declarative knowledge

Terms from Artificial Intelligence: humans at the heart of algorithms

The glossary is being gradually proof checked, but may have typos and misspellings.

Declarative knowledge is about remembered facts about the world, in contrast to procedural knowledge, which tries to work out things on the fly. This distinction applies to human reasoning, for example, one person might recall their seven times table (decarative knowledge), wheras another might recall one or two key multiples and then rapidly add or subtract sevens (procedural knowledge). It also applies to automated reasoning . In particular machine learning and statistical algorithms using the web and other big data techniques allow declarative reasoning that may appear intelligent without any real understanding.

Also known as: declarative

Used in glossary entries: big data, machine learning, procedural knowledge