least interaction

USAGE SUMMARY

The phrase "least interaction" is correct and usable in written English.
It can be used to describe a situation or method that requires minimal engagement or involvement from individuals. Example: "The new software is designed for least interaction, allowing users to complete tasks with minimal input."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

The biomaterials are designed in a way to prevent biological rejection, least interaction with the biology of host, adequate mechanical strength, and ability to undergo biodegradation over a period of time.

Fundamental Biomaterials: Ceramics

"However," he said, "it is astonishing to see that accounts with the largest number of followers have the least interaction with other Twitter users".

BBC

Tables S5 and S6 allow us to easily identify drugs with the greatest or least interaction with an individual receptor or any group of related receptors.

Plosone

Our results predict that Fba, GAPN, and PRK have least interaction with other proteins in C3 metabolic pathway.

BioMed Research International

Instead, we wanted to determine the impact of the intervention with the least interaction with subjects as possible.

Diabetes Care

Intriguingly, Chen and Gerion [ 66] developed silanized QDs (QDs coated with silica) embodying attributes of lack of genotoxicity issues owing to their least interaction with proteins and DNA.

BioMed Research International

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Virtually all research projects of the CSG program entailed collaborations or at least interactions with genomics research centres at various stages of the research trajectory (Zwart [2013]).

Life Sciences, Society and Policy

Overall, C3 has the least interactions with the other subunits [21] [23] and appears to be the most functionally divergent of the three subunits from homotrimeric PCNA.

Plosone

On average in documents that contained at least one interaction, PLOS Biology had 4.2 interactions per document.

Bioinformatics

Any two genes were connected by an edge, whenever at least an interaction evidence of any of the abovementioned interaction categories was found.

Aging

The PPI network had no interactions for 1,144 proteins that had at least one interaction in the co-conservation network (the All network).

BMC Genomics

Expert writing Tips

Best practice

When aiming for efficiency or automation, use "least interaction" to emphasize the goal of minimizing user input or direct involvement.

Common error

Avoid using "least interaction" when the situation calls for active participation or collaboration. It's unsuitable where fostering relationships or gathering detailed feedback is the objective.

Linguistic Context

The phrase "least interaction" functions as a noun phrase, often serving as an object or complement in a sentence. It describes a condition or design that minimizes the level of contact, communication, or engagement required. As Ludwig suggests, it's grammatically sound.

Expression frequency: Uncommon

Frequent in

Science

63%

News & Media

25%

Wiki

12%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "least interaction" is a grammatically correct noun phrase used to describe scenarios where the objective is to minimize engagement or involvement. Ludwig AI confirms its validity and provides examples primarily from scientific and news contexts. When employing the phrase, consider the context and ensure it aligns with the desired level of engagement, opting for alternatives like "minimal interaction" or "reduced engagement" when appropriate. While efficient, systems designed for "least interaction" should still account for the need for occasional feedback or personalized adjustments.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

minimal interaction

Emphasizes the small amount of interaction involved, making it a direct synonym.

reduced interaction

Focuses on the act of decreasing the amount of interaction.

limited engagement

Highlights restricted participation or involvement.

low level of engagement

Describes the intensity of participation, indicating it is not high.

restricted contact

Emphasizes the controlled or limited nature of the communication or physical proximity.

passive involvement

Suggests a lack of active participation.

superficial engagement

Suggests a lack of deep or meaningful interaction.

peripheral involvement

Implies an indirect or marginal role in the interaction.

detached interaction

Highlights the lack of emotional or personal connection during the interaction.

hands-off approach

Describes a method with minimal direct intervention or control.

FAQs

How can I use "least interaction" in a sentence?

You can use "least interaction" to describe scenarios where minimizing engagement is desired, such as "The software was designed for "minimal interaction" to streamline the process".

What are some alternatives to "least interaction"?

Alternatives include "minimal contact", "reduced engagement", or "limited involvement" depending on the context.

When is it appropriate to aim for "least interaction"?

It is appropriate when efficiency, automation, or privacy are paramount, and the goal is to achieve results with "minimal engagement" from users or external factors.

What are the implications of designing a system for "least interaction"?

Designing for "least interaction" can improve efficiency but may also reduce opportunities for personalized experiences or detailed feedback. Consider the trade-offs between efficiency and engagement.