Judea Pearl is a computer scientist and philosopher, best known for developing the probabilistic approach to artificial intelligence, in particular through Bayesian networks (see the article on belief propagation), and for the formalization of causal reasoning (see the article on Causality).
Biography
Pearl received a B.S. degree in Electrical Engineering from the Technion, Israel, in 1960, a Master degree in Physics from Rutgers University, U.S., in 1965, and a Ph.D. degree in Electrical Engineering from the Polytechnic Institute of Brooklyn, U.S., in 1965. He worked at RCA Research Laboratories on superconductive parametric and storage devices and at Electronic Memories, Inc., on advanced memory systems. He then joined UCLA in 1970, where he is currently a professor of Computer Science and Statistics and director of the Cognitive Systems Laboratory. In 2002, his son Daniel Pearl was kidnapped and murdered in Pakistan, leading Judea and the other members of the family and friends to create the Daniel Pearl Foundation [1].
Research
Judea Pearl was one of the pioneers of Bayesian networks and the probabilistic approach to artificial intelligence, and one of the firsts to mathematize causal modeling in the empirical sciences. His work is also intended as a high-level cognitive model. He is interested in the philosophy of science, knowledge representation, nonstandard logics, and learning. Pearl is described as "one of the giants in the field of artificial intelligenceā by UCLA computer science professor Richard Korf [2]. His work on causality has "revolutionized the understanding of causality in statistics, psychology, medicine and the social sciences"[3].
Books
- Heuristics, Addison-Wesley, 1984
- Probabilistic Reasoning in Intelligent Systems, Morgan-Kaufmann, 1988
- Causality: Models, Reasoning, and Inference, Cambridge University Press, 2000
- I Am Jewish: Personal Reflections Inspired by the Last Words of Daniel Pearl, Jewish Lights, 2004.
Scientific papers
Lectures
Awards
External links
| Persondata |
| NAME |
Pearl, Judea |
| ALTERNATIVE NAMES |
|
| SHORT DESCRIPTION |
Computer scientist |
| DATE OF BIRTH |
1936 |
| PLACE OF BIRTH |
Tel Aviv, Israel |
| DATE OF DEATH |
|
| PLACE OF DEATH |
|
|