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2004

Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining

14 years 27 days ago
Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining
In this paper we define the notion of causal chains. Causal chains are a particular kind of sequential patterns that reflect causality relations according to background knowledge. We also present an algorithm for mining causal chains from a collection of action traces. We run this algorithm on a realworld domain and observe that causal chains can be computed efficiently by quickly identifying inter-related actions.
Shreeram Sahasrabudhe, Héctor Muñoz-
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2004
Where FLAIRS
Authors Shreeram Sahasrabudhe, Héctor Muñoz-Avila
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