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
complex background
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "complex background" is correct and usable in written English.
It can be used to describe a situation, person, or concept that has multiple layers or intricate details, often referring to experiences, history, or context. Example: "Her complex background includes a mix of cultural influences that shape her unique perspective on art."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(5)
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
60 human-written examples
This is the exceedingly, complex background of the present impadse.
News & Media
Future work should focus on this complex background.
This confusion mainly stems from its statistically complex background.
Science
It is an existentially complex background of which Jean-Paul Sartre would surely approve.
News & Media
This was the complex background to Ransome becoming the first Guardian journalist to write enduringly popular fiction.
News & Media
Further study is needed to look at the complex background to increasing rates of STIs in high risk groups.
News & Media
Yang L, Yang J, Yang K. Adaptive detection for infrared small target under sea-sky complex background.
Science & Research
Locating multi-view faces in images with a complex background remains a challenging problem.
Using complex background technology to create simple-seeming products has always been Apple's most important talent, and the iTunes Music Store is a classic example.
News & Media
This emphasize the complex background of Northwest Siberian genetic diversity, shaped by recurrent founder effects, admixture and drift in these indigenous populations.
Science & Research
Furthermore, there is a challenge for segmentation of the object(s) from natural complex background in color images.
Science
Expert writing Tips
Best practice
When describing research or technical processes, use "complex background" to accurately portray the intricate factors influencing the subject matter. This adds credibility and highlights the depth of understanding.
Common error
Avoid using vague terms like "interesting" or "unique" when "complex background" is more fitting. Clearly articulate the specific elements contributing to the complexity to provide a more accurate and informative description.
Source & Trust
82%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "complex background" functions primarily as a noun phrase, where "complex" modifies the noun "background". It serves to describe something that is not simple or straightforward, possessing multiple interwoven elements. Ludwig examples show its descriptive power across various domains.
Frequent in
Science
46%
News & Media
29%
Academia
9%
Less common in
Wiki
5%
Formal & Business
2%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "complex background" is a grammatically correct and frequently used expression across diverse fields. As Ludwig AI indicates, it effectively describes multifaceted situations, detailed histories, or intricate contexts, most commonly in scientific and news-related publications. While alternatives like "intricate context" or "detailed history" may offer nuanced variations, understanding the components contributing to its complexity remains crucial for precise and informative communication. Using "complex background" appropriately enhances credibility and highlights the depth of understanding, particularly in research and technical writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
intricate context
Replaces "background" with "context" suggesting a more specific setting or environment.
multifaceted situation
Emphasizes the many aspects of the situation, replacing "background" with a term highlighting the scenario itself.
detailed history
Focuses on the historical aspect, highlighting the depth of information available.
complicated circumstances
Highlights the complexity of the circumstances surrounding a situation.
elaborate setting
Emphasizes the detailed and intricate nature of the environment.
involved history
Suggests a historical account with numerous interconnected elements.
rich tapestry
Uses a metaphor to describe a background filled with diverse and interwoven elements.
layered explanation
Focuses on the depth and multiple levels within an explanation.
textured environment
Highlights the varied and detailed nature of an environment.
deep-rooted origins
Emphasizes the long-standing and fundamental nature of the origins.
FAQs
How can I use "complex background" in a sentence?
You can use "complex background" to describe intricate situations, histories, or contexts. For example, "The issue has a "complex background" rooted in years of political instability".
What are some alternatives to "complex background"?
Some alternatives include "intricate context", "multifaceted situation", or "detailed history", depending on the specific aspect you want to emphasize.
Is it better to say "complex background" or "complicated background"?
While both are acceptable, "complex background" often implies a deep and multifaceted nature, whereas "complicated background" suggests difficulty in understanding or resolving something. The best choice depends on the specific nuance you wish to convey.
In image processing, what does "complex background" refer to?
In image processing, "complex background" refers to a background with a high degree of detail, texture, or varying colors, making it challenging to isolate the foreground object. Algorithms are often designed to handle images with a "complex background".
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
82%
Authority and reliability
4.6/5
Expert rating
Real-world application tested