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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
interaction instance
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "interaction instance" is correct and usable in written English.
It can be used in contexts related to user experience, software development, or any scenario where specific occurrences of interactions are being discussed. Example: "Each interaction instance in the application is logged for analysis to improve user engagement."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
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
1 human-written examples
Contextual snapshots remove this limitation by providing means for keeping the context for each individual interaction instance.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Fig. 7 Overview of the transitions in the example dataset Fig. 8 Interaction instances of iSAT for exploring details-on-demand.
The learners' relationships, engagement and interaction instances within CoPs are tracked using a social learning analytics framework to evaluate the development of domain-related skills under the guidance of an experienced mentor or an active member with superior career dispositions.
Science
They allow the system to manage multiple interaction instances simultaneously, while each instance can be meaningful in a different context.
Science
Specifically, we assign a positive prediction score on pairs with high interface residue similarity with respect to the observed interaction instances in the existing protein structural data.
Science
The performance is measured by the area under the receiver operating characteristic curve (AUC), which is equal to the probability that a method will rank a randomly chosen direct physical interaction (positive instance) higher than a randomly chosen indirect co-complex association (negative instance) [ 41].
Science
People use information to understand social interaction (for instance, how sales conversations work with various customer segments) and to understand relationships (for instance, how customer segments respond to particular forms of product layouts).
News & Media
Feedback could be caused by either positive or negative protein interactions: for instance, a possible positive interaction would be clustering of asymmetric complexes of the same polarity (Strutt et al., 2011), whereas inhibition between proximal and distal complex components would constitute a negative interaction (Tree et al., 2002; Jenny et al., 2005).
Science
The subtleties of group interaction — for instance, Mr. Calderazzo's intuitive ability to flood the spaces left open by Mr. Marsalis — came hidden in inherently dramatic music.
News & Media
Some of the more cherished notions of the Internet age -- that it isolates people from real-world interaction, for instance, or that people use the Web to find reinforcement for their political views and filter out opposing ones -- generate deeply divided views among the specialists.
News & Media
Further properties were required to explain cohesion and chemical interaction for instance.
Science
Expert writing Tips
Best practice
When documenting user interfaces or software behavior, use "interaction instance" to clearly denote a single, recorded event of user interaction for analysis and improvement.
Common error
Avoid using "interaction instance" when a simpler term like "interaction" or "event" suffices. Overusing "instance" can make your writing sound unnecessarily complex.
Source & Trust
81%
Authority and reliability
3.9/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "interaction instance" functions as a noun phrase, typically serving as the subject or object of a sentence. It designates a specific, identifiable occurrence of an interaction. Ludwig examples show its use in contexts requiring precise identification of individual interactions.
Frequent in
Science
30%
Academia
25%
News & Media
20%
Less common in
Formal & Business
15%
Encyclopedias
5%
Wiki
5%
Ludwig's WRAP-UP
In summary, "interaction instance" is a noun phrase used to denote a specific occurrence of an interaction, often within a technical or analytical context. Ludwig AI identifies it as grammatically correct, although its usage is relatively rare. As such, while correct, it is important to evaluate if more common synonyms would better communicate your message and ensure that the level of formality meets the needs of the context.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
interaction occurrence
A more formal way to say "interaction instance".
specific interaction
Replaces "instance" with "specific" offering a more general way to describe the interaction.
particular interaction
Uses "particular" instead of "instance" to emphasize the uniqueness of the interaction.
individual interaction
Substitutes "instance" with "individual", highlighting that the interaction is considered separately.
single interaction event
Replaces "instance" with "event" to describe the interaction in terms of an occurrence.
isolated interaction
Conveys the sense of an interaction that is distinct and separated from others.
unique interaction case
Highlights the distinct and non-recurring nature of the interaction.
interaction episode
Presents the interaction as a brief event within a larger sequence.
interaction example
Emphasizes the illustrative function of the interaction.
specific interactive exchange
Focuses on the reciprocal aspect of the interaction with an emphasis on particularity.
FAQs
How to use "interaction instance" in a sentence?
Use "interaction instance" to refer to a specific occurrence of an interaction. For example: "Each "interaction instance" is logged for analysis."
What can I say instead of "interaction instance"?
You can use alternatives like "specific interaction", "particular interaction", or "interaction occurrence" depending on the context.
When should I use "interaction instance" over "interaction event"?
"Interaction instance" emphasizes the specific record or example of the interaction, while "interaction event" simply denotes an occurrence. Use ""interaction instance"" when the focus is on analyzing a particular recorded case.
Is "interaction instance" formal or informal?
"Interaction instance" is generally considered a formal term, suitable for technical or analytical contexts. In more casual conversation, "specific interaction" or "particular interaction" may be more appropriate.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
3.9/5
Expert rating
Real-world application tested