aggregate knowledge

USAGE SUMMARY

The phrase "aggregate knowledge" is correct and usable in written English.
It can be used when referring to the collective understanding or information gathered from various sources or experiences. Example: "The research team aimed to aggregate knowledge from multiple studies to form a comprehensive overview of the topic."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

43 human-written examples

Mr. Byrne said Overstock also began using another service last month, Aggregate Knowledge in San Mateo, Calif., that works in a manner similar to Amazon's recommendation system.

The New York Times - Tech

Economists who explored this phenomenon suggested that growth in aggregate knowledge and skills in the workforce, especially those conveyed in formal education, might account for this discrepancy.

Encyclopedia Britannica

The number of technology vendors offering the service, including specialized companies like ChoiceStream, Aggregate Knowledge and Sento, as well as larger e-commerce software companies like ATG Inc., is growing.

The New York Times - Tech

"I think Google is looking at the growth of sites like Wikipedia, that aggregate knowledge, and feels it has to play in that space," said Danny Sullivan, a search expert and editor of the Web site Search Engine Land.

The New York Times - Tech

"I think this will work for certain kinds of brands, and other brands are just barking up the wrong tree," said Paul Martino, a former Tribe.net chief technology officer who is now the chief executive of Aggregate Knowledge, a service that taps the online behavior of other users to provide shopping advice.

The New York Times - Tech

Competitors include Aggregate Knowledge, CleverSet, and ChoiceStream.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

17 human-written examples

Such aggregated knowledge is of significant commercial value to online service providers, and therefore need be restricted from open access.

Knowledge-Based Systems

We demonstrate this with our Isbjørn plugin for Bioclipse, which aggregates knowledge about chemical compounds from an increasing list of disparate sources.

Journal of Cheminformatics

The study assesses the platforms with the use of three integrated indicators, namely, capacity for creativity, capacity for aggregating knowledge, and capacity for decision making.

Journal of Business Research

Several examples exist where wireless sensor networks, mobile equipments, RFID tags, home appliances, cars, and many other daily objects talk to each other, exchange information, generate aggregated knowledge, and allow to quickly develop new advanced services for the final user.

EURASIP Journal on Wireless Communications and Networking

Aggregated knowledge (usually collected through questionnaires) tends to homogenize and simplify the complexity of the diverse experiences of asylum seekers, refugees and individuals without legal status.

BMC Public Health

Expert writing Tips

Best practice

When using "aggregate knowledge", ensure you clearly define the sources from which the knowledge is being combined to enhance credibility and transparency.

Common error

Avoid using "aggregate knowledge" without specifying the domain or field from which the knowledge is derived. This can lead to ambiguity and weaken the impact of your statement.

Linguistic Context

The phrase "aggregate knowledge" functions primarily as a noun phrase, often serving as the object of a verb or preposition. It describes the process or result of combining information from multiple sources. As Ludwig AI explains, it refers to the collective understanding or information gathered from various sources.

Expression frequency: Very common

Frequent in

Science

34%

News & Media

33%

Formal & Business

33%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "aggregate knowledge" is a grammatically sound and frequently used phrase that refers to the combining of information from various sources. As Ludwig AI confirms, it's a correct and usable term in written English. Its usage spans across scientific, news, and formal business contexts. While "aggregate knowledge" is typically used to express the action of compilation, related phrases like "accumulate knowledge" or "compile knowledge" offer subtle differences in meaning. When using this phrase, ensure you clearly identify the sources of information to prevent ambiguity and bolster the credibility of your statement.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

accumulate knowledge

Focuses on the gradual gathering of knowledge over time.

compile knowledge

Emphasizes the systematic collection and arrangement of knowledge.

gather knowledge

Highlights the act of bringing knowledge together from different sources.

pool knowledge

Suggests a collaborative effort in combining knowledge.

synthesize knowledge

Implies the integration of different pieces of knowledge into a coherent whole.

consolidate knowledge

Emphasizes the strengthening and unifying of existing knowledge.

collect knowledge

Focuses on the act of amassing knowledge.

build knowledge

Highlights the constructive process of developing knowledge.

amass knowledge

Emphasizes the large-scale accumulation of knowledge.

assemble knowledge

Suggests the putting together of different components of knowledge.

FAQs

How can I effectively use "aggregate knowledge" in a sentence?

To effectively use "aggregate knowledge", provide context about the specific area or sources from which the knowledge is being combined. For example, "The study sought to aggregate knowledge from various scientific disciplines to address the complex issue of climate change."

What are some alternatives to using the phrase "aggregate knowledge"?

You can use alternatives such as "accumulate knowledge", "compile knowledge", or "gather knowledge", depending on the specific nuance you wish to convey.

Is it better to say "aggregate knowledge" or "aggregated knowledge"?

"Aggregate knowledge" typically refers to the act or process of combining knowledge, while "aggregated knowledge" refers to the knowledge that has already been combined. The choice depends on whether you are emphasizing the process or the result.

What is the difference between "aggregate knowledge" and "collective knowledge"?

"Aggregate knowledge" implies a deliberate combining of different sources of knowledge, while "collective knowledge" refers to the shared knowledge within a group or community. The phrase "collective knowledge" is more about shared understanding, while "aggregate knowledge" focuses on the action of bringing information together.