Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    composable analytics
    How Composable Analytics Unlocks Modular Agility for Data Teams
    9 Min Read
    data mining to find the right poly bag makers
    Using Data Analytics to Choose the Best Poly Mailer Bags
    12 Min Read
    data analytics for pharmacy trends
    How Data Analytics Is Tracking Trends in the Pharmacy Industry
    5 Min Read
    car expense data analytics
    Data Analytics for Smarter Vehicle Expense Management
    10 Min Read
    image fx (60)
    Data Analytics Driving the Modern E-commerce Warehouse
    13 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Information Waves
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Information Waves
Data Mining

Information Waves

Steve Bennett
Steve Bennett
3 Min Read
SHARE

Many years ago when I was a researcher in a European think-tank, I wanted to develop an automatic way to map information flows within large organisations. The basic idea was to data mine the corporate email system to discover how new information spreads through the organisation – and along the way map ‘unofficial’ communities of practice. I never got there because I was distracted by an offer to work in Boston on an internet project at MIT’s Sloan School and the Lotus Development Corporation.

I’ve kept this interest in mapping information waves and I has interested to come across the recent work of Jon Kleinberg, Professor of Computer Science at Cornell University in the US. Together with a couple of assistants, he has tracked 1.6 million online news sites, including 20,000 mainstream media sites and a vast array of blogs, over the three-month period leading up to the 2008 presidential election. Analyzing the 90 million articles has revealed the pulse (he calls a ‘heartbeat’) pattern of handoffs between blogs and mainstream media:
PhrasetrackingSmall
Here is a more detailed picture.

I wonder if a similar mapping of information flow within an organisation would lead to better …

More Read

PAW: SAS and the art and science of better
Memo to Steve Ballmer: Just Ask Them!
Business Analytics and IBM
Who Gets the Call When Your Analytics Process Crashes?
Images to Data :OCR Softwares

Many years ago when I was a researcher in a European think-tank, I wanted to develop an automatic way to map information flows within large organisations. The basic idea was to data mine the corporate email system to discover how new information spreads through the organisation – and along the way map ‘unofficial’ communities of practice. I never got there because I was distracted by an offer to work in Boston on an internet project at MIT’s Sloan School and the Lotus Development Corporation.

I’ve kept this interest in mapping information waves and I has interested to come across the recent work of Jon Kleinberg, Professor of Computer Science at Cornell University in the US. Together with a couple of assistants, he has tracked 1.6 million online news sites, including 20,000 mainstream media sites and a vast array of blogs, over the three-month period leading up to the 2008 presidential election. Analyzing the 90 million articles has revealed the pulse (he calls a ‘heartbeat’) pattern of handoffs between blogs and mainstream media:
PhrasetrackingSmall
Here is a more detailed picture.

I wonder if a similar mapping of information flow within an organisation would lead to better analytic use?

My theory is that delivering analytics in ‘harmony’ with the natural ‘heartbeat’ of an organization’s other information flows will lead to more timely and targeted insight – resulting in better decision making. How you would achieve this is a very interesting problem. Is anyone working on a solution?

Link to original post

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

student learning AI
Advanced Degrees Still Matter in an AI-Driven Job Market
Artificial Intelligence Exclusive
mobile device farm
How Mobile Device Farms Strengthen Big Data Workflows
Big Data Exclusive
composable analytics
How Composable Analytics Unlocks Modular Agility for Data Teams
Analytics Big Data Exclusive
fintech startups
Why Fintech Start-Ups Struggle To Secure The Funding They Need
Infographic News

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

Some thoughts on Next Generation Warranty Systems

4 Min Read

cloud computing in plain english

1 Min Read
Image
Big DataBusiness IntelligenceData MiningSocial Data

Developing a Big Data Strategy Was Never Easier

3 Min Read

“Average” Statistics that Bruise Our Ears

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?