Activities per year
Abstract
We introduce an extension of team semantics which provides a framework for the logic of manipulationist theories of causation based on structural equation models, such as Woodward's and Pearl's; our causal teams incorporate (partial or total) information about functional dependencies that are invariant under interventions. We give a unified treatment of observational and causal aspects of causal models by isolating two operators on causal teams which correspond, respectively, to conditioning and to interventionist counterfactual implication. We then introduce formal languages for deterministic and probabilistic causal discourse, and show how various notions of cause (e.g. direct and total causes) may be defined in them.
Through the tuning of various constraints on structural equations (recursivity, existence and uniqueness of solutions, full or partial definition of the functions), our framework can capture different causal models. We give an overview of the inferential aspects of the recursive, fully defined case; and we dedicate some attention to the recursive, partially defined case, which involves a shift of attention towards nonclassical truth values.
Through the tuning of various constraints on structural equations (recursivity, existence and uniqueness of solutions, full or partial definition of the functions), our framework can capture different causal models. We give an overview of the inferential aspects of the recursive, fully defined case; and we dedicate some attention to the recursive, partially defined case, which involves a shift of attention towards nonclassical truth values.
Original language | English |
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Title of host publication | Proceedings CREST 2018 |
Number of pages | 15 |
Publication date | 3 Jan 2019 |
Pages | 16-30 |
DOIs | |
Publication status | Published - 3 Jan 2019 |
MoE publication type | A4 Article in conference proceedings |
Event | CREST 2018: 3rd Workshop on formal reasoning about Causation, Responsibility, and Explanations in Science and Technology - Thessaloniki, Greece Duration: 20 Apr 2019 → 20 Apr 2019 Conference number: 3 |
Publication series
Name | Logic in Computer Science (cs.LO) |
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ISSN (Electronic) | 2075-2180 |
Bibliographical note
arXiv:1901.00073Fields of Science
- 611 Philosophy
- 113 Computer and information sciences
Activities
- 3 Invited talk
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Interventionist Counterfactuals in Team Semantics
Fausto Barbero (Speaker)
21 Mar 2019Activity: Talk or presentation types › Invited talk
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Interventionist counterfactuals in causal team semantics
Fausto Barbero (Speaker)
8 Nov 2019Activity: Talk or presentation types › Invited talk
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