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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
topic selection
Grammar usage guide and real-world examplesUSAGE SUMMARY
"topic selection" is a correct and usable phrase in written English.
You can use it to refer to the process of choosing a subject or topic to talk or write about. For example, "I'm having trouble with my essay, so I'm focusing on topic selection right now."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(20)
area of focus
subject matter selection
material selection
subject of consideration
crucial aspect
course of action
course of concern
issue of interest
point of reflection
line of activity
concern
area of study
point of attention
perspective on the matter
point of observation
area of discussion
main concern
area of emphasis
viewpoint
point of preoccupation
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
58 human-written examples
Topic selection At each time step, an agent (i') is randomly selected and for that agent a certain topic ((t^* in T^k_{i'})) is selected from its Personal state.
We argue that for evaluating any topic selection method, ultimately one must ask whether it is actually useful to select topics, or should one simply perform shallow judging over many topics?
(a) They try to solve the problem of topic selection in a setting where there is no formal of pre-specified topical agenda to follow.
He has already started to work with the producers of "20/20," for instance, on the newsmagazine's topic selection.
News & Media
While prior work on intelligent topic selection has never been evaluated against shallow judging baselines, prior work on deep vs. shallow judging has largely argued for shallowed judging, but assuming random topic selection.
This includes identification of a suitable topic, selection of an appropriate research question, study design and methodology.
Science
Across thousands of synchronous and asynchronous dyads, we study the heuristics and biases that people use to navigate topic selection in cooperative phatic conversation.
Academia
We began with group brainstorming before moving on to individual topic selection, spent a class on outlining, then worked on paragraph writing and supporting claims with effective evidence both from text and from the real world.
News & Media
He/she organizes the periodic meetings of students with their faculty research project or dissertation committee, advises on course and research topic selection, and communicates to students evaluations of their research performance.
Academia
Human-verified similar examples from authoritative sources
Similar Expressions
2 human-written examples
Table 1 lists the board's topic selections from recent and upcoming issues of Queue.
Although the findings might have been biased by the choice of the thematic team, we included different points of views to control and socialize their topic selections, including an administrative team and a methodological consultant team.
Expert writing Tips
Best practice
When writing academically, provide clear criteria for "topic selection". This ensures transparency and replicability in research.
Common error
Avoid overly broad topics. A focused "topic selection" allows for deeper analysis and more impactful writing.
Source & Trust
77%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "topic selection" functions as a noun phrase, typically used as the subject or object of a verb. It refers to the process or act of choosing a particular topic. As Ludwig AI confirms, it's grammatically sound and frequently used.
Frequent in
Science
39%
Academia
29%
News & Media
15%
Less common in
Formal & Business
7%
Wiki
6%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "topic selection" is a grammatically correct and frequently used noun phrase that refers to the process of choosing a specific subject or area of focus. Ludwig AI confirms its usability in written English. Its prevalence in academic, scientific, and professional contexts suggests a neutral to formal register. When using the phrase, it's important to choose focused topics to make for deeper analysis and more impactful writing. While alternative phrases like "theme selection" or "subject selection" exist, "topic selection" remains a clear and effective choice for many situations.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
theme selection
Replaces "topic" with "theme", suggesting a slightly broader or more overarching subject matter.
subject selection
Substitutes "topic" with "subject", indicating a focus on a particular area of study or discussion.
choosing a topic
Replaces “selection” with the verb “choosing”, which emphasizes the action of selecting.
choice of subject
Reorders the words and replaces “selection” with “choice” emphasizing the act of choosing the subject.
selection of subject matter
Emphasizes the 'matter' included in the subject, creating a more formal tone.
selection of a theme
Replaces "topic" with "theme", which denotes the recurring idea or subject in discussion.
area of focus
Emphasizes the specific area being concentrated on, rather than the act of choosing it.
picking a topic
Replaces "selection" with the more informal "picking", suggesting a less formal process.
identification of a topic
Focuses on the identification process, highlighting the initial discovery of a suitable topic.
determining the subject
Indicates the act of defining or deciding on the subject for a particular purpose.
FAQs
How is "topic selection" important in academic research?
In academic research, "topic selection" is crucial because it determines the scope and depth of the study. A well-defined topic ensures that the research is focused, manageable, and contributes meaningfully to the existing body of knowledge.
What factors should I consider during "topic selection"?
Factors to consider include your interests, the availability of resources, the relevance of the topic to your field, and the potential for contributing new insights. Feasibility and manageability are also key.
Which is a more formal alternative to "topic selection"?
Alternatives such as "theme selection" or "subject selection" can provide a more formal tone depending on the context.
How does "topic selection" relate to the research question?
The "topic selection" directly influences the formulation of the research question. A clearly defined topic makes it easier to develop specific, focused, and researchable questions.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
77%
Authority and reliability
4.5/5
Expert rating
Real-world application tested