Methoden zur Case Base Wartung und Optimierung bei unscharfen Informationen
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Studienarbeit aus dem Jahr 2009 im Fachbereich Informatik - Wirtschaftsinformatik, Note: 1,7, Universität Hildesheim (Stiftung) (Institut für Informatik), Veranstaltung: Intelligente Informationssysteme - Seminar, Sprache: Deutsch, Abstract: Die Wartung und Optimierung der Fallbasis ist mittlerweile zu einem der wichtigsten Kerngebiete des Case-Based Reasoning avanciert. Auf Grund der immer weiter wachsenden Anzahl an Informationen, die innerhalb einer solchen Wissensbasis abgelegt und organisiert werden müssen, wird auch dem Aufgabengebiet der Wartung und Optimierung eine immer grö ere Bedeutung beigemessen. Nachdem die Eigenschaften der Fälle einer Fallbasis erläutert werden, werden in dieser Arbeit verschiedene Ansätze vorgestellt, wie dem Auftreten von unscharfen Informationen innerhalb einer Fallbasis, verursacht durch Redundanzen, Widersprüche oder sonstige Konflikte hinsichtlich der Fälle und deren Eigenschaften und Qualität, entgegenzuwirken ist. Hierbei werden sowohl Ansätze präsentiert, bei denen es um das Auffinden und Entfernen solcher unscharfen Informationen geht, als auch solche, bei denen versucht wird diesen präventiv entgegenzuwirken, bevor sie überhaupt entstehen können. Alle gezeigten Ansätze verfolgen jedoch das gemeinsame Ziel, eine hohe Qualität und Performance der gesamten Fallbasis zu erreichen, diese auf Dauer sicherzustellen und sie nach Möglichkeit immer weiter zu steigern. Abschlie end erfolgt noch einmal einer Gegenüberstellung aller Methoden, sowie ein kurzer Ausblick auf mögliche Kombinationen der Ansätze.
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