based on their preferences

USAGE SUMMARY

The phrase "based on their preferences" is correct and usable in written English.
It can be used when discussing decisions, choices, or actions that are influenced by individual likes or dislikes. Example: "The menu was designed based on their preferences to ensure everyone enjoyed the meal."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

According to Mason, the personalization system will give a user one deal a day based on their preferences, their purchase history and their profile.

TechCrunch

Mobile music recommendation service 1Day 1Song introduces one new song each day to users based on their preferences.

TechCrunch

Similarly, recommendation-based systems in which users are provided directed content based on their preferences could be efficiently built using graph databases.

Journal of Cloud Computing

She then matches them based on their preferences.

Independent

Economists assume that people make choices based on their preferences and their budget constraints.

Harvard University

Users can customize their own channels based on their preferences, and the app includes tools for sharing favorites.

The New Yorker

In study 2, participants rated the trees based on their preferences.

Urban Forestry & Urban Greening

Usually in conjoint analysis respondents have to rank conception cards based on their preferences.

Procedia - Social and Behavioral Sciences

The theory assumes that individuals make decisions systematically, based on their preferences and available information, in a way that changes little over time or in different contexts.

The New York Times

The most promising ideas involved data-swiping — calculating a formula to match books with readers based on their preferences and online habits.

The New Yorker

Interaction with the parallel coordinates charts further allows planners to steer consecutive optimization runs based on their preferences and experience.

Energy Procedia

Expert writing Tips

Best practice

When writing, ensure that "based on their preferences" is followed by a clear explanation of what is being influenced by those preferences. This provides context and clarity for the reader.

Common error

Avoid using "based on their preferences" without specifying whose preferences are being considered. Be specific to avoid ambiguity. Vague statements like "products are designed based on their preferences" lack clarity. Instead, state "products are designed based on customer preferences gathered through surveys".

Linguistic Context

The phrase "based on their preferences" functions as a prepositional phrase that modifies a verb, noun, or clause. As Ludwig AI shows, it indicates the foundation or rationale behind a decision, choice, or action, grounding it in individual tastes or inclinations. The phrase is used to explain why something is the way it is.

Expression frequency: Very common

Frequent in

News & Media

43%

Science

31%

Academia

14%

Less common in

Formal & Business

6%

Wiki

1%

Science

0%

Ludwig's WRAP-UP

In summary, "based on their preferences" is a versatile and commonly used phrase that effectively conveys the rationale behind choices and decisions. As confirmed by Ludwig AI, it's grammatically sound and appropriate for diverse contexts, from news articles to academic papers. The phrase highlights the importance of individual tastes and inclinations in shaping outcomes. When using the phrase, ensure clarity by specifying whose preferences are being referenced and what they are influencing. Consider alternatives like "according to their preferences" or "tailored to their preferences" for variety and nuanced emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to their preferences

This alternative directly substitutes "based on" with "according to", maintaining similar meaning and formality.

in line with their preferences

Similar to "according to", this conveys alignment and agreement with preferences.

in accordance with their preferences

This phrase is more formal, replacing "based on" with the more structured "in accordance with", suitable for official contexts.

as per their preferences

This option provides a slightly more concise and direct way to express alignment with preferences.

guided by their preferences

This alternative emphasizes the directive influence of preferences, changing the structure while retaining the core concept.

reflecting their preferences

This phrasing shifts the focus to the outcome as a reflection of preferences, slightly altering the emphasis.

tailored to their preferences

This alternative emphasizes customization and adaptation to individual tastes, indicating a more active adjustment.

catering to their preferences

This alternative stresses the act of providing or satisfying individual preferences, implying a service-oriented approach.

considering their preferences

This alternative highlights the act of taking preferences into account, focusing on the decision-making process.

dependent on their preferences

This emphasizes that the outcome or decision is contingent upon their preferences.

FAQs

How can I rephrase "based on their preferences" for variety?

You can use alternatives like "according to their preferences", "in line with their preferences", or "tailored to their preferences" to add nuance to your writing.

Is it grammatically correct to start a sentence with "based on their preferences"?

Starting a sentence with "based on their preferences" is grammatically correct, but ensure the sentence structure clearly indicates what is being influenced by those preferences. For example: "Based on their preferences, we curated a personalized travel itinerary."

What's the difference between "based on their preferences" and "considering their preferences"?

"Based on their preferences" implies a direct influence on a decision or outcome, while "considering their preferences" suggests their tastes were taken into account, but might not be the sole determinant. The phrase "based on their preferences" stresses that something was constructed, done, or chosen to line up with their tastes.

Can "based on their preferences" be used in formal writing?

Yes, "based on their preferences" is suitable for formal writing. For an even more formal tone, consider using phrases like "in accordance with their preferences".