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2004

Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining

8 years 6 months 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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