Causal Relations

To discover causal relations, we use both grammatical patterns and time series analysis. In that manner we are able to recognise not only explicit but also implicit causal relations.

 

Applications

• Analysis of the effect of interactions between people with cognitive impairments
• Discovery of preconditions and effects for planning operators

For more information on causal relations discovery, have a look at the following papers:

• “Discovering Causal Relations from Textual Instructions”, which can be downloaded from here.
• “Discovery of Causal Relations in the Challenging Behaviour of People with Dementia”, which can be downloaded from here.