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acterized as a fourth paradigm of scientific research. In this essay, I will focus narrowly on the implications of this fourth paradigm, which I will refer to as “data-intensive science” [1], for the …

2007, a leading expert in computer science named Jim Gray unveiled his vision of the fourth-paradigm, an impending shift in scientific research. Since its inception, Gray argues that …

Oct 1, 2009 · The Fourth Paradigm is a collection of essays on data intensive science. They follow, both intimately and broadly, Jim Gray’s 2007 NRC talk on the need for new tools for …

People who think to managing, curating, and preserving data. They are information specialists, archivists, librarians and compliance officers. This is an important role: if data has value, you …

Oct 15, 2019 · Jim’s vision for this Fourth Paradigm for research had its origins nearly 10 years earlier with Jim in the USA, and with “eScience” in the UK. In the late 1990s Jim had …

Dec 14, 2009 · Dr. Gray called the shift a "fourth paradigm." The first three paradigms were experimental, theoretical and, more recently, computational science. He explained this …

Jan 25, 2010 · True to Jim’s insistence upon always looking to the future, The Fourth Paradigm outlines a number of next steps the entire research community can take, the primary one …

This presentation will set out the eScience agenda by explaining the current scientific data deluge and the case for a “Fourth Paradigm” for scientific exploration. Examples of data intensive …

This collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into …

In 2016 Microsoft researchers achieved a word error rate (WER) of 6.3 percent, the lowest in the industry. A Markov Random Field (MRF) is then used to refine the predictions. Peak …

Gray's paradigm joins the classic pair of opposed but mutually supporting scientific paradigms: theory and experimentation. The third paradigm—that of large-scale computational …

Jan 1, 2020 · Certainly, there is great value in the exponentially increasing amount of available data [19,37], making data-driven research-the 'fourth paradigm' of Jim Gray [14, 38] possible....

This collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how...

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