level.

extents of scope

Changes the focus to the range or breadth of the subject matter being considered.

dimensions of detail

Uses "dimensions" to convey the multifaceted nature of detailed examination.

layers of abstraction

Highlights the process of simplifying complex information by reducing detail.

tiers of refinement

Emphasizes the process of making something more precise or sophisticated through different stages.

stages of development

Relates to the level of progress or advancement in a particular process or system.

categories of classification

Focuses on the different types or groups used to organize information based on their level of detail.

FAQs

How can I effectively use "levels of granularity" in a sentence?

Use "levels of granularity" to specify the degree of detail being examined, such as in data analysis or system design. For example, "The data was analyzed at three "levels of granularity": daily, weekly, and monthly."

What are some alternatives to using "levels of granularity"?

Depending on the context, you could use alternatives such as "degrees of detail", "depths of analysis", or "scales of resolution".

In what contexts is "levels of granularity" most appropriate?

"Levels of granularity" is particularly suitable in technical, academic, and business contexts where precise specification of detail is important, such as in discussing data analysis, system design, or project management.

What does it mean to analyze something at different "levels of granularity"?

Analyzing something at different "levels of granularity" means examining it with varying degrees of detail, from a broad overview to a very specific examination of individual components or data points. This can provide a more comprehensive understanding.