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Last updated Mar 18, 2023 Edit Source

# Cognitive Dimensions of Notations

  1. Abstraction Gradient (Efficiency)
    • Abstractions make it hard for first-time programmers to understand it
    • Abstractions are powerful for professional software developers to make easy to write, read, and maintain software
    • There should be a gradual increase in complexity
    • Languages with a high abstraction floor are called abstraction-hungry
    • Languages with a low abstraction ceiling are called abstraction-hating
  2. Consistency
    • Coherence across the features of a language. It is easier to learn something if there are few exceptions to learn
  3. Diffuseness (Learnability)
    • How many things there are to learn about a language
    • Number of keywords is a good approximation for diffuseness
  4. Error-proneness
    • Bloch: make it easy to do it right, hard to do it wrong
    • The more guarantees you want to make about the program at compile time, the more work the programmer needs to do to get something running
  5. Secondary Notation
    • Anything that is only there to help the programmer but does not affect what the code actually does