ESRC grant on modelling eye movements during reading
In studies of comprehension, a widely used experimental approach
involves gathering detailed records of the eye-movements people make as they
are reading different sentences and paragraphs.
Underpinning this work is an abundance of evidence that eye-movement
patterns can be dramatically affected by syntactic processing, ambiguity
resolution and other aspects of comprehension.
However, at present there is no adequate description of the precise
mechanisms by which sentence processing operations exert such control. In the absence of an explicit model of
high-level eye-control, it is impossible to use eye-tracking data for any kind
of precise and quantitative evaluation of theories of comprehension. As a step towards addressing this deficiency,
the current project aims to refine the specification of the CIFER eye-control
model recently developed by the authors.
This computational model has already been shown to make accurate
predictions for certain eye-tracking measures and the proposed programme of work
is designed to extend its scope of application, with the eventual aim of
developing a tool capable of being used for the quantitative evaluation of
theories of sentence processing. In
concrete terms, the proposed work involves collecting detailed eye-tracking
data as participants read sentences that can currently be handled by the
model. By comparing observation with
prediction it should be possible to identify aspects of the model which are in
need of improvement. Similar
experiments will also be carried out using materials that fall beyond the range
of the current implementation of the model.
In this case the aim will be to establish some of the features that need
to be incorporated into an enhanced and more functional version of the
model. In all cases the intention would
be to increase the precision of the model so that it can eventually be used in
association with quantitative models of sentence processing to test a range of
theories of higher level linguistic processing. While it is anticipated that the immediate
work will fall some way short of this ultimate goal, there is an excellent
prospect that there will be wider spin-offs from the attempt to develop the
model in this way. In particular, the
very least we expect to achieve by the end of the project is a much clearer
specification of the properties, constraints and accomplishments that need to
be built into a fully functional eye-control system of this kind.
Last modified 15-11-2006 01:36 PM