based on prior knowledge

USAGE SUMMARY

The phrase "based on prior knowledge" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or actions that are informed by previously acquired information or experience. Example: "The research findings were developed based on prior knowledge of the subject matter."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Alternatively, based on prior knowledge one might prefer dependent priors for the δs.

Behavior Genetics

Combining further visualization and comparative analysis, one can easily explore biological insights for both species based on prior knowledge and omics experimental observations.

Bioinformatics

Pathogenic SVs of only known genes used to be selectively analyzed based on prior knowledge of target DNA sequence.

Nature

Candidate gene approaches to identify contributory genes are based on prior knowledge of gene protein function.

Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids

All knowledge is based on prior knowledge, and by making prior knowledge less available, innovation is impeded.

The New York Times

When the bottom-up information provides conflicting attributes, top-down processing is required to select features and resolve conflicting attributes based on prior knowledge.

Nature

In the domain of real error, it is shown how optimal estimation based on prior knowledge can be derived.

Journal of Magnetic Resonance

Schedulability analysis of hierarchical real-time systems is based on prior knowledge of the local and the global scheduling algorithms.

Journal of Systems and Software

The designer of a clinical trial needs to make many assumptions about real-life practice based on prior knowledge.

Journal of Biomedical Informatics

Lead author Kenneth Jung, a graduate student in biomedical informatics, was surprised by how many of the novel uses were predictable based on prior knowledge.

Stanford University

Traditional evaluations are all based on prior knowledge such as the mixing filters or source signals.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When using "based on prior knowledge", ensure the source of that knowledge is credible and relevant to the topic at hand.

Common error

Avoid using "based on prior knowledge" as a placeholder for actual evidence or justification. Always be prepared to explain or cite the specific prior knowledge that informs your statement.

Linguistic Context

The phrase "based on prior knowledge" functions as a prepositional phrase that modifies a verb or noun, indicating the foundation or justification for an action, belief, or conclusion. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Very common

Frequent in

Science

88%

Academia

7%

News & Media

3%

Less common in

Formal & Business

1%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "based on prior knowledge" is a common and grammatically correct way to express that something is informed by existing information. As Ludwig AI confirms, this phrase is versatile and appropriate for various contexts, particularly in academic and scientific writing. To use it effectively, ensure the underlying knowledge is credible and relevant and avoid using it as a substitute for concrete evidence. Remember to explore alternatives like "drawing from previous experience" or "relying on existing knowledge" for nuanced expression. Its prevalence in scientific literature underscores its importance in communicating well-founded conclusions and decisions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

drawing from previous experience

Emphasizes the use of past experiences as a source of information, rather than just knowledge.

relying on existing knowledge

Highlights the dependence on knowledge that is already present.

informed by past learning

Focuses on the educational aspect of the knowledge acquisition.

guided by accumulated wisdom

Suggests a deeper level of understanding and insight gained over time.

using established understanding

Underlines the use of understanding as the knowledge foundation.

leveraging prior learning

Emphasizes the strategic use of acquired knowledge for an advantage.

building upon previous insights

Highlights the additive nature of knowledge acquisition and application.

with the benefit of hindsight

Indicates that decisions are made knowing the outcome of past events.

informed by historical context

Highlights the importance of historical knowledge when making the decision.

considering past precedents

Focuses on the utilization of past events or actions as a guide for current decisions.

FAQs

How can I use "based on prior knowledge" in a sentence?

You can use "based on prior knowledge" to indicate that a decision, conclusion, or action is informed by previously acquired information. For example: "The research findings were developed "based on prior knowledge" of the subject matter."

What are some alternatives to "based on prior knowledge"?

Alternatives include "drawing from previous experience", "relying on existing knowledge", or "informed by past learning". The best choice depends on the specific context.

Is it redundant to say "based on prior knowledge and experience"?

While "knowledge" and "experience" are related, they are not identical. "Knowledge" refers to facts and information, while "experience" refers to practical skills and understanding gained over time. Using both can provide a more comprehensive picture, but it depends on the context.

What's the difference between "based on prior knowledge" and "intuitive"?

"Based on prior knowledge" implies a conscious and reasoned assessment of existing information. "Intuitive" suggests a decision made without explicit reasoning, often based on feelings or instincts. Therefore, while sometimes overlapping, they have different meanings.