implicit data

USAGE SUMMARY

The phrase "implicit data" is correct and usable in written English.
It can be used in contexts where information is understood or inferred without being explicitly stated, often in discussions about data analysis or communication. Example: "The implicit data in the survey responses revealed trends that were not immediately obvious from the explicit answers."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

Cormac Foster, an analyst at the research firm Jupiter Communications, said the difference involves explicit versus implicit data.

The New York Times

The implicit data comes from "click tracking," which tells a campaign what buttons are getting pressed and how often.

The New York Times

As a result, Amazon focused its efforts on building a system based on implicit data, like a customer's past purchases, which now feeds into the site's "New for You" and "Recommendations" features.

The New York Times

To alleviate the shortage of labeled data, previous work automatically generates synthetic implicit data (SynData) as additional training data, by removing connectives from explicit discourse instances.

Neurocomputing

In this paper, we propose the Dynamic Inter-thread Vectorization Architecture (DITVA) to leverage the implicit Data Level Parallelism that exists across threads on SPMD applications.

Journal of Parallel and Distributed Computing

In this paper, we first propose to use bilingually-constrained synthetic implicit data (BiSynData) to enrich the training data, which can alleviate the drawbacks of SynData.

Neurocomputing

Human-verified similar examples from authoritative sources

Similar Expressions

35 human-written examples

The Netflix algorithm is guided by both implicit and explicit data, but the implicit information is rated more heavily.

Huffington Post

For instance, Teevan et al. [48] extend the conventional relevance feedback model to include the information "outside of the Web corpus" - implicit feedback data is derived from not only search histories but also from documents, emails and other information resources found in the user's PC.

Human-centric Computing and Information Sciences

Ed Chi a research scientist at Google gave a great talk on the analysis of implicit location data in twitter content.

University of California, Berkeley

The project analyzes the reliability of implicit clickthrough data, designs and analyzes learning methods, and evaluates their applicability.

Cornell University

This evaluation is usually done through questionnaires, but with the proliferation of modern e-learning, it became possible to collect implicit usage data to estimate activity and engagement of students or children within learning activities [8].

EURASIP Journal on Image and Video Processing

Expert writing Tips

Best practice

When discussing "implicit data", clearly define the context from which the data is being inferred to avoid ambiguity. Provide examples of how this data is derived or used.

Common error

Avoid using "implicit data" when you actually mean explicit data. Explicit data is directly stated or measured, while "implicit data" is inferred or derived.

Linguistic Context

The phrase "implicit data" functions as a noun phrase, typically serving as the subject or object of a sentence. As seen in the Ludwig examples, it refers to data that is not directly stated but is inferred or derived from other information or actions. Ludwig AI confirms its correct and usable form.

Expression frequency: Very common

Frequent in

Science

33%

News & Media

33%

Academia

17%

Less common in

Formal & Business

8%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "implicit data" is a grammatically sound and frequently used noun phrase that describes information inferred indirectly. As Ludwig AI points out, it is a correct and usable phrase across various contexts. Its use is prevalent in scientific, academic, and news media discussions. When using "implicit data", ensure clarity by defining the source and context of the data. Alternatives such as "tacit data" or "inferred data" can provide nuanced variations. Be careful to distinguish it from "explicit data", which is directly stated. The phrase is considered neutral in register but is often deployed in professional and scientific conversations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

tacit data

Replaces "implicit" with "tacit", emphasizing the unspoken or unexpressed nature of the data.

inferred data

Focuses on the aspect of the data being deduced or concluded from other information.

unspoken data

Highlights that the data is not directly communicated but understood.

indirect data

Emphasizes that the data is obtained secondarily rather than directly.

latent data

Suggests that the data is hidden but potentially discoverable.

implied data

Stresses that the data is suggested though not plainly expressed.

derived data

Highlights that the data is obtained from a source.

behavioral data

Specifically refers to data obtained from observing actions or patterns.

usage data

Data created as a side effect of the user's interaction with the system.

probabilistic data

Data used to calculate the probability of two records referring to the same individual.

FAQs

What is "implicit data"?

"Implicit data" refers to information that is not directly stated but can be inferred from other data points or user behavior. It contrasts with explicit data, which is directly provided.

How is "implicit data" collected?

"Implicit data" is often collected through methods like click tracking, purchase history analysis, and monitoring user interactions on websites or applications. It's passively gathered without direct user input.

What are some alternatives to "implicit data"?

You can use alternatives like "tacit data", "inferred data", or "unspoken data" depending on the specific nuance you want to convey.

What's the difference between "implicit data" and "explicit data"?

"Implicit data" is inferred from user actions or other available information, while "explicit data" is directly provided by the user or through direct measurement. One is deduced, the other is given.