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<channel>
	<title>UMBC ebiquity</title>
	<atom:link href="http://ebiquity.umbc.edu/blogger/feed/" rel="self" type="application/rss+xml" />
	<link>http://ebiquity.umbc.edu/blogger</link>
	<description>EBB is the ebiquity research group\\\'s blog at the University of Maryland, Baltimore County (UMBC).  We focus on technologies that facilitate the design, implementation and control of distributed, intelligent information systems -- mobile and pervasive computing, ad hoc networking, multiagent systems, knowledge representation and reasoning, and the semantic web.  As the tides of technology ebb and flow, we hope the good ideas wash up on our beach and the bad ones drift back out to sea.</description>
	<lastBuildDate>Fri, 06 Nov 2009 20:51:37 +0000</lastBuildDate>
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		<title>RPI exports data.gov information as linked data</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/11/06/rpi-exports-data-gov-information-as-linked-data/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/11/06/rpi-exports-data-gov-information-as-linked-data/#comments</comments>
		<pubDate>Fri, 06 Nov 2009 20:50:51 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Semantic Web]]></category>
		<category><![CDATA[linked data]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2642</guid>
		<description><![CDATA[UMBC alumnus Joab Jackson has an article in Government Computer News, Tim Berners-Lee: Machine-readable Web still a ways off, reporting on the International Semantic Web Conference help outside of Washington DC at the end of October. The article uses data.gov to illustrate the challenges and opportunities for the Semantic Web.  Data.gov is a site [...]]]></description>
			<content:encoded><![CDATA[<p>UMBC alumnus Joab Jackson has an article in Government Computer News, <a href="http://gcn.com/Articles/2009/10/30/Berners-Lee-Semantic-Web.aspx">Tim Berners-Lee: Machine-readable Web still a ways off</a>, reporting on the International Semantic Web Conference help outside of Washington DC at the end of October. The article uses data.gov to illustrate the challenges and opportunities for the Semantic Web.  <a href="http://data.gov/">Data.gov</a> is a site whose purpose &#8220;is to increase public access to high value, machine readable datasets generated by the Executive Branch of the Federal Government.&#8221;</p>
<p>Jackson quotes Tim Berners-Lee</p>
<blockquote><p> &#8220;When you look at putting government data on the Web, one of the concerns is … to not just put it out there on Excel files on Data.gov,&#8221; he said. &#8220;You should put these things in&#8221; the Resource Description Framework.  </p></blockquote>
<p>and later describes a <a href="http://data-gov.tw.rpi.edu/wiki/The_Data-gov_Wiki">project at RPI</a> to republish information from data.gov in RDF leaded by another UMBC alumnus, <a href="http://www.cs.rpi.edu/~dingl/">Li Ding</a>.</p>
<blockquote><p> &#8220;Our goal is to make the whole thing shareable and replicable for others to re-use,&#8221; said project researcher Li Ding. By rendering data into RDF, it can be more easily interposed with other sets of data to create entirely new datasets and visualizations, Ding said. He showed a Google Map-based graphic that interposed RDF-versions of two different data sources from the Environmental Protection Agency, originally rendered in CSV files.  </p></blockquote>
<p><center><br />
<a href="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2009/11/600px-Data-gov-cloud-200910.png"><img src="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2009/11/600px-Data-gov-cloud-200910.png" alt="data.gov information as linked data" title="data.gov information as linked data" width="400" height="253" /></a></center></p>
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		<title>Computer Science cant get no respect in High School</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/11/05/computer-science-cant-get-no-respect-in-high-school/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/11/05/computer-science-cant-get-no-respect-in-high-school/#comments</comments>
		<pubDate>Thu, 05 Nov 2009 14:40:27 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[CS]]></category>
		<category><![CDATA[GENERAL]]></category>
		<category><![CDATA[Computer Science]]></category>
		<category><![CDATA[education]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2637</guid>
		<description><![CDATA[This post on the CACM Blog caught my eye and shows that we still have a long way to go before computing is taken seriously in US secondary education, let alone K-12.
 AP CS no Longer Counts for High School Graduation in Georgia (for now) 
&#8220;Up until September, Georgia and Texas were the (only) two [...]]]></description>
			<content:encoded><![CDATA[<p>This post on the <a href="http://cacm.acm.org/blogs/blog-cacm/">CACM Blog</a> caught my eye and shows that we still have a long way to go before computing is taken seriously in US secondary education, let alone K-12.</p>
<blockquote><p> <a href="http://cacm.acm.org/blogs/blog-cacm/49818">AP CS no Longer Counts for High School Graduation in Georgia (for now)</a> </p>
<p>&#8220;Up until September, Georgia and Texas were the (only) two states in the US that accepted a computer science course as fulfilling high school graduation requirements.  In Texas, the Advanced Placement Computer Science (AP CS) course fulfilled a mathematics requirement.  In Georgia, it fulfilled a fourth science course requirement.  As of October, however, Georgia has rescinded that decision. &#8230; &#8221; </p></blockquote>
<p>I wonder how other countries treat computing and informatics in primary and secondary education.</p>
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		<title>Dashboard shows data Google has about you</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/11/05/dashboard-shows-data-google-has-about-you/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/11/05/dashboard-shows-data-google-has-about-you/#comments</comments>
		<pubDate>Thu, 05 Nov 2009 13:46:22 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Google]]></category>
		<category><![CDATA[Privacy]]></category>
		<category><![CDATA[Semantic Web]]></category>
		<category><![CDATA[Social media]]></category>
		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2633</guid>
		<description><![CDATA[Google added a great new service, Dashboard, that summarizes data stored for a Google account &#8212; see MY ACCOUNT>PERSONAL SETTINGS>DASHBOARD. 

&#8220;Designed to be simple and useful, the Dashboard summarizes data for each product that you use (when signed in to your account) and provides you direct links to control your personal settings. Today, the Dashboard [...]]]></description>
			<content:encoded><![CDATA[<p>Google added a great new service, <a href="http://googleblog.blogspot.com/2009/11/transparency-choice-and-control-now.html">Dashboard</a>, that summarizes data stored for a Google account &#8212; see <a href="https://www.google.com/accounts/ServiceLogin?service=datasummary&#038;passive=900&#038;continue=https%3A%2F%2Fwww.google.com%2Fdashboard%2F&#038;followup=https%3A%2F%2Fwww.google.com%2Fdashboard%2F">MY ACCOUNT>PERSONAL SETTINGS>DASHBOARD</a>. </p>
<blockquote><p>
&#8220;Designed to be simple and useful, the Dashboard summarizes data for each product that you use (when signed in to your account) and provides you direct links to control your personal settings. Today, the Dashboard covers more than 20 products and services, including Gmail, Calendar, Docs, Web History, Orkut, YouTube, Picasa, Talk, Reader, Alerts, Latitude and many more. The scale and level of detail of the Dashboard is unprecedented, and we&#8217;re delighted to be the first Internet company to offer this — and we hope it will become the standard.&#8221;
</p></blockquote>
<p>This is a good move on Google&#8217;s part. But while there&#8217;s a lot of information included, it&#8217;s not everything that Google knows about you &#8212; e.g., data in cookies, click throughs data from search results and information from companies it&#8217;s acquired, like <a href="http://en.wikipedia.org/wiki/DoubleClick">Doublclick</a>.  Still, it is a big step in a positive direction.</p>
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		<title>Takoma Park uses Scantegrity voter verifiable voting system</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/11/04/takoma-park-uses-scantegrity-voter-verifiable-voting-system/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/11/04/takoma-park-uses-scantegrity-voter-verifiable-voting-system/#comments</comments>
		<pubDate>Wed, 04 Nov 2009 12:45:51 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Security]]></category>
		<category><![CDATA[Social media]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2620</guid>
		<description><![CDATA[Yesterday was the first time a truly voter verifiable voting system was used in any binding government election, thanks in part to work being carried out at UMBC&#8217;s Cyber Defense Lab under the direction of Alan Sherman.
Takoma Park, MD used the Scantegrity system for its municipal election after testing it in a mock election last [...]]]></description>
			<content:encoded><![CDATA[<p><img src="http://ebiquity.umbc.edu/blogger/wp-content/uploads/2009/11/voting_x220.jpg" alt="Scantegrity voter verifiable voting system" title="Scantegrity voter verifiable voting system" width="110" height="320" align="right" />Yesterday was the first time a truly voter verifiable voting system was used in any binding government election, thanks in part to work being carried out at UMBC&#8217;s <a href="http://www.cisa.umbc.edu/">Cyber Defense Lab</a> under the direction of <a href="http://www.cs.umbc.edu/~sherman/">Alan Sherman</a>.</p>
<p><a href="http://en.wikipedia.org/wiki/Takoma_Park,_Maryland">Takoma Park, MD</a> used the <a href="http://www.scantegrity.org/">Scantegrity system</a> for its municipal election after testing it in a mock election last April.  Technology Review has a story, <a href="http://www.technologyreview.com/web/23836/page2/">First Test for Election Cryptography</a>, that quotes Anne Sergeant, the chair of the Takoma Park board of elections</p>
<blockquote><p> &#8220;Before trying Scantegrity in an official election, the city held a mock vote in April to work out kinks in the system. In that test, she says, about 30 percent of participants went home and used the system to verify their votes. Sergeant says that Scantegrity representatives talked extensively with voters and election officials after the April test and have improved their system accordingly. &#8220;I hope we can provide an experience where people walk away and say, &#8216;That was awesome,&#8217;&#8221; she says. &#8220;It&#8217;s a goal to which we aspire.&#8221;  </p></blockquote>
<p>The Scantegrity system was created by a group of universities, including UMBC.  A voter uses a paper ballot marked with invisible ink, which is exposed with a special marker. That marker reveals a code, which the voter can then use to check online whether their vote was tabulated correctly.</p>
<p>Ben Adida has been auditing the election and documenting the process on his <a href="http://benlog.com/">blog</a>.</p>
<p>See also the ComputerWorld story, <a href="http://www.computerworld.com/s/article/9140285/E_voting_system_lets_voters_verify_their_ballots_are_counted">E-voting system lets voters verify their ballots are counted</a>, and <a href="http://wamu.org/news/09/11/04.php#29958">audio report</a> on WAMU.</p>
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		<title>New York Times publishes Linked Open Data</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/30/new-york-times-publishes-linked-open-data/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/30/new-york-times-publishes-linked-open-data/#comments</comments>
		<pubDate>Fri, 30 Oct 2009 18:00:40 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Ontologies]]></category>
		<category><![CDATA[RDF]]></category>
		<category><![CDATA[Semantic Web]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2612</guid>
		<description><![CDATA[Like many newspapers, the New York Times links the first mention of well known entitles in its articles to a reference page.  For example, a mention of Barack Obama links to a page which is a collection of basic information on President Obama and links to relevant stories and other resources that the Times [...]]]></description>
			<content:encoded><![CDATA[<p>Like many newspapers, the New York Times links the first mention of well known entitles in its articles to a reference page.  For example, a mention of Barack Obama links to a <a href="http://topics.nytimes.com/top/reference/timestopics/people/o/barack_obama/">page</a> which is a collection of basic information on President Obama and links to relevant stories and other resources that the Times has created.</p>
<p>Now the Times is also using RDF to publish some of information as linked open data.  Yesterday the Times <a href="http://open.blogs.nytimes.com/2009/10/29/first-5000-tags-released-to-the-linked-data-cloud/"> announced</a> the publication of an LOD collection covering about 5,000 people at <a href="http://data.nytimes.com/">http://data.nytimes.com/</a> under under a <a href="http://creativecommons.org/licenses/by/3.0/">Creative Commons 3.0 Attribution License</a> and plan to put their full collection of 30K topics online soon.</p>
<blockquote><p> &#8220;Over the last several months we have manually mapped more than 5,000 person name subject headings onto Freebase and DBPedia.  And today we are pleased to announce the launch of <a href="http://data.nytimes.com">http://data.nytimes.com</a> and the release of these 5,000 person name subject headings as <a href="http://linkeddata.org/">Linked Open Data</a>.<br />
&#8230;<br />
Over the next several months, we plan to expand <a href="http://data.nytimes.com">http://data.nytimes.com</a> to include each of the nearly 30,000 subject headings we use to power Times Topics pages, a collection that includes locations, organizations and descriptors in addition to person names.&#8221;</p></blockquote>
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		<title>Win $40K in the DARPA Network Challenge</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/29/win-40k-in-the-darpa-network-challenge/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/29/win-40k-in-the-darpa-network-challenge/#comments</comments>
		<pubDate>Fri, 30 Oct 2009 00:21:57 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Social media]]></category>
		<category><![CDATA[Web]]></category>
		<category><![CDATA[darpa]]></category>
		<category><![CDATA[internet]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2607</guid>
		<description><![CDATA[DARPA will hold the DARPA Network Challenge to explore how &#8220;broad-scope problems can be solved using Internet-based technologies.
 &#8220;To mark the 40th anniversary of the Internet, DARPA has announced the DARPA Network Challenge, a competition that will explore the role the Internet and social networking plays in the timely communication, wide area team-building and urgent [...]]]></description>
			<content:encoded><![CDATA[<p>DARPA will hold the <a href="http://networkchallenge.darpa.mil/">DARPA Network Challenge</a> to explore how &#8220;broad-scope problems can be solved using Internet-based technologies.</p>
<blockquote><p> &#8220;To mark the 40th anniversary of the Internet, DARPA has announced the DARPA Network Challenge, a competition that will explore the role the Internet and social networking plays in the timely communication, wide area team-building and urgent mobilization required to solve broad scope, time-critical problems.</p>
<p>The challenge is to be the first to submit the locations of ten moored, 8 foot, red weather balloons located at ten fixed locations in the continental United States. Balloons will be in readily accessible locations and visible from nearby roadways.&#8221;  </p></blockquote>
<p>According to the <a href="http://networkchallenge.darpa.mil/Rules.pdf">rules</a>, the balloons will be on display from 10:00AM to 4:00PM on Saturday, 5 December 2009.  A prize of $40,000 will be awarded to the first participant to submit the latitude and longitude of all ten weather balloons within the contest period, which ends on 14 December 2009.</p>
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		<title>OWL 2 becomes a W3C recommendation</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/27/owl-2-becomes-a-w3c-recommendation/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/27/owl-2-becomes-a-w3c-recommendation/#comments</comments>
		<pubDate>Wed, 28 Oct 2009 04:05:44 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[KR]]></category>
		<category><![CDATA[OWL]]></category>
		<category><![CDATA[Ontologies]]></category>
		<category><![CDATA[Semantic Web]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2603</guid>
		<description><![CDATA[OWL 2, the new version of the Web Ontology Language, officially became a W3C standard yesterday. From the W3C press release:
 &#8220;Today W3C announces a new version of a standard for representing knowledge on the Web. OWL 2, part of W3C&#8217;s Semantic Web toolkit, allows people to capture their knowledge about a particular domain (say, [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.w3.org/TR/owl2-overview/">OWL 2</a>, the new version of the Web Ontology Language, officially became a W3C standard yesterday. From the <a href="http://www.w3.org/2009/10/owl2-pr">W3C press release</a>:</p>
<blockquote><p> &#8220;Today W3C announces a new version of a standard for representing knowledge on the Web. OWL 2, part of W3C&#8217;s Semantic Web toolkit, allows people to capture their knowledge about a particular domain (say, energy or medicine) and then use tools to manage information, search through it, and learn more from it. Furthermore, as an open standard based on Web technology, it lowers the cost of merging knowledge from multiple domains.&#8221;  </p></blockquote>
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		<title>Prisoners Dilemma and the Golden Balls game show</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/25/prisoners-dilemma-and-the-golden-balls-game-show/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/25/prisoners-dilemma-and-the-golden-balls-game-show/#comments</comments>
		<pubDate>Mon, 26 Oct 2009 02:32:58 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Agents]]></category>
		<category><![CDATA[Social media]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2598</guid>
		<description><![CDATA[Golden Balls is a UK game show with a final round, Split or Steal, that is similar to the prisoner&#8217;s dilemma.  The two contestants have to simultaneously choose to split the prize or try to steal it.  If both choose split, they each get half.  If one chooses split and the other [...]]]></description>
			<content:encoded><![CDATA[<p><a href=http://en.wikipedia.org/wiki/Golden_Balls">Golden Balls</a> is a UK game show with a final round, <i>Split or Steal</i>, that is similar to the prisoner&#8217;s dilemma.  The two contestants have to simultaneously choose to split the prize or try to steal it.  If both choose split, they each get half.  If one chooses split and the other steal, than the stealer gets it all.  If they both choose steal, neither gets anything.  While the payoff matrix is not exactly that for the PD, it has a similar effect on the strategy.  Check out this <a href="http://www.youtube.com/watch?v=p3Uos2fzIJ0">video of a Split or Steal round</a> for £100,000.  (Spotted on Hacker News)</p>
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		<title>WolframAlpha releases API</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/16/wolframalpha-releases-api/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/16/wolframalpha-releases-api/#comments</comments>
		<pubDate>Fri, 16 Oct 2009 05:16:04 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[KR]]></category>
		<category><![CDATA[NLP]]></category>
		<category><![CDATA[Ontologies]]></category>
		<category><![CDATA[Semantic Web]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2589</guid>
		<description><![CDATA[Wolfram&#124;Alpha is an interesting query answering system developed by Wolfram Research that is a blend of a question answering system and a Semantic Web alternative.  It tries to interpret and answer queries expressed as a sequence of words from a large collection of interlinked tables.  Oh, and Mathematica is in thrown in for [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://en.wikipedia.org/wiki/Wolfram_Alpha">Wolfram|Alpha</a> is an interesting query answering system developed by Wolfram Research that is a blend of a <a href="http://en.wikipedia.org/wiki/Question_answering">question answering</a> system and a Semantic Web alternative.  It tries to interpret and answer queries expressed as a sequence of words from a large collection of interlinked tables.  Oh, and <a href="http://en.wikipedia.org/wiki/Mathematica">Mathematica</a> is in thrown in for free.  A free Web version was released last Spring.</p>
<p>The news today is that Wolfram|Alpha has released an API, as noted in their <a href="http://blog.wolframalpha.com/2009/10/15/the-wolframalpha-api-has-arrived/">blog</a>:</p>
<blockquote><p> &#8220;The API allows your application to interact with Wolfram|Alpha much like you do on the web—you send a web request with the same query string you would type into Wolfram|Alpha’s query box and you get back the same computed results. It’s just that both are in a form your application can understand. There are plenty of ways to tweak and control the results, as well.&#8221;  </p></blockquote>
<p>The <a href="http://products.wolframalpha.com/api/pricing.html">pricing plan</a> runs from $60/month for 1000 (6 cents a query) queries to $220K for up to 10M queries/month (2.2 cents a query).  programming <a href="http://products.wolframalpha.com/api/languagebindings.html">language bindings</a> are available for Java, PHP, Perl, Python, Ruby and .NET.</p>
<p>Their original web interface remains free, but the TOS specifies that it <o>&#8220;may be used only by a human being using a conventional web browser to manually enter queries one at a time.&#8221;<br />
</o></p>
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		<title>Gaydar, Facebook and privacy</title>
		<link>http://ebiquity.umbc.edu/blogger/2009/10/06/gaydar-facebook-and-privacy/</link>
		<comments>http://ebiquity.umbc.edu/blogger/2009/10/06/gaydar-facebook-and-privacy/#comments</comments>
		<pubDate>Tue, 06 Oct 2009 13:00:50 +0000</pubDate>
		<dc:creator>Tim Finin</dc:creator>
				<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Privacy]]></category>
		<category><![CDATA[Semantic Web]]></category>
		<category><![CDATA[Social media]]></category>
		<category><![CDATA[Datamining]]></category>
		<category><![CDATA[Facebook]]></category>
		<category><![CDATA[social graph]]></category>
		<category><![CDATA[social network]]></category>

		<guid isPermaLink="false">http://ebiquity.umbc.edu/blogger/?p=2583</guid>
		<description><![CDATA[In the Fall of 2007, two MIT students carried out a class project exploring how presumably private data could be inferred from an online social networking system.  Their experiment was to predict the sexual orientation of Facebook users who make their basic information public by analyzing friendship associations.  As reported in the Boston [...]]]></description>
			<content:encoded><![CDATA[<p>In the Fall of 2007, two MIT students carried out a class project exploring how presumably private data could be inferred from an online social networking system.  Their experiment was to predict the sexual orientation of Facebook users who make their basic information public by analyzing friendship associations.  As <a href="http://www.boston.com/bostonglobe/ideas/articles/2009/09/20/project_gaydar_an_mit_experiment_raises_new_questions_about_online_privacy/?page=full">reported</a> in the Boston Globe last month, the students&#8217; had not yet published their results.</p>
<p>Well, now they have &#8212; in the October issue of the First Monday, &#8220;one of the first openly accessible, peer–reviewed journals on the Internet&#8221;.</p>
<ul> Carter Jernigan and Behram F.T. Mistree, <a href="http://www.uic.edu/htbin/cgiwrap/bin/ojs/index.php/fm/article/view/2611/2302">Gaydar: Facebook friendships expose sexual orientation</a>, First Monday, v14, n10, October 2009.  </ul>
<p>The paper has a lot of detail on the methodology for collecting the data and how it was analyzed.  Here&#8217;s the abstract.</p>
<blockquote><p> &#8220;Public information about one’s coworkers, friends, family, and acquaintances, as well as one’s associations with them, implicitly reveals private information. Social networking Web sites, e–mail, instant messaging, telephone, and VoIP are all technologies steeped in network data — data relating one person to another. Network data shifts the locus of information control away from individuals, as the individual’s traditional and absolute discretion is replaced by that of his social network. Our research demonstrates a method for accurately predicting the sexual orientation of Facebook users by analyzing friendship associations. After analyzing 4,080 Facebook profiles from the MIT network, we determined that the percentage of a given user’s friends who self–identify as gay male is strongly correlated with the sexual orientation of that user, and we developed a logistic regression classifier with strong predictive power. Although we studied Facebook friendship ties, network data is pervasive in the broader context of computer–mediated communication, raising significant privacy issues for communication technologies to which there are no neat solutions.&#8221;  </p></blockquote>
<p>As we had previously <a href="http://ebiquity.umbc.edu/blogger/2009/09/20/project-gaydar-and-privacy-in-facebook-and-other-online-social-networking-systems/">noted</a>, this datamining exercise only accesses information that Facebook users explicitly choose to make public. The authors note that their analysis <em>&#8220;relies on public self–identification of same–gender interest in Facebook profiles as a sentinel value for LGB identity&#8221;</em>.  The privacy vulnerability is that the default setting for a Facebook account is that friendship relations are public and you can not control the privacy settings of your friends.  So if your leave your friend list public and many of your Facebook friends open up their profiles, it may be possible to draw reasonable inferences about your age, gender, political leanings, sexual preferences and other attributes.</p>
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