based on the interactions

USAGE SUMMARY

The phrase "based on the interactions" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or analyses that are derived from previous exchanges or communications. Example: "The report was developed based on the interactions we had during the last meeting."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

He intends to create dynamic games, ones that offer fresh and evolving experiences based on the interactions between players and the game.

Forbes

Based on the interactions among the cellulosomal components of this study, one can appreciate the complexity of such complexes by examining the interconnectivities possible for ScaC.

Biotechnology for Biofuels

Network-based prioritization aims to aid this effort by inferring functional associations between genes based on the interactions among their products, i.e., proteins.

BioData Mining

The algorithms will start to learn preferences based on the interactions in the neural networks.

Harvard Business Review

Earth has certain clouds that forego condensation altogether, forming instead through a kind of "solid-state" chemistry based on the interactions of ice particles.

The Washington Post

Online ergonomic evaluation is conducted based on the interactions between a digital human mimicking the user and the design model.

Computers in Industry

The nonwetting tendency of the films is explained based on the interactions of the dipole moments of polar water molecules and BN nanosheets.

Acta Materialia

The AFB1 detection was based on the interactions of FAM (carboxyfluorescein -labeled aptamer with TAMRA-labeled DNA carboxyfluorescein -labeled presence aptamerence of target analyte.

Analytical Biochemistry

Finally, 29 compounds were selected as a potent candidate leads based on the interactions with the active site residues of SIRT2.

Journal of Molecular Structure

Based on the interactions between the mechanical subsystem and the control subsystem, the forced vibrations induced by motion command input and cutting forces are investigated, respectively.

Mechanism and Machine Theory

These predicted sites can be used for modifications and few of these are discussed in this work based on the interactions with the binding site residues.

Computational Biology and Chemistry

Expert writing Tips

Best practice

When using "based on the interactions", ensure the relationship between the interactions and the derived conclusion or action is clear and logical. Providing specific details about the nature of these interactions strengthens your argument.

Common error

Avoid using "based on the interactions" without specifying which interactions you are referring to. Vague references weaken your statement. Be precise about the individuals, groups, or elements involved in the interactions.

Linguistic Context

The phrase "based on the interactions" functions as a prepositional phrase, typically modifying a verb or noun to indicate the foundation or origin of an action, decision, or outcome. As confirmed by Ludwig AI, this phrase is commonly used to express that something is derived or influenced by the exchanges or relationships between different entities, as show the exemples provided.

Expression frequency: Very common

Frequent in

Science

74%

News & Media

12%

Formal & Business

14%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "based on the interactions" is a grammatically sound and frequently used prepositional phrase that serves to explain the foundation or origin of an action, decision, or outcome. According to Ludwig AI, it appears most often in scientific and technical contexts but is also present in news and business writing. To enhance clarity, writers should avoid vagueness and specify precisely which interactions are being referenced. Alternatives such as "deriving from the interactions" or "stemming from the interactions" can add nuance, as they share a common theme of derivation or influence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

deriving from the interactions

Emphasizes the origin or source as the interactions themselves.

stemming from the interactions

Highlights the cause-and-effect relationship, suggesting interactions as the root cause.

resulting from the interactions

Focuses on the outcome or consequence of the interactions.

informed by the interactions

Suggests that the interactions provided knowledge or understanding.

guided by the interactions

Implies that the interactions served as a direction or influence.

predicated on the interactions

Indicates that the interactions are the foundation or basis.

contingent on the interactions

Highlights the dependence on the interactions for something to occur.

dependent on the interactions

Stresses the reliance on interactions as a crucial factor.

drawing on the interactions

Implies using information or insights gained from the interactions.

grounded in the interactions

Highlights that the foundation or origin is traced back to the interactions.

FAQs

How can I use "based on the interactions" in a sentence?

You can use "based on the interactions" to indicate that a decision, conclusion, or outcome is derived from the exchanges or relationships between entities. For example, "The algorithm learns user preferences "based on the interactions" within the neural networks".

What are some alternatives to "based on the interactions"?

Alternatives include phrases like "deriving from the interactions", "stemming from the interactions", or "resulting from the interactions", depending on the specific nuance you want to convey.

Is there a difference between "based on the interactions" and "due to the interactions"?

"Based on the interactions" typically suggests that interactions provide the foundation for a conclusion or decision. "Due to the interactions" implies a causal relationship, where the interactions directly cause a particular outcome.

What's the best way to phrase something that's 'built on interactions'?

You could say it's "predicated on the interactions", "contingent on the interactions", or "dependent on the interactions". Each of these options emphasizes a particular aspect of the reliance on interactions.