KNET: Integrating Hypertext and Normative Bayesian Modeling

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KNET: Integrating Hypertext and Normative Bayesian Modeling +  Has identifier

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KNET: Integrating Hypertext and Normative Bayesian Modeling

Bibtype  techreport

Has publishing details  1988

Has title  KNET: Integrating Hypertext and Normative Bayesian Modeling

Has where published  KSL-88-47

Has year  1988

Title  KNET: Integrating Hypertext and Normative Bayesian Modeling

Year  1988

Abstract  KNET is a general-purpose shell for constr KNET is a general-purpose shell for constructing expert systems based on belief networks and decision 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 knowledge-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 probabilistic 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. epresentation, inference, and explanation.

Author  R. Martin Chavez and Gregory F. Cooper +

Has author  R. Martin Chavez and Gregory F. Cooper +

Has identifier  KNET: Integrating Hypertext and Normative Bayesian Modeling +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  KNET: Integrating Hypertext and Normative Bayesian Modeling +

Number  KNET: Integrating Hypertext and Normative Bayesian Modeling +

Process note  YES +

Categories  KSL Technical Report +, Publication +, Technical Report +

 

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