A Brief Survey of Knowledge Aggregation Methods (Classic Reprint) - Softcover

Michael S. Landy

 
9781333330989: A Brief Survey of Knowledge Aggregation Methods (Classic Reprint)

Synopsis

This book is a detailed summary of the methods, uses, and applications of various knowledge aggregation techniques. The author begins with an overview of the basic concepts, including the use of support vectors and state space. This book then dissects and delineates four methods - Relaxation Labeling, Stochastic Relaxation, Stochastic Assessment of Knowledge, and the Theory of Evidence - each with unique applications and advantages. These methods are compared and contrasted in terms of their state space, evidence types, and efficiency. The author maintains a consistent framework for comparison, using terms, notations, and examples that highlight the similarities and differences between the methods. The intent is to equip readers to understand and select the appropriate method for their specific application and to facilitate the development of new and more effective methods for knowledge aggregation.

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