declarative knowledge

Terms from Artificial Intelligence: humans at the heart of algorithms

Page numbers are for draft copy at present; they will be replaced with correct numbers when final book is formatted. Chapter numbers are correct and will not change now.

Declarative knowledge is about rememebered facts about the world, in contrast to procedural knowledge, which tries tom work out things on the fly. This distinction applies to human reasoning, for example, one perosn might recall their seven times table (decarative knowledge), wheras another might recall one or two key multiples and then rapdily 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.

Defined on page 15

Used on Chap. 2: pages 15, 16, 17; Chap. 17: page 409; Chap. 18: page 435

Also known as declarative