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
massive interaction
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "massive interaction" is correct and usable in written English.
It can be used to describe a significant or large-scale engagement or communication between entities, such as people, systems, or organizations. Example: "The conference facilitated massive interaction among industry leaders, fostering collaboration and innovation."
✓ Grammatically correct
Science
News & Media
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
Compared with yttria, the TiAlO face coat had relatively lower chemical inertness against molten alloys, forming a thick hardened layer at the metal/shell interface with massive interaction products along grain boundaries.
Science
This is not far from the truth and I am deeply touched by the fact that for days, thanks to all the impressions created on social media and to massive interaction, we were able to put our differences aside and stand together as Puerto Ricans.
News & Media
Functional genomics may offer a solution to these problems by using biological systems which allow the massive interaction between an autoimmune patient's cloned antibody repertoire and individual antigens.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
The latter is challenged by the presence of complex hardware/software with massive interactions among components with non-obvious impact on timing, ultimately decreasing the confidence on MBTA's derived WCET estimates.
For the massive interactions between two monomers, we assume that the dimeric form of yPDE1 is a biologic unit for its function.
Science
The back-end of the platform is a non-relational database (CouchDB) which was optimized for massive web interactions.
News & Media
The in-plane superstructure base response spectrum is larger than that at the footing base at a spectral frequency less than 2.0 Hz because of amplification induced by flexible superstructure and massive rigid substructure interaction, while at high frequency above 2.0 Hz, the response spectra are slightly attenuated due to inertial interaction.
to avoid the massive flux and interactions among interparticles and electro-hydrodynamic forces, as well as the interference of collateral electrode phenomena.
Science
In this analysis we have generally focused on the gain of activity in the tumor network rather than on the lost interactions, given the massive loss of tumor network interactions that difficult to detect enriched functions.
Science
Availability: Our software is available freely for non-commercial purposes from: http://www.cais.ntu.edu.sg/∼assourav/Facets/ The massive amount of biological interaction datasets presents the opportunity to study higher order organization and modularity of interaction networks.
Science
As minimal amounts of Nef were sufficient to trigger massive accumulation and the interaction surface of the Lck containing NAKC complex was dispensable for this activity, a direct interaction between Nef and Lck is likely not required for this effect.
Science
Expert writing Tips
Best practice
To emphasize a specific kind of interaction, adjust with words like 'digital', 'social', 'gravitational', 'chemical' etc to make the phrase more descriptive and impactful.
Common error
Avoid using "massive interaction" as a generic descriptor. Specify the type of interaction (e.g., "massive social interaction") and its purpose to make your writing more precise and informative.
Source & Trust
85%
Authority and reliability
4.2/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "massive interaction" primarily functions as a noun phrase, describing a significant or large-scale exchange or engagement. As Ludwig AI suggests, it is considered correct and usable in written English.
Frequent in
Science
60%
News & Media
30%
Formal & Business
10%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "massive interaction" denotes a large-scale or significant engagement between entities. According to Ludwig AI, it is grammatically correct and usable in English, although its frequency is relatively rare. This phrase is most commonly found in scientific and news-related contexts. For more precision, consider specifying the type of interaction (e.g., social, digital). Alternatives include "extensive engagement" and "large-scale communication", each offering a slightly different nuance. Avoid overuse without qualification to maintain clarity and impact. By following these guidelines, you can effectively incorporate "massive interaction" into your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
extensive engagement
Replaces "interaction" with "engagement" to emphasize active involvement and participation.
significant engagement
Highlights the importance and impact of the interaction, using "significant" to denote its scale.
large-scale communication
Substitutes "interaction" with "communication" to highlight the exchange of information on a broad scale.
intense engagement
Focuses on the degree of intensity within the interaction.
widespread collaboration
Emphasizes collaborative aspects of the interaction, suggesting a broad cooperative effort.
immense reciprocity
Highlights the reciprocal nature of the interaction, using "immense" to convey its scale.
substantial interplay
Replaces "interaction" with "interplay" to suggest reciprocal action and influence.
broad interconnectedness
Emphasizes the widespread connections and relationships resulting from the interaction.
profound reciprocality
Refers to the deep, mutual exchange between entities.
comprehensive integration
Focuses on complete and thorough blending or merging.
FAQs
What does "massive interaction" mean?
The term "massive interaction" describes large-scale or significant engagement between two or more entities, whether they are people, systems, or other elements.
How can I use "massive interaction" in a sentence?
You might say, "The online platform facilitated a "massive interaction" between users from different countries" or "The study revealed a "massive interaction" between the drug and the body's immune system".
What are some alternatives to "massive interaction"?
You can use alternatives such as "extensive engagement", "large-scale communication", or "widespread collaboration" depending on the context.
In what contexts is the phrase "massive interaction" most appropriate?
The phrase is appropriate in contexts where you want to emphasize the large scale or significant impact of an interaction, especially in scientific, technological, or social contexts.
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
85%
Authority and reliability
4.2/5
Expert rating
Real-world application tested