The Significance Of Big Data
Written by Mike James   
Friday, 17 August 2012

Significance, a magazine produced by the Royal Statistical Society has a special issue on Big Data and it has some really interesting articles, including Peter Norvig on why language is statistical in nature.

The only downside is that you can't read any of the articles without a subscription or access to an academic library.

 

significance

 

If you are interested in big data the article of interest are:

  • Big data and city living – what can it do for us?
    Big data is transforming our cities. Sallie Ann Keller, Steven E. Koonin and Stephanie Shipplook at the benefits that big data can bring to society – and at some of the challenges as well.
  • How much information is there in the “information society”?
    We know our brave new world is being transformed by data. But how much more of it is there than before? Martin Hilbert finds huge untapped capacity to process information.
  • A statistical journey to the center of the Earth
    What lies beneath our feet? Huge quantities of data and complex analysis have revealed an Earth that is spinning at its core, says Ping Ma.
  • The chaos within: Exploring noise in cellular biology
    The data explosion is transforming all fields of science, biology included. It is also transforming our understanding of life itself – and making us aware of the random nature of life's processes.Iain Johnston explains.
  • Big data in astronomy
    Astronomy has been one of the first areas of science to embrace and learn from big data. Eric D. Feigelson and G. Jogesh Babu tell of the efforts, the challenges, and some of the ways it is transforming our knowledge of the cosmos.
  • Nowcasting the mood of the nation
    Vast data‐streams from social networks like Twitter and Facebook contain a people's opinions, fears and dreams. Thomas Lansdall‐Welfare, Vasileios Lampos and Nello Cristianini exploit a whole new tool for social scientists.
  • Colorless green ideas learn furiously: Chomsky and the two cultures of statistical learning
    Language recognition programs use massive databases of words, and statistical correlations between those words, to translate or to recognize speech. But correlation is not causation. Do these statistical data‐dredgings give any insight into how language works? Or are they a mere big‐number trick, useful but adding nothing to understanding? One who holds the latter view is the theorist of language Noam Chomsky. Peter Norvig disagrees.

If you only have time to read one of them then make it Peter Norvig's Colorless green ideas learn furiously: Chomsky and the two cultures of statistical learning. If you can't access the published article a longer, but less polished version, is at http://norvig.com/chomsky.html

 

significance

 

 

More Information

Significance

Related Articles

Google's Deep Learning - Speech Recognition

New MinuteSort Record Set by Microsoft Research

NYT on the Future of Computing

 

blog comments powered by Disqus

 

To be informed about new articles on I Programmer, install the I Programmer Toolbar, subscribe to the RSS feed, follow us on, Twitter, Facebook, Google+ or Linkedin,  or sign up for our weekly newsletter.

 

Banner


Amazon Live App Testing
18/08/2014

Amazon has released a tool that lets you test mobile apps on a group of users before going fully live.



A Better Turing Test - Winograd Schemas
13/08/2014

The Winograd Schema Challenge is a new annual competition designed to judge whether a computer program has truly modeled human level intelligence. The first submission deadline is October 1, 2015 and  [ ... ]


More News

Last Updated ( Friday, 17 August 2012 )
 
 

   
RSS feed of news items only
I Programmer News
Copyright © 2014 i-programmer.info. All Rights Reserved.
Joomla! is Free Software released under the GNU/GPL License.