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
    How Data Analytics Is Reshaping Patient Financing Decisions
    How Data Analytics Is Reshaping Patient Financing Decisions
    13 Min Read
    business using business intelligence
    How to Use a Competitive Intelligence Dashboard to Turn Market Data Into Smarter Marketing Decisions 
    9 Min Read
    unusual trading activity
    Signal Or Noise? A Decision Tree For Evaluating Unusual Trading Activity
    3 Min Read
    software developer using ai
    How Data Analytics Helps Developers Deliver Better Tech Services
    8 Min Read
    ai for stock trading
    Can Data Analytics Help Investors Outperform Warren Buffett
    9 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Osama Bin Laden Letters Analyzed
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Text Analytics > Osama Bin Laden Letters Analyzed
AnalyticsText Analytics

Osama Bin Laden Letters Analyzed

BobGourley
BobGourley
7 Min Read
SHARE

The Analysis Intelligence site provides open source analysis and information on a variety of topics based on the the temporal analytic technology and intelligence analysis tools of Recorded Future.  Shortly after the release of 175 pages of documents from the Combatting Terrorism Center (CTC) a very interesting assessment was posted on the site.

The Analysis Intelligence site provides open source analysis and information on a variety of topics based on the the temporal analytic technology and intelligence analysis tools of Recorded Future.  Shortly after the release of 175 pages of documents from the Combatting Terrorism Center (CTC) a very interesting assessment was posted on the site. This assessment sheds light on the nature of these documents and also highlights some of the important context that the powerful capabilities of Recorded Future can provide.

The analysis by Recorded Future is succinct and well done so I cite most of it below. I’ll conclude with some of my own thoughts as an experienced intelligence professional and technologist on some of the “So What” of this assessment.

First, from the Analysis Intelligence site:

More Read

company's data analytics
Understanding the magic that is analytics
There Is No question But the Research Validity Question
Predictive Analytics Conference Program: PAW – Oct 20-21
Eldad Wins World Technology Award for In-Chip Analytics
Good Times Ahead For College Marketing

The Combating Terrorism Center (CTC) released 17 new letters (175 pages) discovered in the Abbottabad compound where Osama bin Laden was discovered and killed last year. The documents were made available as part of a report entitled “Letters from Abbottabad: Bin Ladin Sidelined?”

This post shows analysis of all 17 letters using Recorded Future’s temporal analytic technology and intelligence analysis tools. This first effort analyzes the English translated text and will be followed by an analysis of the letters in their original Arabic.

We treated these letters like they were any other source in the Recorded Future system. Our linguistic algorithms extracted a variety of data points available in the text that we then visualized in the Recorded Future user interface

Analyzing these documents in aggregate and visualizing them using Recorded Future immediately reveals a number of patterns and insights. We’ll start with a network graph generated from the connections found in the body of letters where it’s clear to see the focal points of God, Yemen, and Afghanistan:

Seeing the locations described in the network, we can actually uncover what locations are mentioned the most:

 

 
 
 
 

Shifting back to a network view, let’s find what individuals are associated with Iran in the collected letters:

 
 
 

And to serve as a comparison, below are those relations referenced with Yemen:

 
 
 

Moving to a timeline analysis of the letters and references within, there is a glaring absence of communication during 2008. Was this a time when Osama bin Laden went dark? Or is there sensitive information in documents from that period meaning they’re still under wraps?

 
 

Getting a deeper look at the years from which we capture quite a bit of data:

 
 
 
 
 
 

Lastly, one of the unique features of Recorded Future includes the ability to extract references to predictions and future periods of time. From this particular set of documents, one future reference emerged related to planning the foundation of a Muslim state.

 
 
 
 
 
Let me now add some of my thoughts as an analyst and a technologist:
  • Experienced intelligence professionals have long found value in using automated tools to help extract value from text. These tools have been maturing over time, with some of the most modern, most capable being those in use at Recorded Future. Analysts have many other good options for their tools, but I don’t know of any better than those that produced the graphics in the post above. This is interesting to me for several reasons, but perhaps the most important reason is that analysts can access these tools using online systems vice old clunky hard to instal, expensive systems in place at most organizations today.
  • It was a real eye opener for me to learn that Recorded Future could do this sort of analysis on documents like this. I know a great deal about what they can do with the open source information on the entire Internet and I should have assumed they could do this sort of work, but for some reason I was so excited about their other capabilities that it completely escaped my mind that they would be masters at this important use case of document exploitation. Imagine if every document ever captured by our forces could be analyzed together this way.
  • I have to conclude that Recorded Future could have actually done far more with this if they had been given access to more info. This is clearly one of those cases where the tools and methodologies are in place to do more with more data.
  • The analysis above is insightful and would have been particularly helpful immediately after the documents were collected (we can all assume that many tools were used on the entire take right after these documents were collected). Analysis like this is also of use in many other subject domains of course. One of the reason this is helpful in so many domains is that rapid analysis can help drive further collection that can deduce an adversary’s options and therefore give our decision-makers better support.
  • I also conclude that if this capability existed in a system where classified information could also be brought to bear it would be even more useful to analysts.
Those are some initial thoughts. Clearly Recorded Future has some great capabilities that should be examined in more detail. I have signed up for a premium account to Recorded Future and will be posting more thoughts on their capability in the near term.
 
 
 
 
 
 
 
 
 
 
 
 
 

 

 

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

How Data Analytics Is Reshaping Patient Financing Decisions
How Data Analytics Is Reshaping Patient Financing Decisions
Analytics Big Data Exclusive
AI driven big data company
How AI-Driven Workflows Are Changing the Way Companies Think About Data Risk
Artificial Intelligence Data Management Exclusive Risk Management
ai product development
Why Businesses Outsource AI Product Development Companies
Exclusive News
banking tools
The Fintech and Banking Tools Global Entrepreneurs Rely On
Fintech Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

project
AnalyticsBig DataBusiness IntelligenceInfographic

How Big Data For Project Management Is Changing The Industry

8 Min Read
big data vs business intelligence
AnalyticsBig DataBusiness Intelligence

Big Data Vs. Traditional Business Intelligence

6 Min Read
using predictive analytics
AnalyticsExclusivePredictive Analytics

How Wix Is Using Predictive Analytics To Deliver Top-Tier Websites

8 Min Read
Image
Text Analytics

Text Mining and Pronouns

5 Min Read

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

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

Quick Link

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

Sign in to your account

Username or Email Address
Password

Lost your password?