categorization based on

USAGE SUMMARY

The phrase "categorization based on" is correct and usable in written English.
You can use it when discussing how items, concepts, or data are classified according to specific criteria or characteristics. Example: "The categorization based on age groups helps in tailoring marketing strategies effectively."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

By fitting any physical example into this categorization based on the ratio of fault zone components, one can qualitatively describe the fluid flow behavior of the fault, which varies between these endmembers (Caine et al. 1996).

Earth, Planets and Space

Design: Independent categorization (based on questionnaires; for 15 persons, questionnaires plus personal interviews) by 2 investigators.

Archives of Physical Medicine and Rehabilitation

Where in the World Color Survey Is the Support for Color Categorization Based on the Hering Primaries?

Massachusetts Institute of Technology

This article proposes a theoretical application and a categorization, based on a domain-oriented separation of concerns of instructional design.

Journal of Visual Languages & Computing

In this paper, we propose an approach for text categorization based on Dissimilarity Representation and multiple classifier systems.

Information Sciences

A vertical categorization based on the skill requirements of the occupation is used to identify workers in managerial and supervisory roles.

Columbia University

(1984) Andrew G. Knapp and James A. Anderson, "Theory of categorization based on distributed memory storage," Journal of Experimental Psychology: Learning, Memory, and Cognition 10 616-637.

Massachusetts Institute of Technology

However, the pioneer compilers of the earliest poetry soon developed further modes of categorization based on length and, from that, on segmentation.

Encyclopedia Britannica

Indeed, if all the targets of miR-125a-5p miR-125a-5p miR-125a-5plyzed without candgorization based on their expression levels, we could not detect any significant enrichment.

Nature

In order to discuss function decomposition, the categorization based on linear whole part relationships and nonlinear whole part relationships will be first explained.

Creative Design Engineering Introduction to an Interdisciplinary Approach

The value of sustainable flood retention basin classification is an unambiguous categorization, based on standard variables, that can help to promote communication and understanding between stakeholders.

Wetlands for Water Pollution Control

Expert writing Tips

Best practice

When using "categorization based on", ensure that the criteria for categorization are clearly defined and consistently applied to avoid ambiguity.

Common error

Avoid creating overly simplistic categorizations that ignore nuances or complexities within the data. Ensure that your categorization reflects the true diversity of the information.

Linguistic Context

The phrase "categorization based on" functions as a prepositional phrase. It specifies the foundation or criteria used to establish a classification system. As Ludwig AI points out, this phrase is grammatically sound and suitable for use in written English.

Expression frequency: Very common

Frequent in

Science

60%

Academia

25%

News & Media

10%

Less common in

Encyclopedias

2%

Formal & Business

2%

Reference

1%

Ludwig's WRAP-UP

In summary, "categorization based on" is a grammatically correct and widely used phrase that serves to clarify the criteria upon which a classification system is built. As noted by Ludwig AI, its frequent appearance in scientific and academic literature makes it most appropriate for formal contexts. Alternatives like "classification according to" or "grouping by" can be used to add variety, but it's important to maintain clarity and precision. When employing this phrase, ensure your categorization criteria are well-defined to prevent oversimplification and maintain accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

classification according to

Uses "classification" instead of "categorization" and "according to" instead of "based on".

grouping by

Replaces "categorization" with "grouping" and "based on" with "by".

classification relying on

Substitutes "categorization" for "classification" and "based on" for "relying on".

categorization depending on

Replaces "based on" with "depending on", indicating a condition for categorization.

organized by

Uses "organized by" to convey the arrangement resulting from categorization.

sorted by

Implies a specific order in which categorization is done.

classification predicated on

Uses "predicated on", indicating that the classification is founded or depends on something.

categorization grounded in

Suggests that the categorization is firmly established or rooted in something.

division based on

Employs "division" as an alternative to "categorization", implying a separation into groups.

structured around

Indicates that the categorization provides the structure.

FAQs

How can I use "categorization based on" in a sentence?

You can use "categorization based on" to describe how items are grouped according to specific criteria. For example, "The "categorization based on age" is essential for demographic studies."

What are some alternatives to "categorization based on"?

Alternatives include phrases like "classification according to", "grouping by", or "classification relying on", which can provide variety to your writing.

Is there a difference between "categorization based on" and "classification based on"?

While similar, "categorization" often implies a broader, more conceptual grouping, whereas "classification" can suggest a more structured or scientific arrangement. Both, however, are based on defined characteristics.

What criteria should I consider for effective "categorization based on"?

Consider the purpose of the categorization, the relevance of the criteria, and the clarity of the distinctions between categories. Ensure that the criteria are consistently applied and mutually exclusive where appropriate.