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Cognitive dimensions of notations

design principles

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Record originEnglish Wikipedia
Text licenseCC BY-SA 4.0
Source revisionAug 25, 2026
Entity authorityQ4226080
Source-derived summary

Cognitive dimensions or cognitive dimensions of notations are design principles for notations, user interfaces and programming languages, described by researcher Thomas R.G. Green and further researched with Marian Petre. The dimensions can be used to evaluate the usability of an existing information artifact, or as heuristics to guide the design of a new one, and are useful in Human-Computer Interaction design.

Cognitive dimensions are designed to provide a lightweight approach to analyse the quality of a design, rather than an in-depth, detailed description. They provide a common vocabulary for discussing many factors in notation, UI or programming language design. Also, cognitive dimensions help in exploring the space of possible designs through design maneuvers, changes intended to improve the design along one dimension.

List of the cognitive dimensions

Thomas Green originally defined 14 cognitive dimensions:

Abstraction gradient

What are the minimum and maximum levels of abstraction exposed by the notation? Can details be encapsulated?

Closeness of mapping

How closely does the notation correspond to the problem domain world?

Consistency

After part of the notation has been learned, how much of the rest can be successfully guessed, either by combining the known elements in new ways or by trying to use new elements with related meanings? For example: if there exist a 'max(list)' operation to find the largest item in a list, the user may guess that 'min(list)' will find the smallest.

Editorial summary

The public source identifies “Cognitive dimensions of notations” as design principles. This brief keeps that definition visible, then builds a research path around Cognitive, dimensions and notations.

Editorial reviewA practical starting point whose main value is the path it opens into stronger specialist and primary sources. The current 230-word lead offers orientation but no explicit four-digit date, so chronology should not be assumed. The selected authority fields contribute no independent date. Its value is orientation rather than verdict, with Cognitive, dimensions and notations providing the first useful test.
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Vocabulary and entity names are the principal evidence signals here, because they determine the precision of every later search. The source revision retrieved here is dated Aug 25, 2026. The linked authority identifier is Q4226080. None of the 0 selected statements returned an explicit reference.

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This entry incorporates text from Cognitive dimensions of notations” on English Wikipedia. Contributors are listed in the page history. Text is available under the Creative Commons Attribution-ShareAlike 4.0 License. Selected authority identifiers and statements are retrieved from Wikidata under CC0; their references and qualifiers remain part of the verification path.