Ai Semantics

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

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By Simon Kendal,Malcolm Creen

An creation to wisdom Engineering provides an easy yet certain exp- ration of present and verified paintings within the ?eld of knowledge-based structures and similar 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 structures, info mining, clever brokers and the linked suggestions and meth- ologies. the fabric is strengthened by way of the inclusion of various actions that offer possibilities for the reader to have interaction of their personal study and re?ection as they growth during the e-book. moreover, self-assessment questions permit the coed to examine their very own knowing of the recommendations lined. The ebook could be appropriate for either undergraduate and postgraduate scholars in computing technology and comparable disciplines equivalent to wisdom engineering, arti?cial intelligence, clever platforms, cognitive neuroscience, robotics and cybernetics. vii Contents Foreword vii 1 An creation to wisdom Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 part 1: facts, info and information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 part 2: talents of a data Engineer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 part three: An creation to Knowledge-Based platforms. . . . . . . . . . . . . . . . . 18 2 sorts of Knowledge-Based platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 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: common sense, ideas and illustration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116 part three: constructing Rule-Based platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126 part four: Semantic Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

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An Introduction to Knowledge Engineering by Simon Kendal,Malcolm Creen


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