Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies

August 26, 2016 ยท The Ethereal ยท ๐Ÿ› EPTCS 224, 2016

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Gregor Gรถssler, Oleg Sokolsky arXiv ID 1608.07398 Category cs.LO: Logic in CS Cross-listed cs.AI, cs.SE Citations 1 Venue EPTCS 224, 2016 Last Checked 5 months ago
Abstract
Formal approaches for automated causality analysis, fault localization, explanation of events, accountability and blaming have been proposed independently by several communities --- in particular, AI, concurrency, model-based diagnosis, formal methods. Work on these topics has significantly gained speed during the last years. The goals of CREST are to bring together and foster exchange between researchers from the different communities, and to present and discuss recent advances and new ideas in the field. The workshop program consisted of a set of invited and contributed presentations that illustrate different techniques for, and applications of, causality analysis and fault localization. The program was anchored by two keynote talks. The keynote by Hana Chockler (King's College) provided a broad perspective on the application of causal reasoning based on Halpern and Pearl's definitions of actual causality to a variety of application domains ranging from formal verification to legal reasoning. The keynote by Chao Wang (Virginia Tech) concentrated on constraint-based analysis techniques for debugging and verifying concurrent programs. Workshop papers deal with compositional causality analysis and a wide spectrum of application for causal reasoning, such as debugging of probabilistic models, accountability and responsibility, hazard analysis in practice based on Lewis' counterfactuals, and fault localization and repair.
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