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<News hasArchived="false" page="2" pageCount="2" pageSize="10" timestamp="Sun, 26 Apr 2026 09:07:20 -0400" url="https://dev.my.umbc.edu/groups/ebiquity/posts.xml?page=2&amp;tag=datamining">
  <NewsItem contentIssues="true" id="3309" important="false" status="posted" url="https://dev.my.umbc.edu/groups/ebiquity/posts/3309">
  <Title>Recorded Future analyses streaming Web data to...</Title>
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    <![CDATA[
    <div class="html-content">Full Title: Recorded Future analyses streaming Web data to predict the future<p><a href="https://www.recordedfuture.com/" rel="nofollow external" class="bo">Recorded Future</a> is a Boston-based startup with backing from Google and <a href="http://www.iqt.org/" rel="nofollow external" class="bo">In-Q-Tel</a> uses sophisticated linguistic and statistical algorithms to extract time-related information from streams of Web data about entities and events.  Their goal is to help their clients to understand how the relationships between entities and events of interest are changing over time and make predictions about the future.</p>
    <a href="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2010/10/image015.png" rel="nofollow external" class="bo"><img src="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2010/10/image015.png" alt="Recorded Future system architecture" width="450" height="337" style="max-width: 100%; height: auto;"></a>
    <p>A recent Technology Review article, <a href="http://www.technologyreview.com/computing/26452/" rel="nofollow external" class="bo">See the Future with a Search</a>, describes it this way.</p>
    <blockquote><p>
    “Conventional search engines like Google use links to rank and connect different Web pages. Recorded Future’s software goes a level deeper by analyzing the content of pages to track the “invisible” connections between people, places, and events described online.<br>
       ”That makes it possible for me to look for specific patterns, like product releases expected from Apple in the near future, or to identify when a company plans to invest or expand into India,” says <a href="http://www.linkedin.com/in/christopherahlberg" rel="nofollow external" class="bo">Christopher Ahlberg</a>, founder of the Boston-based firm.<br>
       A search for information about drug company Merck, for example, generates a timeline showing not only recent news on earnings but also when various drug trials registered with the website <a href="http://clinicaltrials.gov/" rel="nofollow external" class="bo">clinicaltrials.gov</a> will end in coming years. Another search revealed when various news outlets predict that Facebook will make its initial public offering.<br>
       That is done using a constantly updated index of what Ahlberg calls “streaming data,” including news articles, filings with government regulators, Twitter updates, and transcripts from earnings calls or political and economic speeches. Recorded Future uses linguistic algorithms to identify specific types of events, such as product releases, mergers, or natural disasters, the date when those events will happen, and related entities such as people, companies, and countries. The tool can also track the sentiment of news coverage about companies, classifying it as either good or bad.”
    </p></blockquote>
    <p>Pricing for access to their online services and API starts at $149 a month, but there is a free <a href="https://www.recordedfuture.com/rf/signup/signup.jsp" rel="nofollow external" class="bo">Futures email alert service</a> through which you can get the results of some standing queries on a daily or weekly basis.  You can also explore the capabilities they offer through their page on the <a href="https://www.recordedfuture.com/senates/" rel="nofollow external" class="bo">2010 US Senate Races</a>.</p>
    <blockquote><p>
    “Rather than attempt to predict how the the races will turn out, we have drawn from our database the momentum, best characterized as online buzz, and sentiment, both positive and negative, associated with the coverage of the 29 candidates in 14 interesting races. This dashboard is meant to give the view of a campaign strategist, as it measures how well a campaign has done in getting the media to speak about the candidate, and whether that coverage has been positive, in comparison to the opponent.”</p></blockquote>
    <a href="https://www.recordedfuture.com/senates/" rel="nofollow external" class="bo"><img src="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2010/10/Screen-shot-2010-10-30-at-8.05.03-PM-300x128.png" alt="" width="300" height="128" style="max-width: 100%; height: auto;"></a>
    <p>Their <a href="http://blog.recordedfuture.com/" rel="nofollow external" class="bo">blog</a> reveals some insights on the technology they are using and much more about the business opportunities they see.  Clearly the company is leveraging named entity recognition, event recognition and sentiment analysis.  A short <a href="http://blog.recordedfuture.com/2010/03/13/recorded-future-%E2%80%93-a-white-paper-on-temporal-analytics/" rel="nofollow external" class="bo">A White Paper on Temporal Analytics</a> has some details on their overall approach.</p></div>
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  <Summary>Full Title: Recorded Future analyses streaming Web data to predict the future Recorded Future is a Boston-based startup with backing from Google and In-Q-Tel uses sophisticated linguistic and...</Summary>
  <Website>http://ebiquity.umbc.edu/blogger/2010/10/30/recorded-future-analyses-streaming-web-data-to-predict-the-future/</Website>
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  <Tag>ai</Tag>
  <Tag>datamining</Tag>
  <Tag>google</Tag>
  <Tag>machine-learning</Tag>
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  <Tag>semantic-web</Tag>
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  <PostedAt>Sat, 30 Oct 2010 20:09:05 -0400</PostedAt>
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  <NewsItem contentIssues="false" id="34" important="false" status="posted" url="https://dev.my.umbc.edu/groups/ebiquity/posts/34">
    <Title>Kaggle Aims to Host Data-Driven Machine Learning...</Title>
    <Body>
      <![CDATA[
          <div class="html-content">Full Title: Kaggle aims to host data-driven machine learning competitions
          
          <p><a href="http://kaggle.com/" rel="nofollow external" class="bo">Kaggle</a> is a site for data-related competitions in machine learning, statistics and econometrics.   Companies, researchers, government and other organizations will be able to post their modeling problems and invite researchers to compete to produce the best solutions. The <a href="http://demo.kaggle.com/" rel="nofollow external" class="bo">Kaggle demo site</a> currently has three example competitions to illustrate how it will work and expects to host the first real one in March.  Kaggle’s competition hosting service will be free, but the site says that it plans to “offer paid-for services in addition to its free competition hosting.”</p></div>
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    <Summary>Full Title: Kaggle aims to host data-driven machine learning competitions   Kaggle is a site for data-related competitions in machine learning, statistics and econometrics.   Companies,...</Summary>
    <Website>http://ebiquity.umbc.edu/blogger/2010/02/03/kaggle-aims-to-host-data-driven-machine-learning-competitions/</Website>
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    <Tag>datamining</Tag>
    <Tag>machine-learning</Tag>
    <Tag>semantic-web</Tag>
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    <PostedAt>Wed, 03 Feb 2010 06:36:55 -0500</PostedAt>
    <EditAt>Wed, 03 Feb 2010 06:36:55 -0500</EditAt>
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