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Issue No. 02 - March/April (2009 vol. 24)
ISSN: 1541-1672
pp: 8-12
Alon Halevy , Google
Peter Norvig , Google
ABSTRACT
Problems that involve interacting with humans, such as natural language understanding, have not proven to be solvable by concise, neat formulas like F = ma. Instead, the best approach appears to be to embrace the complexity of the domain and address it by harnessing the power of data: if other humans engage in the tasks and generate large amounts of unlabeled, noisy data, new algorithms can be used to build high-quality models from the data.
INDEX TERMS
machine learning, very large data bases, Semantic Web
CITATION
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