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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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based on interaction

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "based on interaction" is correct and usable in written English.
It can be used when describing something that is determined or influenced by the nature of interactions, such as in social contexts, technology, or research. Example: "The results of the study were based on interaction between the participants and the facilitators."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Since methamphetamine has one chiral center, it can exist as two different mirror forms called enantiomers (R- and S-based on an assigned priority of substituent and d- and l- or + and - based on interaction with plane polarised light).

News & Media

Vice

"He must be able to change this policy based on his slogan of 'change.' " Mr. Ghashghavi said that the carrot-and-stick approach was "a failed policy" and that Iran expected Mr. Obama to change the "confrontational policy to one based on interaction".

News & Media

The New York Times

We thus begin by exploring the correlations between layers in a multilayer network having three types of links, one based on interaction frequency, another based on collocation frequency, while the third is based on cognitive salience.

While the resulting networks and modules are smaller and less comprehensive compared to our interactions data, the conservation trends for the GO-based modules are similar to the modules based on interaction data (Additional File 9).

In other words, the interacting domain patterns were extracted purely based on interaction pairs from S. cerevisiae, C. elegans, and H. sapiens.

Science

Plosone

We define an alternative measure for the tendency to interact with proteins of a similar age, ΔDnew, based on interaction densities normalized by the age groups' connectivity (see Materials and Methods for more detail).

Six different categories are defined based on interaction complexity during the operations.

The simulation is based on interaction computational methods, within LS-DYNA nonlinear finite-element code.

Mitter, B. et al. Comparative genome analysis of Burkholderia phytofirmans PsJN reveals a wide spectrum of endophytic lifestyles based on interaction strategies with host plants.

Science & Research

Nature

A complex damage mechanism based on interaction between matrix cracking and delamination was identified.

Workers were classified based on interaction and autonomy; workers with 'high interaction and high autonomy' and 'low interaction and high autonomy' were evaluated in this study.

Science

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Expert writing Tips

Best practice

When using "based on interaction", ensure that the type of interaction is clear from the context. Specify what is interacting with what to avoid ambiguity.

Common error

Avoid using "based on interaction" without specifying the interacting elements. For example, instead of saying "the decision was based on interaction", clarify it to "the decision was based on interaction between the team members".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

80%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "based on interaction" functions as a prepositional phrase, often modifying a noun or verb to indicate the foundation, origin, or influencing factor of something. As Ludwig AI confirms, it is used to describe how something is determined or influenced by the interplay of elements.

Expression frequency: Very common

Frequent in

Science

69%

News & Media

17%

Formal & Business

3%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on interaction" is a versatile prepositional phrase used to denote causality and dependence, particularly in scientific, news, and formal business contexts. As Ludwig AI confirms, the phrase is grammatically sound and widely applicable. Remember to be specific about the elements interacting to enhance clarity. Alternative phrases like "derived from interaction" or "influenced by interaction" can provide nuanced variations, but the key is to ensure the context clearly defines the interaction being referenced.

FAQs

What does "based on interaction" mean?

The phrase "based on interaction" signifies that something is determined, influenced, or derived from the interplay and mutual influence between two or more entities. It implies a relationship where actions and reactions shape the outcome.

How can I use "based on interaction" in a sentence?

You can use "based on interaction" to describe various phenomena. For instance, "The success of the project was "based on interaction" between different departments", or "The algorithm's decision-making is "based on interaction" with real-time data".

What are some alternatives to "based on interaction"?

Some alternatives include "derived from interaction", "influenced by interaction", or "dependent on interaction", depending on the specific nuance you want to convey.

Is "based on interaction" formal or informal?

"Based on interaction" is suitable for both formal and informal contexts. Its appropriateness depends more on the surrounding vocabulary and the specific domain (e.g., scientific, business) than on the phrase itself.

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Most frequent sentences: