History
The term "Bayesian networks" was coined by Judea Pearl in 1985 to emphasize three aspects:
- The often subjective nature of the input information.
- The reliance on Bayes's conditioning as the basis for updating information.
- The distinction between causal and evidential modes of reasoning, which underscores Thomas Bayes' posthumously published paper of 1763.
In the late 1980s the seminal texts Probabilistic Reasoning in Intelligent Systems and Probabilistic Reasoning in Expert Systems summarized the properties of Bayesian networks and helped to establish Bayesian networks as a field of study.
Informal variants of such networks were first used by legal scholar John Henry Wigmore, in the form of Wigmore charts, to analyse trial evidence in 1913. Another variant, called path diagrams, was developed by the geneticist Sewall Wright and used in social and behavioral sciences (mostly with linear parametric models).
Read more about this topic: Bayesian Network
Famous quotes containing the word history:
“A great proportion of the inhabitants of the Cape are always thus abroad about their teaming on some ocean highway or other, and the history of one of their ordinary trips would cast the Argonautic expedition into the shade.”
—Henry David Thoreau (1817–1862)
“As History stands, it is a sort of Chinese Play, without end and without lesson.”
—Henry Brooks Adams (1838–1918)
“It is my conviction that women are the natural orators of the race.”
—Eliza Archard Connor, U.S. suffragist. As quoted in History of Woman Suffrage, vol. 4, ch. 9, by Susan B. Anthony and Ida Husted Harper (1902)