Learning-based Program
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See: Software Program, Learning-based Programming Paradigm, Data-Driven Program, Inductive Logic Program.
References
2011
- http://cogcomp.cs.illinois.edu/page/project_view/23
- Learning based programs are software applications that utilize machine learning technology to interact with naturally occurring data that are highly variable and ambiguous data. They lend themselves towards a computational model in which some of the variables, concepts, and relations may be defined only in a data driven way, or may not be unambiguously defined without relying on other concepts acquired this way. Unfortunately, neither modern programming languages nor the mathematical abstractions so cleanly utilized by machine learning researchers facilitate such a model.