Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

18

AAAI
2015

favoriteEmaildiscussreport

24views Intelligent Agents» more AAAI 2015»

Pearl's Causality in a Logical Setting

8 years 7 months ago

Pearl's Causality in a Logical Setting

Download www.cs.utexas.edu

We provide a logical representation of Pearl’s structural causal models in the framework of the causal calculus of McCain and Turner (1997) and its ﬁrst-order generalization by Lifschitz. It will be shown that, under this representation, the nonmonotonic semantics of the causal calculus describes precisely the solutions of the structural equations (the causal worlds of a causal model), while the causal logic from Bochman (2004) is adequate for describing the behavior of causal models under interventions (forming submodels).

Alexander Bochman, Vladimir Lifschitz

Real-time Traffic

AAAI 2015 | Intelligent Agents |

claim paper

Related Content

» Robustness of Causal Claims

» A Calculus for Causal Relevance

» Translating FirstOrder Causal Theories into Answer Set Programming

» A Characterization of Interventional Distributions in SemiMarkovian Causal Models

» Identification of Joint Interventional Distributions in Recursive SemiMarkovian Causal Mod...

» Representing FirstOrder Causal Theories by Logic Programs

» Transportability of Causal and Statistical Relations A Formal Approach

» A Formalism for Causal Explanations with an Answer Set Programming Translation

» Dormant Independence

» Transportability of Causal Effects Completeness Results

Post Info
More Details (n/a)

Added	27 Mar 2016
Updated	27 Mar 2016
Type	Journal
Year	2015
Where	AAAI
Authors	Alexander Bochman, Vladimir Lifschitz

Comments (0)