for the extraction of knowledge

USAGE SUMMARY

The phrase "for the extraction of knowledge" is correct and usable in written English.
It can be used in contexts where you are discussing processes or methods aimed at obtaining or acquiring knowledge from data or information. Example: "The research team developed a new algorithm for the extraction of knowledge from large datasets to improve decision-making."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

This paper presents a soft-computing (SC -based approach for the extraction of knowledge from the hiSC -baseddapproachroduction.

Computers in Industry

In this paper, we have proposed a novel use of data mining algorithms for the extraction of knowledge from a large set of flow shop schedules.

Robotics and Computer-Integrated Manufacturing

In this paper, main principles of employing multilayer perceptrons for the approximation of unknown functions are outlined, and another possible use of multilayer perceptrons in combinatorial catalysis is indicated their use for the extraction of knowledge from experimental catalytic input and output data.

Catalysis Today

Being based on existing information technologies which allow one to collect data from organizations' databases, data mining introduces a powerful tool for the extraction of knowledge from huge amounts of data.

Financial Innovation

It publishes articles on such topics as structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering, and pattern recognition methods; strategies for modeling complex data and mining large data sets; methods for the extraction of knowledge from data, and applications of advanced methods in specific domains of practice.

Springer

Also the examination of individual IP packets or TCP segments can extract only a few conclusions and therefore the interdependence of the individual packets to each other, their analysis cannot be done with simple static methods, but it requires further modeling of traffic and the use of advanced analytical methods for the extraction of knowledge from complex data sets.

Vietnam Journal of Computer Science

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

By incorporating community engagement, Datasets2Tools promotes sharing of digital resources to stimulate the extraction of knowledge from biomedical research data.

Nature

On the other hand, the use of these systems produces large amounts of fine-grained data that need to be processed and interrelated, typically requiring big data analytics for the extraction of useful knowledge that can be used by the software services controlling these systems.

Future Generation Computer Systems

In summary, visualization of multidimensional oncogenomics data is essential for the extraction of useful knowledge from the vast amount of data generated by high-throughput technologies.

Genome Medicine

This editorial introduces BioData Mining, a new journal which publishes research articles related to advances in computational methods and techniques for the extraction of useful knowledge from heterogeneous biological data.

BioData Mining

We have developed the ANDSystem, which was designed for the automated extraction of knowledge from natural language texts regarding the properties of molecular biological objects and their interactions in living systems [ 15].

BMC Systems Biology

Expert writing Tips

Best practice

When writing about data analysis or research, use "for the extraction of knowledge" to clearly indicate a process aimed at gaining insights from data.

Common error

Avoid using "for the extraction of knowledge" in casual writing; it sounds overly formal. Simpler phrases like "to learn" or "to understand" are often more appropriate.

Linguistic Context

The phrase "for the extraction of knowledge" primarily functions as a prepositional phrase that modifies a noun or verb. It describes the purpose or reason behind an action, indicating that the action is done with the intention of obtaining knowledge. Ludwig AI confirms the usability of this phrase in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

20%

News & Media

10%

Less common in

Wiki

5%

Formal & Business

5%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "for the extraction of knowledge" is a grammatically sound and usable expression, primarily found in formal and scientific contexts. According to Ludwig AI, it's suitable when describing processes aimed at obtaining or acquiring knowledge from data or information. While it is considered uncommon, its use is appropriate in academic, scientific, and business settings. When writing for a general audience, consider more accessible alternatives like "to gain knowledge" or "to learn from" for clarity. The phrase's strength lies in its precision when articulating the purpose of data analysis and research endeavors.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

extracting insights from

Similar to the original phrase, but focuses specifically on insights rather than general knowledge.

knowledge discovery from

Highlights the process of finding new knowledge.

to gain knowledge from

Focuses on the act of acquiring knowledge, shifting from the process of extraction to the outcome of gaining information.

gleaning knowledge from

Implies a careful and selective gathering of knowledge from various sources.

acquiring knowledge through

Emphasizes the means by which knowledge is obtained, rather than the extraction itself.

uncovering knowledge in

Suggests a process of revealing hidden or less obvious knowledge.

finding knowledge within

Similar to uncovering, but implies a more active search for knowledge.

deriving insights from

Highlights the process of gaining understanding or insights, often from data or information.

learning from data

Emphasizes data as the source of learning and knowledge acquisition.

obtaining information from

Focuses on the acquisition of information as the primary goal.

FAQs

How can I rephrase "for the extraction of knowledge" to sound less formal?

Consider using alternatives like "to gain knowledge from", "to learn from", or "to understand" depending on the specific context. These options are generally less formal and more suitable for casual writing.

Is "for the extraction of knowledge" appropriate for business writing?

Yes, "for the extraction of knowledge" is suitable for formal and business writing, especially when discussing data analysis, research, or strategic insights. It clearly conveys a process aimed at gaining insights.

What's the difference between "extracting insights from" and "for the extraction of knowledge"?

"Extracting insights from" focuses specifically on gaining deeper understanding or perspectives, while "for the extraction of knowledge" is a broader term that refers to obtaining any form of knowledge.

In what contexts is "for the extraction of knowledge" most commonly used?

The phrase "for the extraction of knowledge" is most frequently used in scientific, academic, and technical contexts, where detailed analysis and understanding of complex data are required. You'll find it less often in casual conversation or informal writing.