How Computation Changes ResearchIan Foster
Zu finden in: Switching Codes, 2011
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Zusammenfassungen
Advanced computation has already had a profound impact on the conceptualization
and analysis of problems across a broad spectrum of intellectual
activity. In the sciences, engineering, medicine, humanities, and arts, we can
point to significant intellectual advances enabled by massed data (and its increasingly
sophisticated analysis), numerical simulation (as an alternative
or adjunct to experimentation in the study of complex processes), and rapid
communication (which allows research results to be quickly pooled, potentially
generating new insights). A common theme underlying these advances
is an increased focus on understanding entire systems rather than individual
components.
Von Ian Foster im Buch Switching Codes (2011) im Text How Computation Changes Research My goal in this essay is to explore the ways in which computation has
changed, and will continue to change, the nature of research. Using examples
from many disciplines, I first examine how data, simulation, and communication
are being applied in different contexts today. I then extrapolate
from current practice to hypothesize the likely situation two decades from
now. Clearly, a far greater quantity of data will then be available in digital
and online form. Perhaps less obviously, new tools will allow for the largescale
automated analysis of that data and the aggregation and second-level
analysis of evidence obtained via that primary analysis. I assert that the
ultimate impact will be not just increased productivity for individual researchers,
but a profound change in every aspect of the research process,
from how data is obtained to how hypotheses are generated and results
communicated.
Von Ian Foster im Buch Switching Codes (2011) im Text How Computation Changes Research Dieser Text erwähnt ...
Personen KB IB clear | Tim Berners-Lee , Vannevar Bush , Mark Fischetti , David Gelernter , William Gibson , Gordon Moore | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Aussagen KB IB clear | Computer (Informatik) ermöglicht Simulation
Simulation ist neben Theorie und Experiment das dritte Standbein moderner Wissenschaft. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Begriffe KB IB clear | Amaras Gesetz , Genetik , Informatikcomputer science , Modellemodel , Simulation , Wissenschaftscience , World of Warcraft | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Texte |
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Dieser Text erwähnt vermutlich nicht ...
Nicht erwähnte Begriffe | Informatik-Didaktik, Informatik-Unterricht (Fachinformatik) |
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