the fourth paradigm : data-intensive scientific discovery
this book is about a new, fourth paradigm for science based on dataintensive computing. In such scientific research, we are at a stage of development that is analogous to when the printing press was invented. Printing took a thousand years to develop and evolve into the many forms it takes today. Using computers to gain understandin g from data created and stored in our electronic data stores will likely take decades—or less. The contributing authors in this volume have done an extraordinary job of helping to refine an understanding of this new paradigm from a variety of disciplinary perspectives. In many instances, science is lagging behind the commercial world in the ability to infer meaning from data and take action based on that meaning. However, commerce is comparatively simple: things that can be described by a few numbers or a name are manufactured and then bought and sold. Scientific disciplines cannot easily be encapsulated in a few understandable numbers and names, and most scientific data does not have a high enough economic value to fuel more rapid development of scientific discovery. g from data created and stored in our electronic data stores will likely take decades—or less. The contributing authors in this volume have done an extraordinary job of helping to refine an understanding of this new paradigm from a variety of disciplinary perspectives. In many instances, science is lagging behind the commercial world in the ability to infer meaning from data and take action based on that meaning. However, commerce is comparatively simple: things that can be described by a few numbers or a name are manufactured and then bought and sold. Scientific disciplines cannot easily be encapsulated in a few understandable numbers and names, and most scientific data does not have a high enough economic value to fuel more rapid development of scientific discovery.
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老师推荐的书,很好,清晰度也不错,就是图片有的放大模糊
非常有用。大势所趋