cluster of documents

USAGE SUMMARY

The phrase "cluster of documents" is correct and usable in written English.
It can be used to refer to a group or collection of related documents that are often analyzed or referenced together. Example: "The researcher compiled a cluster of documents to support her thesis on climate change."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

After clustering, the topic detection for every cluster of documents is needed [4].

EURASIP Journal on Audio, Speech, and Music Processing

As more and more data became available in the field, simple document clustering became inadequate, because a cluster of documents do not immediately unfold the high level semantics, such as the main theme of the underlying text corpus.

Journal of Big Data

For example, the first document belonging to a particular category in a document stream of current window may be recognized as an outlier, but it may later form a cluster of documents of its own by merging other micro-clusters in the next window.

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Using that summary, the robot identifies clusters of documents that use the same words.

The New York Times - Tech

Yenta is then ready to go out and find other copies of Yenta that have identified clusters of documents that share the same top keywords.

The New York Times - Tech

Several block diagonal clustering algorithms have proven successful in identifying co-clusters of documents and words.

Pattern Recognition

In other words, the selectivity with which clusters of documents accept or reject new members can be controlled.

Pattern Recognition in Industry

Here interpreting clustering of documents to represent model cluster and bayesian probabilistic approach of assignment of document to a model cluster as described in [143] are relevant.

Journal of Big Data

Self-organization architectures can auto-classify large numbers (several thousands) of text documents by identifying clusters of documents in which members share common fingerprint patterns.

Pattern Recognition in Industry

The clustering of documents based on shared aspect or topic or event or sub-topic, or sub-event has been described in [18, 92 94].

Journal of Big Data

Here interpreting clustering of documents for representing model cluster and Bayesian probabilistic approach [142] of assignment of document to a model cluster as has described in [143] are relevant.

Journal of Big Data

Expert writing Tips

Best practice

When discussing research or analysis, use "cluster of documents" to refer to a group of related texts that are being examined together. This indicates a focused and organized approach to information.

Common error

Avoid using "cluster of documents" when a more specific term like "dataset", "archive", or "collection" would provide greater clarity about the nature and purpose of the grouped documents.

Linguistic Context

The phrase "cluster of documents" functions as a noun phrase, acting as a subject or object within a sentence. It identifies a specific grouping of textual material. Ludwig examples showcase its use in academic and news contexts.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

25%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "cluster of documents" is a grammatically correct and usable term in written English, denoting a group of related texts often analyzed together. Ludwig AI confirms its correctness and provides examples from science and news media. While not extremely common, it is well-suited for academic and professional contexts. Related phrases include alternatives such as "group of documents" and "collection of documents". When using this phrase, ensure it provides clarity and isn't replaced by more precise terms like "dataset" or "archive". Using related terms like "group of documents", "collection of documents" can enhance your writing depending on context. It's most frequently used in scientific and news contexts, making it a versatile phrase for organizing and discussing textual information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

group of documents

Replaces "cluster" with "group", a more generic term for a collection.

collection of documents

Substitutes "cluster" with "collection", emphasizing the act of gathering.

set of documents

Uses "set" instead of "cluster", highlighting a defined compilation.

batch of documents

Replaces "cluster" with "batch", implying a collection processed together.

compilation of documents

Emphasizes the act of compiling the documents, replacing "cluster" with "compilation".

body of documents

Uses "body" to suggest a substantial and coherent collection.

aggregation of documents

Replaces "cluster" with "aggregation", indicating a gathering into a group.

assortment of documents

Highlights the variety within the collection, using "assortment" instead of "cluster".

accumulation of documents

Replaces "cluster" with "accumulation", emphasizing the gradual gathering of documents.

selection of documents

Suggests a curated or chosen group of documents, replacing "cluster" with "selection".

FAQs

What does "cluster of documents" mean in academic research?

In academic research, "cluster of documents" typically refers to a group of related texts or articles that are analyzed together to identify patterns, themes, or insights. This approach is common in fields like literature review, data analysis, and information retrieval.

How can I use "cluster of documents" in a sentence?

You might say, "The researcher analyzed a /s/group+of+documents to identify recurring themes in climate change literature" or "The software automatically sorts new articles into a /s/collection+of+documents based on keyword similarity".

What are some alternatives to "cluster of documents"?

Depending on the context, you can use alternatives like /s/group+of+documents, /s/collection+of+documents, /s/set+of+documents, or /s/compilation+of+documents. The best choice depends on the specific nuance you want to convey.

Is there a difference between "cluster of documents" and "collection of documents"?

While similar, "cluster of documents" often implies that the documents have been grouped together based on some shared characteristic, such as topic or author. "Collection of documents", on the other hand, is a more general term that simply refers to a gathering of documents.