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Justyna Jupowicz-Kozak

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interaction patterns

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "interaction patterns" is correct and usable in written English.
It is typically used to describe regular or predictable behavior between two people, groups, or things. For example, "The interaction patterns between the two countries have remained largely unchanged."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

This gives rise t very peculiar interaction patterns consisting of attractively and repulsively interacting pairs.

(b) Schemes of two interaction patterns.

Third, interaction patterns of parents and children differ.

Contrary to this, CHBL is independent of user interaction patterns.

The hydrogen-bond interaction patterns further supported our results.

Science

Gene

Firstly, the group's interaction patterns were identified by adapting.

Each of the interaction patterns shape a different lifestyle and habits for its own native communities.

Second, different classes of people differ in the interaction patterns between parents and teachers.

This category comprehends interaction patterns allowing to retrieve information from a device, category, program or operation.

Figure 6 Interaction patterns of MADS-deleted AtAP3, AtPI, CsAP3 and CsPI.

With its cultural diversity, the people of Indonesia have a special interaction patterns.

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Expert writing Tips

Best practice

When describing "interaction patterns", be specific about the context. For example, clarify whether you're referring to social interactions, software interactions, or molecular interactions to avoid ambiguity.

Common error

Avoid assuming that observed "interaction patterns" are universal. Recognize that these patterns can vary significantly based on cultural, environmental, or situational factors. Always consider the limitations of your observations.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "interaction patterns" functions primarily as a noun phrase, often serving as the subject or object of a sentence. As Ludwig AI confirms, it is commonly used to describe regular or predictable behaviors. The phrase is used to identify recurring ways in which entities relate or act upon each other.

Expression frequency: Very common

Frequent in

Science

82%

News & Media

9%

Formal & Business

5%

Less common in

Academia

2%

Encyclopedias

1%

Wiki

1%

Ludwig's WRAP-UP

In summary, "interaction patterns" is a grammatically sound and frequently used noun phrase across various domains. As Ludwig AI confirms, the phrase effectively conveys recurring behaviors or relationships, particularly in scientific, technical, and analytical contexts. While examples demonstrate its usage across diverse fields, its strong presence in scientific literature underscores its role in formal and analytical discussions. When using "interaction patterns", ensure clarity by specifying the context and entities involved, and avoid overgeneralizing observed patterns. By understanding the nuances of "interaction patterns", writers can effectively communicate complex relationships and behaviors in their respective fields.

FAQs

How can I effectively describe "interaction patterns" in research?

Provide detailed context, specify the entities involved (people, software, molecules), and use quantitative data or qualitative observations to support your description. For clarity, differentiate between observed patterns and expected or theoretical patterns.

What are some alternative ways to refer to "interaction patterns"?

You can use alternatives like "relationship dynamics", "social exchanges", or "communication styles" depending on the specific context you're describing.

In what fields is the concept of "interaction patterns" commonly used?

The concept is prevalent in fields like sociology, psychology, computer science (especially human-computer interaction), biology (molecular interactions), and ecology (species interactions). Each field applies specific methodologies to study and interpret these patterns.

How do you analyze "interaction patterns" to improve a system or process?

By identifying bottlenecks, inefficiencies, or recurring issues in the "interaction patterns", you can design targeted interventions. This might involve streamlining communication, optimizing workflows, or re-engineering interfaces to enhance user experience or system performance.

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Most frequent sentences: