Download e-book for kindle: An Introduction to Knowledge Engineering by Simon Kendal,Malcolm Creen

By Simon Kendal,Malcolm Creen

An advent to wisdom Engineering offers an easy yet specific exp- ration of present and proven paintings within the ?eld of knowledge-based platforms and comparable applied sciences. Its remedy of the expanding number of such platforms is designed to supply the reader with a considerable grounding in such techno- gies as specialist platforms, neural networks, genetic algorithms, case-based reasoning structures, facts mining, clever brokers and the linked innovations and meth- ologies. the fabric is strengthened by means of the inclusion of diverse actions that offer possibilities for the reader to have interaction of their personal examine and re?ection as they development throughout the publication. moreover, self-assessment questions permit the coed to examine their very own knowing of the innovations lined. The ebook should be appropriate for either undergraduate and postgraduate scholars in computing technological know-how and comparable disciplines resembling wisdom engineering, arti?cial intelligence, clever structures, cognitive neuroscience, robotics and cybernetics. vii Contents Foreword vii 1 An creation to wisdom Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 part 1: information, info and information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 part 2: talents of a data Engineer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 part three: An creation to Knowledge-Based platforms. . . . . . . . . . . . . . . . . 18 2 forms of Knowledge-Based structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 part 1: professional structures. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 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: information Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . eighty three three wisdom Acquisition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89 four wisdom illustration and Reasoning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 part 1: utilizing wisdom. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109 part 2: common sense, 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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