Data models and the acquisition and manipulation of data

Philosophy of Science 70 (5):1508-1517 (2003)
Abstract
This paper offers an account of data manipulation in scientific experiments. It will be shown that in many cases raw, unprocessed data is not produced, but rather a form of processed data that will be referred to as a data model. The language of data models will be used to provide a framework within which to understand a recent debate about the status of data and data manipulation. It will be seen that a description in terms of data models allows one to understand cases in which data acquisition and data manipulation cannot be separated into two independent activities.
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Paul Teller (2010). “Saving the Phenomena” Today. Philosophy of Science 77 (5):815-826.
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