Intelligent systems are required to enhance the capacities being
made available to us by the internet and other computer based
technologies. The theory necessary to help providing solutions to
difficult problems in the construction of intelligent systems are
discussed. In particular, attention is paid to situations in which
the available information and data may be imprecise, uncertain,
incomplete or of a linguistic nature. Various methodologies to
manage such information are discussed. Among these are the
probabilistic, possibilistic, fuzzy, logical, evidential and
network-based frameworks.
One purpose of the book is not to consider these methodologies
separately, but rather to consider how they can be used
cooperatively to better represent the multiplicity of modes of
information. Topics in the book include representation of imperfect
knowledge, fundamental issues in uncertainty, reasoning,
information retrieval, learning and mining, as well as various
applications.
Key Features:
Tools for construction of intelligent systems
Contributions by world leading experts
Fundamental issues and applications
New technologies for web searching
Methods for modeling uncertain information
Future directions in web technologies
Transversal to methods and domains
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