Statements (97)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:award
gptkb:Person gptkb:Computer_Scientist |
| gptkbp:advocated_for |
data-driven decision making
causal reasoning |
| gptkbp:affiliated_with |
gptkb:University_of_California,_Los_Angeles
Cognitive Systems Group |
| gptkbp:affiliation |
gptkb:University_of_California,_Los_Angeles
|
| gptkbp:author |
gptkb:The_Book_of_Why
|
| gptkbp:awarded_for |
gptkb:Turing_Award
gptkb:IEEE_Fellow gptkb:L._J._Lander_Prize Fellow of the Association for the Advancement of Artificial Intelligence ACM Fellow Fellow of the American Academy of Arts and Sciences AAAI Fellow |
| gptkbp:awards |
gptkb:Turing_Award
|
| gptkbp:birth_place |
Tel Aviv, Mandatory Palestine
|
| gptkbp:born |
September 4, 1936
|
| gptkbp:born_in |
gptkb:Tel_Aviv
|
| gptkbp:children |
gptkb:Daniel_Pearl
Daphne Pearl |
| gptkbp:contributed_to |
gptkb:Artificial_Intelligence
gptkb:machine_learning decision theory epidemiology |
| gptkbp:contribution |
Probabilistic reasoning
Advancement of Bayesian statistics Creation of graphical models Development of the do-calculus Establishment of causal inference as a field |
| gptkbp:developed_by |
do-calculus
graphical models causal diagrams causal analysis techniques causal effect estimation methods causal frameworks causal reasoning frameworks |
| gptkbp:education |
gptkb:University_of_California,_Los_Angeles
gptkb:Technion_–_Israel_Institute_of_Technology |
| gptkbp:field |
Computer Science
|
| https://www.w3.org/2000/01/rdf-schema#label |
Judea Pearl
|
| gptkbp:image |
https://upload.wikimedia.org/wikipedia/commons/thumb/3/3e/ Judea_ Pearl_2019.jpg/800px-Judea_ Pearl_2019.jpg
|
| gptkbp:influenced |
gptkb:Artificial_Intelligence
gptkb:philosophy_of_science Statistics Philosophy of science policy making statistics quantitative research healthcare research data science social sciences econometrics Causal diagrams Graphical models in statistics Judea Pearl's causal framework |
| gptkbp:influenced_by |
gptkb:Niels_Bohr
gptkb:John_von_Neumann gptkb:Claude_Shannon |
| gptkbp:known_for |
Causal Inference
Bayesian Networks Bayesian networks causal inference causal relationships counterfactual reasoning structural causal models causal discovery causal models causal diagrams and graphs |
| gptkbp:nationality |
gptkb:American
|
| gptkbp:notable_students |
gptkb:David_Heckerman
gptkb:Jesse_Read gptkb:Yoshua_Bengio gptkb:Daphne_Koller gptkb:Eli_Upfal Judea Pearl's students in AI |
| gptkbp:notable_works |
Probabilistic Reasoning in Intelligent Systems
Causality: Models, Reasoning, and Inference |
| gptkbp:published |
gptkb:The_Book_of_Why:_The_New_Science_of_Cause_and_Effect
Probabilistic Reasoning in Intelligent Systems Causality: Models, Reasoning, and Inference Causal Inference: A Primer Causality: A Very Short Introduction Causal Inference in Statistics: A Primer Causal Inference: A Missing Data Perspective |
| gptkbp:received |
gptkb:National_Medal_of_Science
Harvard University honorary degree |
| gptkbp:research_focus |
gptkb:Artificial_Intelligence
gptkb:machine_learning Causal Reasoning |
| gptkbp:spouse |
Lillian Pearl
|
| gptkbp:website |
http://www.judeapearl.com
|
| gptkbp:won |
gptkb:Turing_Award
|
| gptkbp:year |
gptkb:2011
|
| gptkbp:bfsParent |
gptkb:National_Medal_of_Science
|
| gptkbp:bfsLayer |
2
|