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 paper “Discovering Causal Relations from Textual Instructions” which can be downloaded here.