An Introduction to Knowledge Engineering by Simon Kendal,Malcolm Creen PDF

By Simon Kendal,Malcolm Creen

An creation to wisdom Engineering provides an easy yet targeted exp- ration of present and verified paintings within the ?eld of knowledge-based platforms and comparable applied sciences. Its therapy of the expanding number of such platforms is designed to supply the reader with a considerable grounding in such techno- gies as professional platforms, neural networks, genetic algorithms, case-based reasoning platforms, info mining, clever brokers and the linked ideas and meth- ologies. the cloth is strengthened by way of the inclusion of diverse actions that supply possibilities for the reader to interact of their personal study and re?ection as they growth in the course of the ebook. moreover, self-assessment questions let the scholar to envision their very own figuring out of the thoughts coated. The booklet could be appropriate for either undergraduate and postgraduate scholars in computing technological know-how and similar disciplines equivalent to wisdom engineering, arti?cial intelligence, clever platforms, cognitive neuroscience, robotics and cybernetics. vii Contents Foreword vii 1 An advent to wisdom Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 part 1: info, details and information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 part 2: abilities of a data Engineer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 part three: An advent to Knowledge-Based platforms. . . . . . . . . . . . . . . . . 18 2 sorts of Knowledge-Based structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 part 1: specialist platforms. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 part 2: Neural Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 part three: Case-Based Reasoning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . fifty five part four: Genetic Algorithms. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . sixty six part five: clever brokers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . seventy four part 6: info Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . eighty three three wisdom Acquisition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89 four wisdom illustration and Reasoning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 part 1: utilizing wisdom. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109 part 2: good judgment, principles and illustration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116 part three: constructing Rule-Based structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126 part four: Semantic Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

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An Introduction to Knowledge Engineering by Simon Kendal,Malcolm Creen


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