Authors
Alon Halevy, Peter Norvig, Fernando Pereira
Publication date
2009/3/24
Journal
IEEE intelligent systems
Volume
24
Issue
2
Pages
8-12
Publisher
IEEE
Description
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.
Total citations
Scholar articles
A Halevy, P Norvig, F Pereira - IEEE intelligent systems, 2009