Integrating machine learning with knowledge acquisition through direct interaction with domain experts

@article{Webb1996IntegratingML,
  title={Integrating machine learning with knowledge acquisition through direct interaction with domain experts},
  author={Geoffrey I. Webb},
  journal={Knowl.-Based Syst.},
  year={1996},
  volume={9},
  pages={253-266}
}
Machine learning and knowledge acquisition from experts have distinct and apparently complementary knowledge acquisition capabilities. This study demonstrates that the integration of these approaches can both improve the accuracy of the knowledge base that is developed and reduce the time taken to develop it. The system studied, called The Knowledge Factory is distinguished by the manner in which it supports direct interaction with domain experts with little or no knowledge engineering… CONTINUE READING

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.

References

Publications referenced by this paper.
Showing 1-10 of 19 references

Integrating machine learning with knowledge acquisition through direct interaction with domain experts

G. I. Webb
Knowledge-Based Systems, • 1996
View 7 Excerpts
Highly Influenced

Experimental evaluation of integrating machine learning with knowledge acquisition through direct interaction with domain experts

J. L. O’Neil, R. A. Pearson
1996

Cooperative knowledge evolution for complex domains

F. Schmalhofer, B. Tschaitschian
1995
View 2 Excerpts

Knowledge Acquisition and Machine Learning: Theory, IV and Applications

Morik, S. K. Wrobel, Kietz, J-U, W. Emde
1993

Interactive Theory Revision

L. De Raedt
1992
View 1 Excerpt

Similar Papers

Loading similar papers…