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Handbook of Latent Semantic Analysis (Paperback)
Loot Price: R1,689
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Handbook of Latent Semantic Analysis (Paperback)
Series: University of Colorado Institute of Cognitive Science Series
Expected to ship within 12 - 17 working days
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The Handbook of Latent Semantic Analysis is the authoritative
reference for the theory behind Latent Semantic Analysis (LSA), a
burgeoning mathematical method used to analyze how words make
meaning, with the desired outcome to program machines to understand
human commands via natural language rather than strict programming
protocols. The first book of its kind to deliver such a
comprehensive analysis, this volume explores every area of the
method and combines theoretical implications as well as practical
matters of LSA. Readers are introduced to a powerful new way of
understanding language phenomena, as well as innovative ways to
perform tasks that depend on language or other complex systems. The
Handbook clarifies misunderstandings and pre-formed objections to
LSA, and provides examples of exciting new educational technologies
made possible by LSA and similar techniques. It raises issues in
philosophy, artificial intelligence, and linguistics, while
describing how LSA has underwritten a range of educational
technologies and information systems. Alternate approaches to
language understanding are addressed and compared to LSA. This work
is essential reading for anyone-newcomers to this area and experts
alike-interested in how human language works or interested in
computational analysis and uses of text. Educational technologists,
cognitive scientists, philosophers, and information technologists
in particular will consider this volume especially useful.
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