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What is reasoning, or automated reasoning, in the context of knowledge representation?

Posted on 2015/08/022016/09/10 by mendicott

What is reasoning, or automated reasoning, in the context of knowledge representation?

en.wikipedia.org/wiki/Knowledge_representation_and_reasoning

Knowledge representation and reasoning (KR) is the field of artificial intelligence (AI) dedicated to representing information about the world in a form that a computer system can utilize to solve complex tasks such as diagnosing a medical condition or having a dialog in a natural language. Knowledge representation incorporates findings from psychology about how humans solve problems and represent knowledge in order to design formalisms that will make complex systems easier to design and build. Knowledge representation and reasoning also incorporates findings from logic to automate various kinds of reasoning, such as the application of rules or the relations of sets and subsets.

Examples of knowledge representation formalisms include semantic nets, Frames, Rules, and ontologies. Examples of automated reasoning engines include inference engines, theorem provers, and classifiers.

See also my quick and dirty webpages:

  • Automated Theorem Proving (Automated Deduction) | Meta-Guide.com
  • Inference Engines | Meta-Guide.com
  • Knowledge Representation and Reasoning (KR&R) | Meta-Guide.com
  • Meta Superintelligence Labs Faces Instability Amid Talent Exodus and Strategic Overreach
  • Meta Restructures AI Operations Under Alexandr Wang to Drive Superintelligence
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  • Meta Reality Labs and Yaser Sheikh Drove Photorealistic Telepresence and Its Uncertain Future
  • Meta’s Australian Enforcement Pattern Shows Structural Bias Functioning as Persecution

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