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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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implemented based on

Grammar usage guide and real-world examples

USAGE SUMMARY

"implemented based on" is correct and usable in written English.
You can use it to describe an action that has been taken based on a certain set of criteria, plan, or schedule. For example, "The new marketing plan was implemented based on the survey results."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The external APIs were implemented based on REST-based communication paradigm.

This analysis is designed and implemented based on set-based framework.

The algorithm is currently implemented based on data from one grade crossing in New Jersey.

SVM-based models were implemented based on their demonstrated classification capability and robustness [ 46].

A chemotactic behavior can be implemented based on responses of just one sensory neuron.

Science

eLife

Carboplatin pharmacokinetics were monitored following initial renal function-based dosing, with dose adjustments implemented based on observed AUC values.

"Cleanups have been implemented or on their way to being implemented based on the old standard".

News & Media

The New York Times

And most of the steps taken since September could not realistically have been implemented based on what was known last summer.

News & Media

The New York Times

The model is implemented based on the idea of trust.

Feeding strategies were implemented based on OUR measurements.

More complex metrics may be interesting and can be implemented based on the data warehouse.

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Expert writing Tips

Best practice

When using "implemented based on", ensure that the 'based on' element is clearly defined and directly relevant to the implementation. This provides clarity and strengthens the logical connection.

Common error

Avoid using "implemented based on" without specifying what the implementation is based on. For example, instead of saying "The project was implemented based on data", specify "The project was implemented based on data from the customer survey".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "implemented based on" functions as a prepositional phrase indicating the foundation or rationale behind an action or system. Ludwig AI confirms its correctness and usability in English, highlighting its role in specifying the criteria for implementation. The phrase connects the action of implementing with its justification.

Expression frequency: Very common

Frequent in

Science

78%

News & Media

12%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "implemented based on" is a grammatically sound and frequently used phrase that explains the foundation for an action or system. As Ludwig AI confirms, it is correct and usable in various contexts. Predominantly found in scientific and academic writing, the phrase is also used in news and business to indicate the rationale behind a decision or process. To ensure clarity, it's important to specify what the implementation is based on. Remember the alternatives like "carried out according to" or "executed in accordance with" can be more appropriate depending on the context.

FAQs

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

You can use "implemented based on" to describe a process or system that follows a specific plan, data set, or guideline. For example, "The algorithm was implemented based on the latest research findings".

What are some alternatives to "implemented based on"?

You can use alternatives like "carried out according to", "executed in accordance with", or "conducted following" depending on the specific context.

Is it better to say "implemented based on" or "based on implemented"?

"Implemented based on" is the more common and grammatically correct phrasing. "Based on implemented" is less idiomatic and can be confusing.

What does "implemented based on" mean?

The phrase "implemented based on" means that a certain action, plan, or system has been put into effect or practice according to a specific foundation, criteria, or data. It emphasizes that the implementation has a defined basis.

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Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: