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Knowledge acquisition via incremental conceptual clustering

by Douglas H. Fisher - Machine Learning , 1987
"... hill climbing Abstract. Conceptual clustering is an important way of summarizing and explaining data. However, the recent formulation of this paradigm has allowed little exploration of conceptual clustering as a means of improving performance. Furthermore, previous work in conceptual clustering has ..."
Abstract - Cited by 765 (9 self) - Add to MetaCart
hill climbing Abstract. Conceptual clustering is an important way of summarizing and explaining data. However, the recent formulation of this paradigm has allowed little exploration of conceptual clustering as a means of improving performance. Furthermore, previous work in conceptual clustering has not explicitly dealt with constraints imposed by real world environments. This article presents COBWEB, a conceptual clustering system that organizes data so as to maximize inference ability. Additionally, COBWEB is incremental and computationally economical, and thus can be flexibly applied in a variety of domains. 1.

Knowledge acquisition; Knowledge

by Hongmei Yan A, Yingtao Jiang B, Jun Zheng B, Bingmei Fu C, Shouzhong Xiao A, Chenglin Peng A
"... The internet-based knowledge acquisition and management method to construct large-scale ..."
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The internet-based knowledge acquisition and management method to construct large-scale

Knowledge Acquisition

by A Gil, Eric Melz, Funding Numbers, A Gil, Eric Melz , 1996
"... Public reporting burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching exiting data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments ..."
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Public reporting burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching exiting data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments regarding this burden estimated or any other aspect of this collection of information, including suggestings for reducing this burden to Washington Headquarters Services, Directorate for Information Operations

Interactive Story Creation for Knowledge Acquisition

by Takuya Maekawa, See Profile, Yasushi Hirano, Kenji Mase, Shohei Yoshioka, Takuya Maekawa, Kenji Mase, Yasushi Hirano
"... Interactive story creation for knowledge acquisition ..."
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Interactive story creation for knowledge acquisition

The Foundations of Knowledge Acquisition

by Brian R. Gaines , 1990
"... This article develops a model of organizational knowledge acquisition in terms of modern psychological, sociological, economic and management theories by deconstructing the terms involved: an organization as a collective agent having goals and capabilities to achieve them; knowledge as the hidden st ..."
Abstract - Cited by 33 (12 self) - Add to MetaCart
This article develops a model of organizational knowledge acquisition in terms of modern psychological, sociological, economic and management theories by deconstructing the terms involved: an organization as a collective agent having goals and capabilities to achieve them; knowledge as the hidden

Integrated Knowledge Acquisition Architectures

by Brian R. Gaines, Mildred L.G. Shaw , 1992
"... An architecture for knowledge acquisition systems is proposed based upon the integration of existing methodologies, techniques and tools developed within the knowledge acquisition, machine learning, expert systems, hypermedia and knowledge representation research communities. Existing tools are anal ..."
Abstract - Cited by 22 (7 self) - Add to MetaCart
An architecture for knowledge acquisition systems is proposed based upon the integration of existing methodologies, techniques and tools developed within the knowledge acquisition, machine learning, expert systems, hypermedia and knowledge representation research communities. Existing tools

Canvas Knowledge Acquisition Guidebook

by Dean Allemang, Mark Simos, Larry Levine, Carol Klingler, Dick Creps, Charles Hammons, Lisa Mantock, Task Pa, Cdrl Ac , 1996
"... This guidebook describes the Canvas approach to systematic knowledge acquisition. Canvas synthesize elements of two distinct methods: Scenario-Based Engineering Process (SEP) and Organization Domain Modeling (ODM). SEP provides knowledge acquisition methods and representation techniques. ODM provide ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
This guidebook describes the Canvas approach to systematic knowledge acquisition. Canvas synthesize elements of two distinct methods: Scenario-Based Engineering Process (SEP) and Organization Domain Modeling (ODM). SEP provides knowledge acquisition methods and representation techniques. ODM

Agent-Based Knowledge Acquisition

by Rose Dieng, Olivier Corby, Sofiane Labidi - In , 1995
"... Abstract. This paper presents our approach for knowledge acquisition from multiple experts. In order to build a cooperative KBS, representing the knowledge of several experts and intended to multiple users inside an organization, we propose a model of cognitive agent for guiding the process of knowl ..."
Abstract - Cited by 9 (0 self) - Add to MetaCart
Abstract. This paper presents our approach for knowledge acquisition from multiple experts. In order to build a cooperative KBS, representing the knowledge of several experts and intended to multiple users inside an organization, we propose a model of cognitive agent for guiding the process

Knowledge Acquisition for Constructive Systems

by unknown authors
"... Over the past ten years, significant progress has been made in understanding how the knowledge acquisition process for classification systems can be automated. But during this period little attention has been paid to the problem of how to automate the knowledge acquisition process for systems that s ..."
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Over the past ten years, significant progress has been made in understanding how the knowledge acquisition process for classification systems can be automated. But during this period little attention has been paid to the problem of how to automate the knowledge acquisition process for systems

An integrated environment for knowledge acquisition

by Jim Blythe, Jihie Kim, Yolanda Gil, et al. - IN PROCEEDINGS OF IUI , 2001
"... 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 w ..."
Abstract - Cited by 80 (12 self) - Add to MetaCart
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
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