DocumentCode
2202707
Title
Heuristic metrics for AI problem domains such as natural language processing
Author
Facemire, Jon
Author_Institution
Dept. of Comput. Sci., Alabama A&M Univ., Normal, AL, USA
fYear
1989
fDate
26-28 Mar 1989
Firstpage
658
Lastpage
661
Abstract
It is proposed that a series of numeric metrics be established for the evaluation of problem domains such as natural-language processing. These metrics should be weighted averages of multiple independent factors and should be constructed so that typical human-level performance is taken to be unity. The usage of such metrics is discussed, and the example of natural language processing is detailed with a suggested metric delineated
Keywords
artificial intelligence; heuristic programming; natural languages; performance evaluation; AI problem domains; natural language processing; numeric metrics; Artificial intelligence; Computer science; Face; Humans; Measurement standards; Natural language processing; Pattern recognition; Project management; Software packages; Standards development;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, 1989. Proceedings., Twenty-First Southeastern Symposium on
Conference_Location
Tallahassee, FL
ISSN
0094-2898
Print_ISBN
0-8186-1933-3
Type
conf
DOI
10.1109/SSST.1989.72549
Filename
72549
Link To Document