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Books > Computing & IT > Applications of computing > Artificial intelligence
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Classification and Modeling with Linguistic Information Granules - Advanced Approaches to Linguistic Data Mining (Paperback, Softcover reprint of hardcover 1st ed. 2005)
Loot Price: R4,356
Discovery Miles 43 560
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Classification and Modeling with Linguistic Information Granules - Advanced Approaches to Linguistic Data Mining (Paperback, Softcover reprint of hardcover 1st ed. 2005)
Series: Advanced Information Processing
Expected to ship within 10 - 15 working days
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Many approaches have already been proposed for classification and
modeling in the literature. These approaches are usually based on
mathematical mod els. Computer systems can easily handle
mathematical models even when they are complicated and nonlinear
(e.g., neural networks). On the other hand, it is not always easy
for human users to intuitively understand mathe matical models even
when they are simple and linear. This is because human information
processing is based mainly on linguistic knowledge while com puter
systems are designed to handle symbolic and numerical information.
A large part of our daily communication is based on words. We learn
from various media such as books, newspapers, magazines, TV, and
the Inter net through words. We also communicate with others
through words. While words play a central role in human information
processing, linguistic models are not often used in the fields of
classification and modeling. If there is no goal other than the
maximization of accuracy in classification and model ing,
mathematical models may always be preferred to linguistic models.
On the other hand, linguistic models may be chosen if emphasis is
placed on interpretability."
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