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An integrated environment for knowledge acquisition

Jim Blythe, Jihie Kim, Surya Ramachandran, Yolanda Gil

Open publisher page 101 citations

Abstract

This paper describes an integrated acquisition interface that includes several techniques previously developed to support users in various ways as they add new knowledge to an intelligent system. As a result of this integration, the individual techniques can take better advantage of the context in which they are invoked and provide stronger guidance to users. We describe the current implementation using examples from a travel planning domain, and demonstrate how users can add complex knowledge to the system.

About this research paper

What this paper is about

This paper describes an integrated acquisition interface that includes several techniques previously developed to support users in various ways as they add new knowledge to an intelligent system. As a result of this integration, the individual techniques can take better advantage of the context in which they are invoked and provide stronger guidance to users. We describe the current implementation using examples from a travel planning domain, and demonstrate how users can add complex knowledge to the system.

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OpenAlex reports 101 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

This paper describes an integrated acquisition interface that includes several techniques previously developed to support users in various ways as they add new knowledge to an intelligent system. As a result of this integration, the individual techniques can take better advantage of the context in which they are invoked and provide stronger guidance to users. We describe the current implementation using examples from a travel planning domain, and demonstrate how users can add complex knowledge to the system.

Key concepts: Computer science, Knowledge acquisition, Domain knowledge, Human–computer interaction, Domain (mathematical analysis), Context (archaeology), Knowledge integration, Knowledge-based systems

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