rich input

USAGE SUMMARY

The term "rich input" can be used in written English to refer to a sentence that contains a wide variety of complex and specific information, allowing for a deeper understanding of the topic being discussed.
"The professor encouraged students to provide rich input in their essays, including specific examples and critical analysis of the primary sources."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Additionally, a word and its context are explored to disambiguate the meaning of the word for rich input representation.

Neurocomputing

Participants were able to successfully play through the game, and we garnered a lot of rich input about what residents of JP expect out of community owned internet infrastructure.

Massachusetts Institute of Technology

This however will still have a cost and require such computational skills to process the rich input which very few can afford and which, despite constant progress in the area, is far from being accessible to the masses.

Human-centric Computing and Information Sciences

Rather, visual, auditory, kinesthetic, olfactory, and somatosensory experience provide a rich input spectrum to the cognitive system, from which features, relationships, and states are schematically abstracted — a process that is also subject to error — that can generalize beyond the immediate situation in which they were produced (Barsalou, 1999).

Cognitive Research: Principles and Implications

On one side are formal trace validation tools, mostly experimental or academic, offering a rich input language but for which no parallel processing algorithms are available; on the other side lie distributed log analysis products whose input language and validation capabilities are relatively limited.

Journal of Cloud Computing

In a broad sense, embodiment is characterized by a shared assumption that the body, its particular form, and its sensory capacities supply a cognitive system with a rich input stream that shapes knowledge representation and later cognitive processing of those representations.

Cognitive Research: Principles and Implications

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Tests include solid three-dimensional components (rich inputs) and line-diagram two-dimensional components (impoverished inputs).

Journal of Business Research

The new muscle-sensing project is "going after healthy consumers who want richer input modalities," says Desney Tan, a researcher at Microsoft.

MIT Technology Review

The idea is that a detail-rich input such as a high resolution spectrogram is sparse enough to deal with complex scenarios with overlapping sounds.

EURASIP Journal on Audio, Speech, and Music Processing

On the other hand, the more complex sentence structures considered in [12] require a richer input representation.

Journal of the Brazilian Computer Society

It gives the brain richer inputs.

Stanford University

Expert writing Tips

Best practice

When using "rich input", specify the domain or aspect where the input is rich (e.g., "rich sensory input", "rich data input"). This adds clarity and context to your writing.

Common error

Avoid using "rich input" as a generic descriptor. Always clarify what makes the input "rich" to avoid ambiguity and ensure the reader understands the specific value or characteristic you are highlighting.

Linguistic Context

The phrase "rich input" typically functions as a noun phrase where the adjective "rich" modifies the noun "input", emphasizing the quality and comprehensiveness of the input. Ludwig AI shows that this phrase is used across various domains to indicate detailed and valuable data.

Expression frequency: Uncommon

Frequent in

Science

50%

Academia

25%

News & Media

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "rich input" denotes data or information that is comprehensive, detailed, and valuable, enhancing understanding and processing in various contexts. Ludwig AI analysis reveals that it's most commonly used in science and academic fields, with a neutral to formal tone. When using the phrase, it's important to clarify what makes the input "rich" to prevent vagueness. Alternatives include "valuable input" or "comprehensive input", offering nuanced ways to describe the input's quality. Therefore, while not exceedingly common, "rich input" is a useful phrase when precision and emphasis on the quality of information are required.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

invaluable input

Emphasizes that the input is so valuable that is priceless

valuable input

Emphasizes the importance and usefulness of the input.

informative input

Highlights the educational or insightful aspect of the input.

comprehensive input

Focuses on the thoroughness and completeness of the input.

detailed input

Stresses the level of detail and specificity provided in the input.

extensive input

Indicates the input covers a wide range or scope.

abundant input

Indicates a large quantity or a great supply of input.

plentiful input

Similar to abundant, but may suggest a more natural or organic source.

fruitful input

Highlights the productive and beneficial nature of the input.

productive input

Focuses on how the input contributes to achieving a goal or result.

FAQs

What does "rich input" mean?

"Rich input" refers to detailed, comprehensive, and valuable information or data that contributes significantly to understanding or processing a particular subject or system.

How can I use "rich input" in a sentence?

You can use "rich input" to describe the quality of data or contributions, such as, "The neural network benefits from "rich sensory input"" or "The discussion was enhanced by the participants' "valuable input"".

What are some alternatives to "rich input"?

Alternatives to "rich input" include "informative input", "comprehensive input", or "valuable input", depending on the specific context and the aspect you want to emphasize.

In what context is the term "rich input" commonly used?

The term "rich input" is frequently used in scientific, academic, and technical contexts to describe data or information that is abundant in detail and contributes significantly to a process or analysis.