By Janet Kolodner

Case-based reasoning is likely one of the quickest transforming into components within the box of knowledge-based structures and this ebook, authored through a pacesetter within the box, is the 1st entire textual content at the topic. Case-based reasoning platforms are structures that shop information regarding occasions of their reminiscence. As new difficulties come up, related events are searched out to aid clear up those difficulties. difficulties are understood and inferences are made by means of discovering the nearest situations in reminiscence, evaluating and contrasting the matter with these situations, making inferences according to these comparisons, and asking questions while inferences cannot be made.

This e-book provides the cutting-edge in case-based reasoning. the writer synthesizes and analyzes a wide variety of techniques, with specified emphasis on employing case-based reasoning to advanced real-world problem-solving projects comparable to clinical analysis, layout, clash answer, and making plans. The author's strategy combines cognitive technology and engineering, and is predicated on research of either professional and commonsense projects. guidance for construction case-based professional structures are supplied, equivalent to tips to signify wisdom in instances, the way to index circumstances for accessibility, tips on how to enforce retrieval strategies for potency, and the way to evolve previous suggestions to slot new occasions.

This ebook is a superb textual content for classes and tutorials on case-based reasoning. it's also an invaluable source for desktop pros and cognitive scientists drawn to studying extra approximately this fast-growing field.

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Case-Based Reasoning (Morgan Kaufmann Series in Representation & Reasoning) by Janet Kolodner

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