%0 Conference Paper %1 WebbWells95 %A Webb, G. I. %A Wells, J. %B Proceedings of the Eighth Australian Joint Conference on Artificial Intelligence (AI'95) %C Singapore %D 1995 %E Yao, X. %I World Scientific %K Acquisition Experts Knowledge Learning Machine from with %P 291-298 %T Recent Progress in Machine-Expert Collaboration for Knowledge Acquisition %X Knowledge acquisition remains one of the primary constraints on the development of expert systems. A number of researchers have explored methods for allowing a machine learning system to assist a knowledge engineer in knowledge acquisition. In contrast, we are exploring methods for enabling an expert to directly interact with a machine learning system to collaborate during knowledge acquisition. We report recent extensions to our methodology encompassing a revised model of the role of machine learning in knowledge acquisition; techniques for communication between a machine learning system and a domain expert and novel forms of assistance that a machine learning system may provide to an expert.

@inproceedings{WebbWells95, abstract = {Knowledge acquisition remains one of the primary constraints on the development of expert systems. A number of researchers have explored methods for allowing a machine learning system to assist a knowledge engineer in knowledge acquisition. In contrast, we are exploring methods for enabling an expert to directly interact with a machine learning system to collaborate during knowledge acquisition. We report recent extensions to our methodology encompassing a revised model of the role of machine learning in knowledge acquisition; techniques for communication between a machine learning system and a domain expert and novel forms of assistance that a machine learning system may provide to an expert.}, added-at = {2016-03-20T05:42:04.000+0100}, address = {Singapore}, audit-trail = {*}, author = {Webb, G. I. and Wells, J.}, biburl = {https://www.bibsonomy.org/bibtex/25d109ead1a18d32dc44fd51ce9eeeb74/giwebb}, booktitle = {Proceedings of the Eighth Australian Joint Conference on Artificial Intelligence (AI'95)}, editor = {Yao, X.}, interhash = {829a72ba370d6a06076b1683b0e3a1d1}, intrahash = {5d109ead1a18d32dc44fd51ce9eeeb74}, keywords = {Acquisition Experts Knowledge Learning Machine from with}, location = {Canberra, Australia}, pages = {291-298}, publisher = {World Scientific}, timestamp = {2016-03-20T05:42:04.000+0100}, title = {Recent Progress in Machine-Expert Collaboration for Knowledge Acquisition}, year = 1995 }