multiple attributes involved

USAGE SUMMARY

The phrase "multiple attributes involved" is correct and usable in written English.
It can be used when discussing a situation or context where several characteristics or factors are at play. Example: "In this analysis, we need to consider the multiple attributes involved in consumer behavior to understand their purchasing decisions."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Although their study was able to extract the inherent characteristics of multiple attributes involved in making air traffic decisions during a specific scenario of congestion, it failed to generalize the case of congestion.

Journal of Modern Transportation

However, there is limited research that extracts the inherent relations among multiple attributes involved in the decision-making problem in the air transportation system as well as reflects on a generalized case of air traffic congestion which captures the possibility of both airport and airspace congestion.

Journal of Modern Transportation

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Selection of welding process is an unstructured decision problem involving multiple attributes (factors).

Materials & Design

An approach based on fuzzy clustering and aggregation operators is proposed to design cell formation involving multiple criteria or multiple attributes.

Computers & Mathematics with Applications

A node can have multiple attributes, and each attribute can be set to a value.

Stanford University

This option may be specified multiple times to specify multiple attributes.

Massachusetts Institute of Technology

A self-developed WRMA (Weighted Rating of Multiple Attributes) method is used to rate attributes.

Computer Communications

Multi criteria decisions and multiple attributes are considered.

Journal of Cloud Computing

Each data element can be described through multiple attributes.

Journal of Cheminformatics

A component can have multiple attributes.

BMC Medical Informatics and Decision Making

Some of them have internal structure and represent multiple attributes.

BMC Medical Informatics and Decision Making

Expert writing Tips

Best practice

When discussing complex decision-making processes or systems, use "multiple attributes involved" to clearly indicate that numerous factors are influencing the outcome. For example: "The selection process considered the multiple attributes involved in evaluating candidate suitability."

Common error

Avoid using "multiple attributes involved" in contexts where simpler language would suffice. In casual conversation or less formal writing, consider alternatives like "various factors" or "several aspects" to maintain clarity and accessibility for a broader audience.

Linguistic Context

The phrase "multiple attributes involved" functions as a descriptive element, typically modifying a noun or noun phrase. It highlights the presence of several characteristics or qualities contributing to a particular situation or decision. Ludwig AI validates its proper usage in describing factors influencing outcomes.

Expression frequency: Rare

Frequent in

Science

60%

Academia

20%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "multiple attributes involved" is a grammatically correct expression used to describe situations influenced by several characteristics or factors. Though Ludwig AI confirms its usability, the phrase is relatively rare, appearing most frequently in scientific and academic contexts. When writing, consider the level of formality required and whether simpler alternatives like "various factors" might be more appropriate. This phrase signals complexity and is best suited for detailed analytical discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

several characteristics involved

Substitutes "multiple" with "several" and maintains the core meaning.

various factors at play

Replaces "attributes" with "factors" and uses the idiom "at play" to convey involvement.

numerous elements participating

Replaces "attributes" with "elements" and "involved" with "participating".

multiple facets participating

Replaces "attributes" with "facets" to emphasize different sides or aspects.

many aspects implicated

Uses "aspects" instead of "attributes" and "implicated" to suggest involvement.

various components implicated

Substitutes "attributes" with "components" and "involved" with "implicated".

diverse features contributing

Emphasizes the variety of attributes with "diverse" and replaces "involved" with "contributing".

several dimensions playing a role

Uses "dimensions" to signify attributes and "playing a role" to denote involvement.

numerous traits considered

Replaces "attributes" with "traits" and "involved" with "considered".

many properties taken into account

Substitutes "attributes" with "properties" and "involved" with "taken into account".

FAQs

How can I use "multiple attributes involved" in a sentence?

You can use "multiple attributes involved" to describe a situation where several factors or characteristics are playing a role. For example: "The study analyzed the "multiple attributes involved" in predicting customer behavior."

What are some alternatives to "multiple attributes involved"?

Some alternatives include "various factors at play", "several characteristics involved", or "numerous elements participating". The best choice depends on the specific context and the desired level of formality.

Is "multiple attributes involved" formal or informal?

"Multiple attributes involved" is generally considered a neutral to formal phrase. It's appropriate for academic, scientific, or professional writing, but may sound overly technical in casual conversation. Consider alternatives like "various factors" in informal settings.

When is it best to use "multiple attributes involved"?

It's best to use "multiple attributes involved" when you want to emphasize the complexity of a situation and the numerous factors that are influencing it. This is particularly useful in analytical or explanatory writing where precision is important.