KNET: Integrating Hypertext and Normative Bayesian Modeling

Reference: Chavez, R. M. & Cooper, G. F. KNET: Integrating Hypertext and Normative Bayesian Modeling. 1988, 1988.

Abstract: KNET is a general-purpose shell for constructing expert systems based on belief networks and decsion networks. Such networks serve as graphical representations for decision models, in which the knowledge engineer must define clearly the alternatives, states, preferences, and relationships that constitute a decision basis. KNET contains a knolwedge-engineering core written in Object Pascal and an interface that tightly integrates HyperCard, a hypertext authoring tool for the Apple Macintosh computer, into a novel expert system architecture. Hypertext and hypermedia have become increasingly important in the storage, management, and retrieval of information. In broad terms, hypermedia deliver extensively cross-referenced packages. The resulting KNET system features a coherent probabilstic scheme for managing uncertainty, an object oriented graphics editor for drawing and manipulating decision networks, and HyperCard's potential for quickly constructing flexible and friendly user interfaces. We envision KNET as a useful prototyping tool for our ongoing research on a variety of Bayesian reasoning problems, including tractable representation, inference, and explanation.

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