What is recorded here?
Presented Bayesian networks as a graphical formalism supporting local, multidirectional propagation of probabilistic evidence toward a consistent global state.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
This entry is the specific 1985 sole-authored paper R-43. Related constraint-propagation, belief-network and later causal-inference works are separate.
Read the original work
- UCLA Cognitive Systems Laboratory: Judea Pearl publications
- Pearl, Bayesian Networks: A Model of Self-Activated Memory for Evidential Reasoning
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Judea Pearl
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
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Documented countries / regions: United States
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English catalogue narrative
Pearl: Bayesian networks for distributed evidential reasoning
Presented Bayesian networks as a graphical formalism supporting local, multidirectional propagation of probabilistic evidence toward a consistent global state.
Scientific scope
This entry is the specific 1985 sole-authored paper R-43. Related constraint-propagation, belief-network and later causal-inference works are separate.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Judea Pearl
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.