Preferences in Data Production Planning

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Preferences in Data Production Planning

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by Keith Golden , Ronen Brafman , Wanlin Pang

BibTeX

@MISC{Golden_preferencesin,
    author = {Keith Golden and Ronen Brafman and Wanlin Pang},
    title = {Preferences in Data Production Planning},
    year = {}
}

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Abstract

This paper discusses the data production problem, which consists of transforming a set of (initial) input data into a set of (goal) output data. There are typically many choices among input data and processing algorithms, each leading to significantly different end products. To discriminate among these choices, the planner supports an input language that provides a number of constructs for specifying user preferences over data (and plan) properties. We discuss these preference constructs, how we handle them to guide search, and additional challenges in the area of preference management that this important application domain offers. 1

Keyphrases

data production planning input data different end product preference construct additional challenge input language processing algorithm user preference important application domain offer preference management many choice output data data production problem

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