Used and loved by millions
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
according to problem
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to problem" is not correct in written English.
It seems to be missing a noun or article that would clarify the context, such as "according to the problem" or "according to a problem." Example: "According to the problem presented in the textbook, we need to find the value of x."
⚠ May contain grammatical issues
Science
News & Media
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
4 human-written examples
Therefore, it can be defined according to problem characteristics or common senses.
The nodes are scattered on a plane according to problem size, and Euclidian distance is calculated for them.
The objective of this paper is to highlight, through examples, the integration of different computational tools according to problem specific work-flows/data-flows.
These were divided into two groups according to problem size, which had two categories: "small problems" (sum 10 and under) and "large problems" (sum 11 or over).
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
Furthermore, choice of learning approach influenced academic performance in a course designed according to problem-based learning but not in one designed according to lecture-based learning.
A patent document is an important source of technological knowledge where artifact evolves according to problems and partial solutions.
Science
According to problems of petroleum price prediction and the feasibility of petroleum price prediction model, the improved BP model [20] for petroleum price prediction is proposed.
Common misconceptions about photosynthesis represented by distracters in cluster questions can be categorized according to problems with particular practices associated with principled reasoning.
Science
Proper adjustments according to problems with multiplicity (see below) should be estimated based on the outcome hierarchy specified in the protocol.
according to our problem.
According to the problem classification in Parragh et al.
Expert writing Tips
Best practice
Always include an article ("the", "a") or possessive pronoun ("our", "their") after "according to" when referring to a problem. For instance, use "according to the problem" or "according to our problem".
Common error
Avoid using the phrase "according to problem" without specifying which problem you are referring to. This omission creates grammatical ambiguity. Always clarify with "the", "a", or a possessive pronoun.
Source & Trust
80%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to problem" is grammatically incomplete and generally serves as an adverbial phrase intending to modify a verb or clause by indicating the source or basis for a statement or action. As Ludwig AI points out, the phrase requires an article or possessive pronoun for correct usage.
Frequent in
Science
67%
News & Media
33%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, while the intention behind the phrase "according to problem" is understandable, its grammatical structure is incomplete and requires an article or possessive pronoun for correctness. Ludwig AI points out that the correct usage would be "according to the problem" or "according to our problem". Its intended use is to provide a source or justification, primarily in scientific and technical contexts. By correcting the grammatical structure, the phrase becomes suitable for formal communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on the problem
Replaces "according to" with "based on", emphasizing a foundation or reason for something.
in relation to the problem
Specifies a direct connection or relevance to the problem being discussed.
with regard to the problem
Highlights consideration or attention given to the problem.
regarding the problem
Similar to "with regard to", but more concise, indicating the subject matter.
concerning the problem
Indicates the topic or subject that is being addressed.
in light of the problem
Suggests understanding or acting because of the problem's existence.
given the problem
Acknowledges the existence of the problem as a prerequisite for further action or thought.
considering the problem
Implies thoughtfulness and evaluation related to the problem.
in the context of the problem
Frames a discussion or analysis specifically within the boundaries of the problem.
as it pertains to the problem
Emphasizes the relevance or applicability to the problem at hand.
FAQs
How do I properly use the phrase "according to" in a sentence?
The phrase "according to" requires a noun or pronoun to clarify the source of information. For instance, you might say "according to the study" or "according to the expert".
What's a more grammatically correct way to say "according to problem"?
Instead of "according to problem", you can say "according to "the problem"", "based on "the problem"", or "in relation to "the problem"".
Is "according to problem" grammatically sound?
No, "according to problem" is grammatically incorrect. It needs an article or possessive pronoun, such as "according to "the problem"" or "according to our problem".
What's the difference between "according to the problem" and "based on the problem"?
"According to "the problem"" implies the problem itself is stating something, while "based on "the problem"" suggests the problem is the foundation for an action or decision.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
2.8/5
Expert rating
Real-world application tested