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Professor: Fabio Crestani
Assistant: Parvaz Mahdabi
Tipo di corso: Lecture
Valore in crediti ECTS: 6
Riferimenti bibliografici sul sito della biblioteca (CoRe)
Academic year 2012/2013 - Spring semester
Objectives
The availability and need to access vast amounts of heterogeneous multimedia
information available in databases, Digital Libraries and on the Web requires
the design and implementation of advanced information access systems. The
building of these systems requires techniques that can understand better the
needs of and interact with users in a more natural way. The aim of this course
is to provide the students with knowledge of techniques and tool for the
design, implementation and evaluation of such intelligent information access
systems.
Contents
Fundamentals of text content analysis, natural language processing, and computational
linquistics. Information extraction. Text and web mining. Clustering,
categorisation and opinion mining. Question answering and summarisation.
Information visualisation. Intelligent user interfaces.
Teaching mode
The course is taught as a series of lectures and interactive tutorials. There are
two lectures per week with mandatory attendance. The assessment consists of
a series of course assignments, a small course project and a final exam.
References
On-line documents, tutorials, selected book chapters and articles will be announced
in the lectures and made available on Moodle.
The main reference book is:
Jurafsky, D., and Martin, J.H., Speech and Natural Language Processing. Pearson,
2009. Second edition.
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