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

By Simon Kendal,Malcolm Creen

An creation to wisdom Engineering offers an easy yet distinct exp- ration of present and tested paintings within the ?eld of knowledge-based structures and similar 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 structures, neural networks, genetic algorithms, case-based reasoning structures, info mining, clever brokers and the linked options and meth- ologies. the fabric is bolstered by means of the inclusion of various actions that offer possibilities for the reader to have interaction of their personal examine and re?ection as they growth throughout the e-book. additionally, self-assessment questions let the coed to ascertain their very own knowing of the strategies coated. The booklet could be appropriate for either undergraduate and postgraduate scholars in computing technological know-how and comparable disciplines reminiscent of wisdom engineering, arti?cial intelligence, clever structures, cognitive neuroscience, robotics and cybernetics. vii Contents Foreword vii 1 An advent to wisdom Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 part 1: facts, info and data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 part 2: talents of an information Engineer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 part three: An advent to Knowledge-Based structures. . . . . . . . . . . . . . . . . 18 2 sorts of Knowledge-Based structures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 part 1: specialist 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: good judgment, principles 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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