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Computational thinking (CT) refers to the thought processes involved in formulating problems so their solutions can be represented as computational steps and algorithms. [1] In education, CT is a set of problem-solving methods that involve expressing problems and their solutions in ways that a computer could also execute. [2]
A decision problem is a computational problem where the answer for every instance is either yes or no. An example of a decision problem is primality testing: "Given a positive integer n, determine if n is prime." A decision problem is typically represented as the set of all instances for which the answer is yes. For example, primality testing ...
Problem solving is the process of achieving a goal by overcoming obstacles, a frequent part of most activities. Problems in need of solutions range from simple personal tasks (e.g. how to turn on an appliance) to complex issues in business and technical fields.
Pages in category "Problem solving skills" The following 18 pages are in this category, out of 18 total. ... Computational thinking; Convergent thinking; Creative ...
In his 2011 book, Computational Logic and Human Thinking - How to be Artificially Intelligent, [17] he argues that the use of computational logic can help ordinary people to improve their natural language communication skills, and that in combination with decision theory, it can be used to improve their practical problem-solving abilities.
David Marr proposed that cognitive processes have three levels of description: the computational level, which describes that computational problem solved by the cognitive process; the algorithmic level, which presents the algorithm used for computing the problem postulated at the computational level; and the implementational level, which ...
Ferrucci’s Elemental Cognition startup has created a reasoning engine that uses LLMs to handle the natural-language queries of the user, while relying on a separate problem-solving component (a ...
Human-based computation (HBC), human-assisted computation, [1] ubiquitous human computing or distributed thinking (by analogy to distributed computing) is a computer science technique in which a machine performs its function by outsourcing certain steps to humans, usually as microwork. This approach uses differences in abilities and alternative ...
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