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New Trends of Research in Ontologies and Lexical Resources - Ideas, Projects, Systems (Hardcover, 2013 ed.)
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New Trends of Research in Ontologies and Lexical Resources - Ideas, Projects, Systems (Hardcover, 2013 ed.)
Series: Theory and Applications of Natural Language Processing
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This book is about the role of knowledge in information systems.
Knowledge is usually articulated and exchanged through human
language(s). In this sense, language can be seen as the most
natural vehicle to convey our concepts, whose meanings are usually
intermingled, grouped and organized according to shared criteria,
from simple perceptions ( every tree has a stem ) and common sense
( unsupported objects fall ) to complex social conventions ( a tax
is a fee charged by a government on a product, income, or activity
). But what is natural for a human being turns out to be extremely
difficult for machines: machines need to be instilled with
knowledge and suitably equipped with logical and statistical
algorithms to reason over it. Computers can t represent the
external world and communicate their representations as effectively
as humans do: ontologies and NLP have been invented to face this
problem: in particular, integrating ontologies with (possibly
multi-lingual) computational lexical resources is an essential
requirement to make human meanings understandable by machines. This
book explores the advancements in this integration, from the most
recent steps in building the necessary infrastructure, i.e. the
Semantic Web, to the different knowledge contents that can be
analyzed, encoded and transferred (multimedia, emotions, events,
etc.) through it. The work aims at presenting the progress in the
field of integrating ontologies and lexicons: together, they
constitute the essential technology for adequately represent,
elicit and exchange knowledge contents in information systems, web
services, text processing and several other domains of application.
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