By Janet Kolodner
Case-based reasoning is among the quickest starting to be components within the box of knowledge-based structures and this booklet, authored by means of a pacesetter within the box, is the 1st finished textual content at the topic. Case-based reasoning structures are platforms that shop information regarding events of their reminiscence. As new difficulties come up, comparable occasions are searched out to aid resolve those difficulties. difficulties are understood and inferences are made by means of discovering the nearest circumstances in reminiscence, evaluating and contrasting the matter with these circumstances, making inferences according to these comparisons, and asking questions while inferences cannot be made.
This booklet offers the cutting-edge in case-based reasoning. the writer synthesizes and analyzes a extensive variety of ways, with specific emphasis on making use of case-based reasoning to complicated real-world problem-solving projects corresponding to clinical analysis, layout, clash solution, and making plans. The author's strategy combines cognitive technological know-how and engineering, and is predicated on research of either professional and common sense initiatives. directions for development case-based professional structures are supplied, corresponding to how you can characterize wisdom in instances, easy methods to index circumstances for accessibility, the best way to enforce retrieval strategies for potency, and the way to conform outdated recommendations to slot new events.
This e-book is a superb textual content for classes and tutorials on case-based reasoning. it's also an invaluable source for machine execs 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