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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
familiarity information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "familiarity information" is correct and usable in written English.
It can be used when discussing data or details that indicate how well someone knows a particular subject, person, or situation. Example: "The survey collected familiarity information to assess how well participants understood the new software."
✓ Grammatically correct
Science
News & Media
Alternative expressions(2)
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
10 human-written examples
In addition, incorporating familiarity information into the process of building an emotion classifier can possibly improve the performance of emotion estimation, which represents yet another avenue for future work.
Science
It is likely that the N170 marks an automatic, initial detection of a face, while iGBRs reflect the formation of higher-level perceptual representations of a face including familiarity information [9] - note, however, that at least some aspects of individual face categorization can be observed during the time range of the N170 [10], especially if faces are personally known [11].
Science
Namely, when recollective information from the hippocampus is available, memory associated with emotional aspects of the event is experienced as recollection, whereas under conditions in which recollection is compromised, performance relies more on familiarity information originating from other regions such as the rhinal cortex [24].
Science
In addition to basic structural and familiarity information, facial stimuli also convey affective information.
During object-in-place memory, the object familiarity information generated by the PRH must be integrated with the information concerning the location in which the object was encountered.
Science
Experiment 1c, therefore, looked at the persistence of this familiarity information with the expectation that it would show a more rapid decrement than perirhinal-based information.
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
The lexical decision task places more of an emphasis on frequency-familiarity information in making the word/nonword discrimination [Balota and Chumbley, 1984; Ratcliff et al., 2004], whereas the reading aloud task emphasizes the onset of the appropriate articulation.
Science
Familiarity with information technology is necessary, but it is possible to have too much tech know-how, said Victoria McCargar, a preservation consultant in Los Angeles and a lecturer at U.C.L.A. and San José State University.
News & Media
In Stage II experiment, 24 subjects participated in a 2 (familiarity)×5 (information volume level)×2 (viewing strategy) mixed factorial experiment.
Education, financial literacy, and the fraction of foreign-born population in the ZIP code also have positive effects on international diversification, consistent with explanations based on familiarity bias and information barriers.
Based on the literature we expect to find that caller-specific information (familiarity and sex) coded in the calls affects the auditory laterality.
Science
Expert writing Tips
Best practice
When using "familiarity information", ensure that the context clearly indicates what the subject is familiar with. This provides clarity and avoids ambiguity for the reader.
Common error
Avoid assuming your audience possesses the same level of familiarity with a topic as you do. Always provide sufficient context and background information to ensure comprehension.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "familiarity information" functions as a noun phrase that refers to data or details related to the level of acquaintance or understanding someone has with a particular topic, person, or thing. As demonstrated by Ludwig, this phrase is often used in academic and scientific contexts.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "familiarity information" is a phrase used to describe data related to a person's level of understanding or awareness of a particular subject. Ludwig AI confirms that this phrase is grammatically correct and commonly used, especially in scientific and academic contexts. As seen in the provided examples, its usage ranges from cognitive studies to assessing user knowledge. When using this phrase, it is important to ensure that the subject's area of familiarity is clearly defined. Alternative phrases such as "background knowledge" or "prior awareness" can be used depending on the context. Overall, this phrase serves as a precise and informative term for describing the extent of one's familiarity with a given topic.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
background knowledge
Focuses on prior knowledge, emphasizing a broader understanding rather than specific familiarity.
prior awareness
Highlights prior knowledge, emphasizing understanding rather than familiarity.
previous experience data
Emphasizes data derived from past experiences relevant to familiarity.
acquaintance details
Focuses on the specific details of being acquainted with something or someone.
understanding specifics
Highlights a detailed comprehension, rather than just familiarity.
known facts
Refers to established and recognized information, not necessarily linked to a sense of familiarity.
recognized data
Emphasizes the recognition aspect of information, rather than the feeling of familiarity.
recognition details
Focuses on the details related to recognizing something or someone.
comprehension data
Highlights the data associated with understanding a topic or subject.
awareness information
Focuses on the state of being aware, which is a broader concept than familiarity.
FAQs
How can "familiarity information" be used in a sentence?
You can use "familiarity information" to describe data or details that indicate how well someone knows a particular subject, person, or situation. For example: "The study collected "familiarity information" to assess how well participants understood the new software."
What's a good alternative to "familiarity information"?
Depending on the context, alternatives like "background knowledge" or "prior awareness" can be used instead of "familiarity information".
In what contexts is it appropriate to use the term "familiarity information"?
The term "familiarity information" is appropriate in contexts where assessing or measuring the level of understanding or awareness is important, such as in cognitive studies, marketing research, or educational assessments.
What is the role of "familiarity information" in decision making?
"Familiarity information" can play a significant role in decision making, as individuals often rely on their existing knowledge and experiences to evaluate options and make choices. A lack of "background knowledge" can sometimes lead to suboptimal decisions.
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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
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested