From little things, big things grow
"We have to do better at producing tools to
support the whole research cycle-from data capture and data curation to data
analysis and data visualization. Today, the tools for capturing data both at
the mega-scale and at the milli-scale are just dreadful. After you have
captured the data, you need to curate it before you can start doing any kind of
data analysis, and we lack good tools for both data curation and data analysis.
Then comes the publication of the results of your research, and the published
literature is just the tip of the data iceberg ... a lot of data that is
collected but not curated or published in any systematic way." Jim Gray,
pioneering computer scientist, speaking to the National Research
Council-Computer Science and
Telecommunications Board, 11 January, 2007. Gray saw data-intensive science
as a new, fourth paradigm for science after the earlier stages - 1)
experimental, 2) theoretical, and 3) computational.
The Fourth Paradigm: Data-Intensive Scientific Discovery, edited by Tony Hey, Stewart Tansley and Kristin Tolle, is a collection of essays which expand on the vision of Jim Gray for a new, fourth paradigm of discovery. They discuss data-intensive science and how it can be fully realised. The book can be downloaded, for free, either in full, or by chapter, from here. Sections include:
- Part 1: Earth and Environment
- Part 2: Health and Wellbeing
- Part 3: Scientific Infrastructure
- Part 4: Scholarly Communication
The book can also be purchased as a paperback. There is also a fourth paradigm blog.
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