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.

Show description

Read or Download Case-Based Reasoning (Morgan Kaufmann Series in Representation & Reasoning) PDF

Similar ai & semantics books

Download e-book for iPad: Management of Complex Multi-reservoir Water Distribution by Wojciech Z. Chmielowski

This learn discusses problems with optimum water administration in a posh distribution procedure. the most components of the water-management approach into account are retention reservoirs, between which water transfers are attainable, and a community of connections among those reservoirs and water remedy vegetation (WTPs).

Growing Adaptive Machines: Combining Development and - download pdf or read online

The pursuit of man-made intelligence has been a hugely energetic area of analysis for many years, yielding intriguing medical insights and efficient new applied sciences. when it comes to producing intelligence, even though, this pursuit has yielded basically constrained luck. This publication explores the speculation that adaptive development is a method of relocating ahead.

Gleb Beliakov,Humberto Bustince Sola,Tomasa Calvo's A Practical Guide to Averaging Functions (Studies in PDF

This ebook deals an easy-to-use and practice-oriented reference consultant to mathematical averages. It offers alternative ways of aggregating enter values given on a numerical scale, and of selecting and/or developing aggregating capabilities for particular functions. development on a prior monograph through Beliakov et al.

Download e-book for iPad: Interactive Collaborative Learning: Proceedings of the 19th by Michael E. Auer,David Guralnick,James Uhomoibhi

This publication provides the lawsuits of the nineteenth foreign convention on Interactive Collaborative studying, held 21-23 September 2016 at Clayton resort in Belfast, UK. We are presently witnessing an important transformation within the improvement of schooling. The effect of globalisation on all parts of human lifestyles, the exponential acceleration of advancements in either expertise and the worldwide markets, and the becoming want for flexibility and agility are crucial and hard components of this technique that experience to be addressed in most cases, yet in particular within the context of engineering schooling.

Additional resources for Case-Based Reasoning (Morgan Kaufmann Series in Representation & Reasoning)

Sample text

Download PDF sample

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


by Jeff
4.1

Rated 4.53 of 5 – based on 28 votes