Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
limited human interaction
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "limited human interaction" is correct and usable in written English.
It can be used to describe situations or environments where there is a small amount of engagement or communication between people. Example: "In the age of technology, many people experience limited human interaction, leading to feelings of isolation."
✓ Grammatically correct
News & Media
Science
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
3 human-written examples
For now, the locations largely thrive on the novelty of providing limited human interaction.
News & Media
M2M communication is a pattern which identifies the evolving paradigm of interconnected devices communicating with each other without or with limited human interaction [3].
E-Net is a new distributed evolutionary learning system that evolves neural-network-based pattern recognition systems (PRSs) with limited human interaction.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
The risk, he said, comes not only from pornography, but also from social media and the addictive pull of the Internet, which can limit human interaction, reading and study.
News & Media
Our results support the fact that human interaction networks have shaped the genetic architecture of domestic animals while harsh environments such as deserts tend to limit human interactions and hence gene flow among domesticates.
Science
You are alone in there, and the constrained movement of the joystick reflects the limits of human interaction with the brave new digital world, which in the end can seem like little more than just hollow decoration.
News & Media
Since our model is applied to online social media, the number of layers can be expected to remain in the single digits due to cognitive limits in human interaction [21].
Science
Photogrammetric workflows are nowadays automated processes and the human interaction is limited.
Historically, most human interaction with the ocean world has been limited to shallow coastal areas, for fisheries, recreation, oil drilling, etc. Farther offshore, most human experience has been limited to ship travel across the two-dimensional sea surface, ignoring the dark realm deep beneath the waves.
News & Media
Yes, social media is obviously social in nature, but I see it as being "social lite," because it limits the richness of human interactions, or "social safe" because it keeps relationships at a comfortable distance.
News & Media
Machines will be self-replicating and able to operate as a hive mind without any human interaction, leading to a society where production is limited to the cost of raw materials.
News & Media
Expert writing Tips
Best practice
Use "limited human interaction" to describe scenarios where technology or automation reduces the need for face-to-face contact, such as self-checkout systems or remote work environments.
Common error
Avoid using "limited human interaction" when describing situations with regular, meaningful contact, even if it's not constant. Instead, use it when interaction is genuinely reduced or infrequent.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "limited human interaction" functions as a noun phrase, where "limited" acts as an adjective modifying the noun phrase "human interaction". It describes a state or condition characterized by a reduced amount of social contact. Ludwig AI confirms its correct usage in describing scenarios with reduced social engagement.
Frequent in
News & Media
30%
Science
40%
Formal & Business
10%
Less common in
Wiki
10%
Encyclopedias
5%
Social Media
5%
Ludwig's WRAP-UP
In summary, the phrase "limited human interaction" correctly describes scenarios with a reduced amount of contact and communication between individuals. As Ludwig AI points out, it is grammatically sound and usable in written English. It appears most frequently in scientific and news contexts, indicating its relevance in discussing both technological and societal trends. While it's important to use this phrase accurately, it is also crucial to be aware of its implications and potential impact on social well-being. Alternatives such as "minimal social contact" or "reduced interpersonal communication" can be used for variety and emphasis.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
minimal social contact
Focuses on the social aspect of human interaction, emphasizing its reduction.
less human engagement
Similar to the original phrase, but uses "engagement" instead of "interaction".
reduced interpersonal communication
Highlights the decrease in communication between people.
restricted social engagement
Emphasizes the limited involvement in social activities.
infrequent human contact
Focuses on the lack of regular physical or direct interaction.
decreased personal engagement
Highlights a reduction in direct involvement with others on a personal level.
lower levels of socialization
Addresses the reduced frequency of social interactions.
sparse social exchange
Highlights the infrequency and reduced nature of social exchanges.
occasional social contact
Indicates that social contact happens only sometimes.
remote human connection
Emphasizes the distance or indirectness of human interaction.
FAQs
How can I rephrase "limited human interaction" in a sentence?
You can replace "limited human interaction" with phrases like "minimal social contact", "reduced interpersonal communication", or "restricted social engagement" depending on the specific context.
What does "limited human interaction" imply?
"Limited human interaction" suggests a reduction in the frequency or depth of communication and engagement between individuals. This can result from factors like technology, remote work, or social distancing measures.
Is "limited human interaction" always a negative thing?
Not necessarily. While excessive "minimal social contact" can lead to feelings of isolation, "limited human interaction" can also be beneficial in certain contexts, such as enabling focused work or reducing exposure to health risks.
How does technology contribute to "limited human interaction"?
Technology can contribute to "limited human interaction" by providing alternatives to face-to-face communication, such as email, social media, and remote collaboration tools. While these technologies can be convenient, they can also reduce the need for direct, personal engagement.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested