By Ian Watson
The wholesale catch and distribution of information over the past thirty years has created an unheard of desire for enterprises to regulate their wisdom resources. wisdom administration (KM) addresses this want by way of aiding a firm to leverage its info assets and information resources by means of "remembering" and employing its adventure. KM consists of the purchase, garage, retrieval, software, new release, and evaluation of the data resources of a firm in a managed means. this day, enterprises are using KM all through their structures, from details administration to advertising to human assets. utilising wisdom administration: strategies for construction company stories examines why case-based reasoning (CBR) is so compatible for KM. CBR can be utilized to evolve recommendations initially designed to resolve difficulties some time past, to handle new difficulties confronted by means of the association. This ebook sincerely demonstrates how CBR may be effectively utilized to KM difficulties via providing a number of in-depth case-studies. Ian Watson, a well known researcher in case-based reasoning and writer of the introductory e-book, utilising CBR: suggestions for firm platforms has written this publication in particular for IT managers and data administration method builders. * presents 7 real-world purposes of information administration platforms that use case-based reasoning techniques.* offers the technical details had to enforce an information administration system.* deals insights into the improvement of business KM CBR functions* comprises info on CBR software program owners, CBR experts and price additional resellers
Read Online or Download Applying Knowledge Management: Techniques for Building Corporate Memories (The Morgan Kaufmann Series in Artificial Intelligence) PDF
Similar intelligence & semantics books
This eighteen-chapter publication offers the most recent purposes of lattice concept in Computational Intelligence (CI). The e-book makes a speciality of neural computation, mathematical morphology, computer studying, and (fuzzy) inference/logic. The publication comes out of a distinct consultation held in the course of the international Council for Curriculum and guideline global convention (WCCI 2006).
How even more powerful might businesses be if all of the content material they created for the net reached its particular audience? during this booklet, 3 pioneering IBM content material and seek specialists express how you can catch up with to this aim than ever ahead of. Readers will realize the right way to write hugely correct content material containing the key terms and long-tail words their particular clients really use.
This ebook experiences present state-of-the-art equipment for development clever platforms utilizing type-2 fuzzy common sense and bio-inspired optimization innovations. Combining type-2 fuzzy common sense with optimization algorithms, robust hybrid clever platforms were equipped utilizing the benefits that every strategy bargains.
e try to spot deception via its correlates in human habit has an extended historical past. Until
recently, those efforts have targeting settling on person “cues” that would ensue with deception.
However, with the appearance of computational potential to investigate language and different human
behavior, now we have the facility to figure out no matter if there are constant clusters of differences
in habit that will be linked to a fake assertion in place of a real one. whereas its
focus is on verbal habit, this e-book describes a number behaviors—physiological, gestural as
well as verbal—that were proposed as symptoms of deception. an summary of the primary
psychological and cognitive theories which have been provided as reasons of misleading behaviors
gives context for the outline of particular behaviors. e ebook additionally addresses the differences
between facts amassed in a laboratory and “real-world” facts with admire to the emotional and
cognitive country of the liar. It discusses assets of real-world facts and frustrating concerns in its
collection and identifies the first components during which utilized stories in keeping with real-world info are
critical, together with police, defense, border crossing, customs, and asylum interviews; congressional
hearings; monetary reporting; criminal depositions; human source assessment; predatory communications
that contain web scams, identification robbery, and fraud; and fake product reports. Having
established the heritage, this ebook concentrates on computational analyses of misleading verbal
behavior that experience enabled the sector of deception reviews to maneuver from person cues to overall
differences in habit. e computational paintings is geared up round the positive factors used for classification
from n-gram via syntax to predicate-argument and rhetorical constitution. e book
concludes with a collection of open questions that the computational paintings has generated.
Additional info for Applying Knowledge Management: Techniques for Building Corporate Memories (The Morgan Kaufmann Series in Artificial Intelligence)
Thus, you are interested in finding knowledge that is similar to your requirements. You are not looking for an exact match, although an exact match would be fine. Most of the CBR systems described in the case studies use a retrieval technique called nearest neighbor. At a conceptual level nearest neighbor is very simple. Let us use the simpliﬁed bank manager example we introduced earlier, namely, how to decide if a new client should be granted a loan. In this example, a case is a previous loan.
8 Conceptualizing CBR You have seen that a case is a contextualized piece of knowledge representing an experience. It contains the past lesson that is the content of the case and the context in which the lesson can be used. A case can be an account of an event, a story, or some record typically comprising: ■ ■ the problem that describes the state of the world when the case occurred, and the solution that states the solution to (or outcome of) the problem. One way this is often visualized is in terms of a problem space and a solution space.
You will see in subsequent case studies that it is the contextualization of experience that often makes a case-based reasoner effective. Stories can act as a bridge between the hidden inner mental world and the explicit formalized world. Remembering often seems to be enhanced by the use of metaphor and social context. The oral tradition of the remembering and telling of stories was once a vital way of preserving cultural community in preliterate societies. Shamans, bards, priests, and other storytellers were consequently people of special status within such societies.