as contextual information

USAGE SUMMARY

The phrase "as contextual information" is correct and usable in written English.
It can be used when referring to additional details or background that help clarify a situation or topic. Example: "The report includes several case studies as contextual information to support the findings."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

25 human-written examples

This information can then be used as contextual information for advanced target-recognition algorithms.

Massachusetts Institute of Technology

We demonstrate that the proposed modality dropout strategy with multi-modality images as contextual information improved the segmentation accuracy significantly.

Medical Image Analysis

First, empirical performance data is collected as well as contextual information regarding the managerial actions behind the learning curve.

Computers & Industrial Engineering

Using the profiles as contextual information, DEA input-oriented slack-based models are applied to study branch efficiency performance from meta-frontier and cluster-frontier perspectives.

Expert Systems with Applications

We use a biologically inspired two-part convolutional neural network ('GistNet') that models the fovea and periphery to provide a proof-of-principle demonstration that computational object recognition can significantly benefit from the gist of the scene as contextual information.

Massachusetts Institute of Technology

The semantic/experience-based representations set contains terms linked to general knowledge about beers and experience-based knowledge such as contextual information collected from personal experience with the product.

Food Quality and Preference

Human-verified similar examples from authoritative sources

Similar Expressions

35 human-written examples

One potential reason for this dissociation was that these older adults recollected as much contextual information as did the young but this information was not necessarily relevant to the source memory judgment (i.e., "noncriterial recollection").

Cerebral Cortex

We need to bring as much contextual information on to real estate sites so that every type of home buyer can evaluate a property from one place with their unique preferences in mind - whether that's golf, lakes, hunting, or thousands of other signals.

Huffington Post

Thus the queries can make use of all words (including stop words) in an article as well as other contextual information like term order and proximity.

Data Science and Engineering

Such an approach places the end user in the scene, providing tools to observe the scene in an intuitive way, capturing geometric as well as spatiotemporal contextual information.

EURASIP Journal on Image and Video Processing

Specifically, Viadeo support is being rolled out first for Kwaga Context so that a sender's Viadeo profile (if available) will be displayed, as well as other contextual information, at the bottom of each email inside of Gmail.

TechCrunch

Expert writing Tips

Best practice

Use "as contextual information" to provide necessary background or related details that clarify the main subject. Ensure the information directly supports the topic at hand.

Common error

Avoid including excessive or unrelated information under the guise of "as contextual information". Keep the additional details concise and directly pertinent to the primary topic.

Linguistic Context

The phrase "as contextual information" functions primarily as a prepositional phrase that modifies a noun or clause. It serves to introduce or indicate that the subsequent information is meant to provide background or relevant details. Ludwig AI confirms its correct usage.

Expression frequency: Uncommon

Frequent in

Science

70%

Academia

20%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "as contextual information" serves as a prepositional phrase used to introduce or specify supplementary details relevant to the main topic. Ludwig AI indicates it's grammatically correct and usable in written English. This phrase is commonly found in scientific and academic contexts, providing background or supporting details to enhance understanding. It is best used when the additional details are directly pertinent and concise, avoiding irrelevant information. Related alternatives include "as background details" or "for additional context". Overall, "as contextual information" is a valuable tool for providing clarity and depth in various forms of writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

as background details

Replaces 'contextual information' with a more straightforward term.

as supporting data

Focuses on the role of the information in providing evidence.

for additional context

Highlights the purpose of providing the information.

to provide perspective

Emphasizes the role of the information in offering a broader view.

as supplementary details

Suggests that the information is not essential but helpful.

to give a fuller picture

Indicates the information helps to complete an understanding.

as explanatory material

Highlights the information's role in clarifying something.

as relevant circumstances

Focuses on the situational aspect of the information.

to enrich understanding

Emphasizes the benefit of the information in making something more understandable.

for informational purposes

A more general way of stating that the information is being provided.

FAQs

How can I use "as contextual information" in a sentence?

Use "as contextual information" to introduce background details that are necessary for understanding the main topic. For example: "The report includes several case studies "as contextual information" to support the findings."

What's a simple alternative to "as contextual information"?

You can use phrases like "as background details" or "as supporting data" for simpler alternatives that still convey the same meaning.

When is it appropriate to use "as contextual information" in writing?

It's appropriate when you need to provide supplementary details that help readers better understand the main point. Use it when these details add value and clarity, rather than just being tangential.

What is the difference between "as contextual information" and "for informational purposes"?

"As contextual information" implies that the details are relevant to the specific context being discussed, whereas "for informational purposes" is a more general statement that the information is being provided without necessarily being directly relevant to a specific context.