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	<title>GigaOM &#187; crowdsourcing</title>
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		<title>GigaOM &#187; crowdsourcing</title>
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		<title>Crowdsourcing is here to stay &#8212; now it&#8217;s about building tools for networked journalism</title>
		<link>http://paidcontent.org/2013/05/14/crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism/</link>
		<comments>http://paidcontent.org/2013/05/14/crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism/#comments</comments>
		<pubDate>Tue, 14 May 2013 18:06:50 +0000</pubDate>
		<dc:creator>Mathew Ingram</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Atlantic Media]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Future of Media]]></category>
		<category><![CDATA[Jay Rosen]]></category>
		<category><![CDATA[journalism]]></category>
		<category><![CDATA[Mashable]]></category>
		<category><![CDATA[media]]></category>
		<category><![CDATA[Networked journalism]]></category>
		<category><![CDATA[NYU]]></category>
		<category><![CDATA[quartz]]></category>
		<category><![CDATA[social media]]></category>
		<category><![CDATA[Wall Street Journal]]></category>

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		<description><![CDATA[NYU journalism professor Jay Rosen says that many of the cultural barriers to doing "networked journalism" have been lowered, and he is trying to help media outlets develop smart tools and ways of making use of crowdsourcing.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=647124&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>As the media have become more social and thereby more &#8220;networked&#8221; &#8212; whether they like it or not &#8212; smart publishers like <em>The Guardian</em> and <em>ProPublica</em> have <a href="http://www.niemanlab.org/2009/06/four-crowdsourcing-lessons-from-the-guardians-spectacular-expenses-scandal-experiment/">taken advantage</a> of this phenomenon to <a href="http://gigaom.com/2012/10/10/lessons-in-how-to-crowdsource-journalism-from-propublica/">crowdsource knowledge</a> in a variety of ways. A decade or more after the concept started to become commonplace, the battle over whether it has journalistic value seems to have been mostly won. Now it is <a href="http://pressthink.org/2013/05/designs-for-a-networked-beat/">about developing a shared vocabulary</a> and methods for helping journalists do it.</p>
<p>New York University professor Jay Rosen has spent almost 15 years working on this idea, work that has included projects like <a href="http://archive.pressthink.org/2006/07/25/nadn_qa.html">NewAssignment.net in 2006</a> and a joint venture with The Huffington Post called OffTheBus, which originally launched in 2008 and had at least <a href="http://www.latimes.com/news/nationworld/nation/la-na-fowler7-2008jun07,0,4901600.story">one spectacular success</a>). More recently, he has built a kind of real-time journalism lab at NYU called Studio 20, and is helping his students not only develop new ideas for networked reporting, but work with a number of media companies <a href="http://studio20nyu.tumblr.com/post/50351221259/networked-reporting">to actually implement those ideas</a>.</p>
<h2 id="the-shock-of-inclusion-is-not-">The shock of inclusion is not as severe</h2>
<p>Rosen isn&#8217;t just leaving this to his students: he himself is also working on a joint venture with Quartz, the business site that is part of Atlantic Media, to explore the best ways to do &#8220;networked journalism&#8221; in real time &#8212; <a href="http://pandodaily.com/2013/05/13/quartz-and-nyus-studio-20-team-up-to-explore-networked-beats/">a venture he launched on Monday night</a>. In a somewhat unusual partnership that seems more like a consulting arrangement than a typical journalism-school role, Rosen asked Quartz for the &#8220;specs&#8221; of what they were looking for, and then tried to meet them.</p>
<blockquote class='twitter-tweet'><p>Sort of like a consultancy that gets paid in puzzles. My idea of journalism research: these &quot;specs&quot; from @<a href="https://twitter.com/qz">qz</a> editors. <a href="http://studio20nyu.tumblr.com/post/50345937508/specs"> studio20nyu.tumblr.com/post/503459375…</a>&mdash; <br />Jay Rosen  (@jayrosen_nyu) <a href='http://twitter.com/#!/jayrosen_nyu/status/334309094544535552' data-datetime='2013-05-14T14:07:53+00:00'>May 14, 2013</a></p></blockquote>
<p>In the specifications, <a href="http://studio20nyu.tumblr.com/post/50345937508/specs">Quartz says it wants</a> &#8220;to put together a suite of tools and techniques for quickly booting up a network around a fast-moving, ongoing global news story that cuts across traditional beat boundaries.&#8221; Gideon Lichfield, the site&#8217;s global news editor, has written in the past about how Quartz sees its reporters and writers as indulging in or exploring <a href="http://newsthing.net/2012/09/16/quartz-obsessions-phenomenology-of-news/">&#8220;obsessions&#8221; rather than typical beats</a>, and Rosen said it saw the need for new tools to do that.</p>
<p>In an IM interview (which is embedded in full below, with edits made for clarity) Rosen said that he believes the cultural barriers to seeing the crowd as having something to contribute to journalism &#8212; what media theorist Clay Shirky <a href="http://www.poynter.org/latest-news/106382/shirky-the-shock-of-inclusion-and-new-roles-for-news-in-the-fabric-of-society/">has called the &#8220;shock of inclusion&#8221;</a> &#8212; have been lowered somewhat, so there is less of a sales job for journalists who want to experiment with these approaches. </p>
<blockquote id="quote-that-is-less-of-a-fa"><p>&#8220;That is less of a factor than it was years ago. There are enough people who know what &#8216;readers know more than I do&#8217; means, and they have experience with the reality of it.&#8221;</p></blockquote>
<h2 id="remember-the-90-percent-rule">Remember the 90-percent rule</h2>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/01/1408711192_a83c4ae94e.png"><img src="http://gigaompaidcontent.files.wordpress.com/2013/01/1408711192_a83c4ae94e.png?w=150&#038;h=99" alt="Reporter" width="150" height="99"  class="alignleft size-thumbnail wp-image-223546" /></a></p>
<p>Rosen also said that there are enough journalists and others even in traditional newsrooms and media entities who are interested in new ways of reaching out to <a href="http://archive.pressthink.org/2006/06/27/ppl_frmr.html">what Rosen calls</a> &#8220;the people formerly known as the audience,&#8221; and are just looking for help. So Studio 20 has partnerships with outlets as varied as the Wall Street Journal, ProPublica and Mashable in which students work with the partner to develop and implement new tools and methods.</p>
<p>In terms of what media outlets need to know before they begin this process, Rosen said one important factor is knowing that whatever they do will be governed by the &#8220;90-percent rule&#8221; &#8212; a rule of thumb in social media that suggests most crowdsourcing projects <a href="http://en.wikipedia.org/wiki/1%25_rule_(Internet_culture)">will see about 1 percent of the participants</a> contribute heavily and 9 percent contribute somewhat, with 90 percent just &#8220;lurking.&#8221;</p>
<blockquote id="quote-90-percent-will-neve2"><p>&#8220;90 percent will never participate, so what do we have for them? 10 percent might engage, but you have to have the right ask, the right incentives, the right UI. One percent are your core contributors, but you have to find them, deeply engage them, compensate them. That is way harder than &#8216;let&#8217;s crowdsource this!&#8217;&#8221;</p></blockquote>
<h2 id="sources-can-now-go-direct">Sources can now go direct</h2>
<p>In some cases, compensation might be monetary, Rosen says &#8212; or it might take the form of other rewards (<em>The Guardian</em> and <em>ProPublica</em> have both <a href="http://gigaom.com/2012/10/10/lessons-in-how-to-crowdsource-journalism-from-propublica/">talked about their experiments</a> with crowdsourcing projects in the past, and what they have learned about how to structure them so that <a href="http://www.niemanlab.org/2009/06/four-crowdsourcing-lessons-from-the-guardians-spectacular-expenses-scandal-experiment/">people are encouraged to participate</a>). Mayhill Fowler eventually left the Huffington Post project in part because she wasn&#8217;t <a href="http://www.mayhillfowler.com/politics/why-i-left-the-huffington-post/">compensated for her work</a>.</p>
<p>Rosen also said that crowdsourcing doesn&#8217;t always have to involve building tools: for example, two of his students used Reddit threads (called sub-Reddits) and extracted information about specific topics that later turned into stories for Mashable.</p>
<p>The NYU journalism professor agreed that good beat reporters have always used some form of crowdsourcing in their work, but says it is much easier now to reach out and find high-quality sources of information in real time. And he added that there is one major difference between now and then: namely, that <a href="http://gigaom.com/2012/01/30/is-it-good-for-journalism-when-sources-go-direct/">sources can publish themselves and &#8220;go direct,&#8221;</a> as blogging pioneer Dave Winer has described it, and that changes the balance of power for journalists. If anything, he says, this makes the need for effective crowdsourcing even more acute.</p>
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<p><em>Post and thumbnail photos courtesy of Flickr users <a href="http://www.flickr.com/photos/mrtopf/4074083883/">Christian Scholz</a> and <a href="http://www.flickr.com/photos/yanrf/1408711192/">Jan Arief Purwanto</a></em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=647124&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=96396"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=96396" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=647124+crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism&utm_content=mathewingram">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/report/frenemy-mine-the-pros-and-cons-of-social-partnerships-for-online-media-companies/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=647124+crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism&utm_content=mathewingram">Frenemy mine: The pros and cons of social partnerships for online media companies</a></li><li><a href="http://pro.gigaom.com/report/content-monetization-news-licensing-and-syndication-still-need-marketplaces-and-infrastructure/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=647124+crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism&utm_content=mathewingram">Content monetization: News licensing and syndication still need marketplaces and infrastructure</a></li><li><a href="http://pro.gigaom.com/report/best-practices-in-optimizing-content-for-social-engagement/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=647124+crowdsourcing-is-here-to-stay-now-its-about-building-tools-for-networked-journalism&utm_content=mathewingram">Best practices in optimizing content for social engagement</a></li></ul>]]></content:encoded>
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		<slash:comments>2</slash:comments>
	
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			<media:title type="html">crowdsourcing</media:title>
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			<media:title type="html">Mathew</media:title>
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		<title>Google Glass crowdsources its internet connection thanks to Open Garden hack</title>
		<link>http://gigaom.com/2013/05/14/google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack/</link>
		<comments>http://gigaom.com/2013/05/14/google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack/#comments</comments>
		<pubDate>Tue, 14 May 2013 11:00:31 +0000</pubDate>
		<dc:creator>Kevin Fitchard</dc:creator>
				<category><![CDATA[ad hoc networking]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[hack]]></category>
		<category><![CDATA[mesh network]]></category>
		<category><![CDATA[Micha Benoliel]]></category>
		<category><![CDATA[shared connections]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=645012</guid>
		<description><![CDATA[Open Garden hopes to make Google Glass -- and any wearable computer -- a node on its growing crowdsourced mesh network, and it's asking for Google's help to make it happen.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=645012&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>As <a href="http://gigaom.com/2013/05/13/what-to-expect-for-chrome-and-android-at-google-io-2013/">Google I/O gets ready to kick off Wednesday</a>, there’s a lot of buzz about what’s in store for Glass, in particular which new apps Google will let onto the so far bare-bones platform. At least one developer, however, is vying for a spot on glass, but not to offer up any kind of new game or service. Instead Open Garden wants to change how Glass – and eventually any wearable &#8212; connects to the Internet.</p>
<p><a href="http://gigaom.com/2012/05/22/open-garden-lets-mobile-users-cultivate-a-crowdsourced-mesh-network/">Open Garden</a> is trying to build a mesh network for mobile devices that does away with the notion that a single device must connect to the internet through a pre-defined path. Instead it’s created tablet, smartphone and PC software that will allow their host devices <a href="http://gigaom.com/2013/03/04/open-garden-unleashes-the-full-force-of-its-crowdsourced-mobile-mesh-app/">to crowdsource their connections by forming ad hoc mesh networks</a> with other Open Garden devices. Collectively those clients determine which device or devices have the best connections to the internet – whether its 3G, 4G, Wi-Fi or Ethernet – and route traffic through those links.</p>
<p><a href="http://gigaom.com/?attachment_id=645016" rel="attachment wp-att-645016"><img  alt="Open Garden Google Glass" src="http://gigaom2.files.wordpress.com/2013/05/screen-shot-2013-05-13-at-10-58-57-pm2.png?w=708"   class="alignleft size-full wp-image-645016" /></a>It’s a hard notion for many people to grasp since we tend think of our connections as individual property, but Open Garden is trying to change that mindset. If everyone shares their connection, then everyone’s link to the network is optimized. Open Garden co-founder and CEO Micha Benoliel believes that Google Glass is an ideal candidate to demonstrate that principle.</p>
<p>Open Garden has succeeded in installing its networking software for Glass, which means the wearable can now act as a node in a larger mesh. The setup has an immediate advantage for Glass owners: they don’t need to pair Glass to their Android devices through Bluetooth or subscribe to a tethering plan from their operators. The Open Garden client makes the connection automatically over Wi-Fi.</p>
<p>But the bigger implication is that Glass could eventually become part of a larger networked community ranging far beyond its owner’s personal constellation of devices. A Glass user, for instance, might be able to leave his smartphone at home or in his office. Instead of losing connectivity, the Google headgear would search out other Open Garden devices – even other Glass units &#8212; hopping from node to node until it wended its way onto a mobile or broadband network.</p>
<p>To make its software work on Glass, Open Garden had to <a href="http://gigaom.com/2013/04/10/silicon-valleys-top-vcs-line-up-to-fund-google-glass-developers/">do more than just tap into the Mirror API</a>. Benoliel said Open Garden’s developers had to delve deeper into the Android kernel to gain access to its networking functions, which will make distributing its software all but impossible when Glass becomes generally available to the public. But Benoliel is hoping Google will see the advantage of making Glass part of the larger mesh and is lobbying the search giant to clear the way for its app.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=645012&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=32710"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=32710" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=645012+google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack&utm_content=kfitchard">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/12/what-to-watch-in-mobile-in-2013/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=645012+google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack&utm_content=kfitchard">What to watch in mobile in 2013</a></li><li><a href="http://pro.gigaom.com/report/survey-how-apps-can-solve-photo-management/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=645012+google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack&utm_content=kfitchard">Survey: How apps can solve photo management</a></li><li><a href="http://pro.gigaom.com/report/how-retailers-can-outdo-showrooming-with-in-store-wi-fi/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=645012+google-glass-crowdsources-its-internet-connection-thanks-to-open-garden-hack&utm_content=kfitchard">Why retailers should forget showrooming and turn to in-store Wi-Fi</a></li></ul>]]></content:encoded>
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			<media:title type="html">project glass google</media:title>
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			<media:title type="html">kfitchard</media:title>
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		<title>Three things that Reddit did right during the Boston bombings and why that matters</title>
		<link>http://paidcontent.org/2013/04/23/three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters/</link>
		<comments>http://paidcontent.org/2013/04/23/three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters/#comments</comments>
		<pubDate>Tue, 23 Apr 2013 20:46:55 +0000</pubDate>
		<dc:creator>Mathew Ingram</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Boston]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Future of Media]]></category>
		<category><![CDATA[journalism]]></category>
		<category><![CDATA[mainstream media outlets]]></category>
		<category><![CDATA[media]]></category>
		<category><![CDATA[media entity]]></category>
		<category><![CDATA[raju narisetti]]></category>
		<category><![CDATA[Reddit]]></category>
		<category><![CDATA[social networks]]></category>
		<category><![CDATA[social-media editors]]></category>
		<category><![CDATA[the Boston Marathon]]></category>
		<category><![CDATA[The New York Post]]></category>

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		<description><![CDATA[While much of the attention during and after the Boston bombings focused on how one Reddit thread got things wrong, there were other important parts of the community that were doing good -- and even doing something approaching journalism.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=633692&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Although mainstream media outlets like CNN and the <em>New York Post</em> have come under plenty of fire for the way they handled information during the Boston bombings (Reuters even fired one of its social-media editors), <a href="http://newsosaur.blogspot.ca/2013/04/citizen-journalism-ran-amok-in-boston.html">much of the attention has focused on</a> what Reddit got wrong &#8212; in part because it seems to puncture many of the hopes and dreams about the value of &#8220;crowdsourced journalism.&#8221; Reddit&#8217;s general manager <a href="http://blog.reddit.com/2013/04/reflections-on-recent-boston-crisis.html">has even apologized for the community&#8217;s behavior</a>. But before we throw Reddit completely under the bus, I think it&#8217;s worth looking at what the network got right and why that matters.</p>
<p>Some of the commentary about Reddit and the bombings has made it seem as though all of Reddit was engaged <a href="http://www.theatlantic.com/technology/archive/2013/04/hey-reddit-enough-boston-bombing-vigilantism/275062/">in a massive &#8220;witch hunt&#8221; to find the identity</a> of the suspects in Boston. But the reality is that other parts of Reddit were doing things that were much more valuable, and I think we shouldn&#8217;t lose sight of that. So here are a few things that I think Reddit got right:</p>
<ul>
<li><strong>It collected verified information</strong>: There were multiple Reddit threads that did nothing but <a href="http://www.reddit.com/r/inthenews/comments/1clofg/boston_marathon_explosion_live_update_thread_16/">curate or aggregate information</a> about the bombings, including links to police reports, news articles and other sources. These threads also <a href="http://www.reddit.com/r/boston/comments/1cf5wp/2013_boston_marathon_attacks_please_upload_any/">helped collect photos</a> and video clips of the Boston marathon that might have contained useful information &#8212; and asked anyone with that information to also send those photos and clips to the authorities.</li>
<li><strong>It helped people who wanted to help</strong>: A number of the threads early on in the aftermath contained <a href="http://www.reddit.com/r/inthenews/comments/1cfdwa/boston_marathon_explosions_live_update_thread_4/">lists of all the things that users could do</a> if they wanted to assist not just the investigation but the people who had been injured &#8212; from links to Google&#8217;s Person Finder and the Red Cross help line to information on where to pick up bags left at the scene, or airlines who had changed their policies on cancelling flights as a result of the attacks.</li>
<li><strong>It helped to verify facts</strong>: In most of the information-gathering threads, there is real-time verification of the info occurring, as users challenge other users to prove their claims. It is almost identical to the discussion that occurs on a Wikipedia &#8220;talk&#8221; page, in which editors try to verify the information that is being posted to an entry. Multiple updates occur within minutes of each other, and each one is marked with the time and any edits that took place.</li>
</ul>
<h2 id="is-reddit-capable-of-journalis">Is Reddit capable of journalism? Yes</h2>
<p>Even Reddit itself posted <a href="https://twitter.com/mathewi/status/325282567572054016">a disclaimer on one of its threads</a> that said it isn&#8217;t trying to be a media entity, and that what it does isn&#8217;t journalism. And the user who created the &#8220;Find Boston Bombers&#8221; sub-Reddit or thread told <em>The Atlantic</em> that <a href="http://www.theatlanticwire.com/national/2013/04/reddit-find-boston-bombers-founder-interview/64455/">he doesn&#8217;t think of it as journalism either</a>, and that no one should ever rely on such threads as a source because there is so much conflicting information flying around. He also admitted that the attempt to identify the bombers from photos was &#8220;a disaster.&#8221;</p>
<p>So if even Reddit itself doesn&#8217;t claim to be producing journalism, <a href="http://paidcontent.org/2013/04/19/reddit-boston-journalism-gets-better-when-more-people-are-doing-it/">why do I keep saying it is</a>? Because I think Reddit and Twitter and other social tools are broadening the concept of journalism. Some, like my friend Raju Narisetti from News Corp., believe that we <a href="http://twitter.com/rajunarisetti/status/326124945031712768">should call this kind of thing something else</a> &#8212; like that horrible term &#8220;user-generated content&#8221; &#8212; and leave the term journalism for things that are produced by professionals who are held to standards (although some might question whether the <em>New York Post</em> fits that description).</p>
<blockquote class='twitter-tweet'><p>@<a href="https://twitter.com/mathewi">mathewi</a> you should fear. Find a new definition for non-journalism and use it. Why call ugc, crowds as journalism. It isnt.&mdash; <br />Raju Narisetti (@rajunarisetti) <a href='http://twitter.com/#!/rajunarisetti/status/326124945031712768' data-datetime='2013-04-22T00:07:00+00:00'>April 22, 2013</a></p></blockquote>
<p>In a nutshell, I believe that journalism is being atomized &#8212; that is, <a href="http://www.ojr.org/networked-journalism-will-move-value-from-brand-to-contribution/">broken down into its component parts</a>. One of those is the news-gathering function, whether it&#8217;s from eyewitnesses or just on-the-ground observation. This part of journalism can and is being done by anyone, thanks to what Om has called the <a href="http://gigaom.com/2011/05/10/the-distribution-democracy-and-the-future-of-media/">&#8220;democratization of distribution,&#8221;</a> and it can be hugely valuable. And the verification function has also been outsourced, so that <a href="http://paidcontent.org/2013/03/24/citizen-journalism-at-work-unemployed-british-man-becomes-syrian-weapons-expert/">people like Eliot Higgins can play a key role</a> in identifying Syria weapons without leaving their apartment.</p>
<p>Reddit may have failed badly in one specific thread, and that is unfortunate. But other parts of the site have and continue to perform valuable functions that I see as <a href="http://blogs.seattletimes.com/monica-guzman/2013/04/20/were-all-journalists-now/">part of the broader landscape or ecosystem</a> of networked journalism. Instead of focusing just on the downside of that community, we should be thinking about how to take advantage of it &#8212; how to turn a negative feedback loop into a positive one.</p>
<p><em>Post and thumbnail photo courtesy of <a href="http://www.shutterstock.com/gallery-67923p1.html">Shutterstock / wellphoto K</a></em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=633692&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=8377"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=8377" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=633692+three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters&utm_content=mathewingram">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/report/content-monetization-news-licensing-and-syndication-still-need-marketplaces-and-infrastructure/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=633692+three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters&utm_content=mathewingram">Content monetization: News licensing and syndication still need marketplaces and infrastructure</a></li><li><a href="http://pro.gigaom.com/report/frenemy-mine-the-pros-and-cons-of-social-partnerships-for-online-media-companies/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=633692+three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters&utm_content=mathewingram">Frenemy mine: The pros and cons of social partnerships for online media companies</a></li><li><a href="http://pro.gigaom.com/report/sector-roadmap-content-personalization-in-2013/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=633692+three-things-that-reddit-did-right-during-the-boston-bombings-and-why-that-matters&utm_content=mathewingram">Sector RoadMap: Content personalization in 2013</a></li></ul>]]></content:encoded>
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		<slash:comments>13</slash:comments>
	
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			<media:title type="html">journalism</media:title>
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			<media:title type="html">Mathew</media:title>
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		<title>Reddit + Boston: Journalism gets better when more people are doing it</title>
		<link>http://paidcontent.org/2013/04/19/reddit-boston-journalism-gets-better-when-more-people-are-doing-it/</link>
		<comments>http://paidcontent.org/2013/04/19/reddit-boston-journalism-gets-better-when-more-people-are-doing-it/#comments</comments>
		<pubDate>Fri, 19 Apr 2013 15:21:54 +0000</pubDate>
		<dc:creator>Mathew Ingram</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Boston]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Future of Media]]></category>
		<category><![CDATA[journalism]]></category>
		<category><![CDATA[media]]></category>
		<category><![CDATA[New York Post]]></category>
		<category><![CDATA[Reddit]]></category>
		<category><![CDATA[social media]]></category>
		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://paidcontent.org/?p=228034</guid>
		<description><![CDATA[While both Twitter and Reddit have come under fire for distributing incorrect information about the Boston bombings, mainstream outlets have done so as well. In a real-time news environment, having more sources is ultimately better.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=632611&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>We&#8217;ve already talked about how <a href="http://paidcontent.org/2013/04/15/twitter-shows-how-the-news-is-made-and-its-not-pretty-but-its-better-that-we-see-it/">Twitter has changed the way</a> that real-time journalism functions during news events like the Boston bombings, by taking all the editorial activity that usually happens behind the scenes in newsrooms &#8212; the speculation, the fact-checking, and so on &#8212; and pushing it out into the open where anyone can take part in it. But it&#8217;s not just Twitter, of course: as we&#8217;ve seen this week, <a href="http://blogs.lse.ac.uk/polis/2013/04/19/boston-just-another-day-in-the-news-revolution/">other social platforms like Reddit</a> are also playing a growing role. Is that good or bad? As with most things on the internet, there&#8217;s plenty of both.</p>
<p>Within hours of the explosions in Boston, members of the Reddit community had created <a href="http://www.reddit.com/r/findbostonbombers/">a thread (or sub-Reddit) about the incident</a>, in an attempt to identify potential suspects. Users posted photos that had been published online or submitted by onlookers and analyzed video clips, piecing together clues like a specific kind of zipper that was used on a backpack found at the scene. Eventually, two potential suspects were identified &#8212; including one who <a href="http://www.nydailynews.com/news/national/hs-track-star-speaks-didn-article-1.1320766">posted a message on Facebook</a> about his innocence.</p>
<h2 id="plenty-of-mistakes-to-go-aroun">Plenty of mistakes to go around</h2>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/01/5282805183_b997f56d90_z.jpg"><img src="http://gigaompaidcontent.files.wordpress.com/2013/01/5282805183_b997f56d90_z.jpg?w=150&#038;h=101" alt="Reddit stickers" width="150" height="101"  class="alignleft size-thumbnail wp-image-222977" /></a></p>
<p>After some more investigation and crowdsourced information gathering, users on the Reddit thread seemed more or less convinced that the two were not likely to be the actual bombers, and eventually declared them &#8220;cleared.&#8221; Meanwhile, the <em>New York Post</em> <a href="http://www.cjr.org/the_audit/the_new_york_posts_disgrace.php">identified the same two people as potential suspects</a> and published their photos on the front page (both suspects have now been identified &#8212; one was reportedly shot by police on Friday and as of mid-afternoon on Friday the other was said to be on the run).</p>
<p>Alexis Madrigal at <em>The Atlantic</em> <a href="http://www.theatlantic.com/technology/archive/2013/04/hey-reddit-enough-boston-bombing-vigilantism/275062/">wrote that the process taking place on Reddit amounted to</a> &#8220;vigilantism,&#8221; and was reprehensible, and warned against encouraging untrained people to try and determine the validity of forensic evidence after such an event. But is what happened on Reddit so bad? And is it any worse than what the traditional media have done in similar situations? I&#8217;m not convinced.</p>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/04/tomwatsontweet.png"><img src="http://gigaompaidcontent.files.wordpress.com/2013/04/tomwatsontweet.png?w=708" alt="tomwatsontweet"    class="aligncenter size-full wp-image-228036" /></a></p>
<p>Yes, users of Reddit made mistakes &#8212; plenty of them, including <a href="http://www.newstatesman.com/world-affairs/2013/04/reddit-boston-and-missing-student">identifying the wrong person as a suspect a second time</a> on Thursday after erroneous information emerged from police scanners and other sources, something which caused <a href="https://www.facebook.com/pages/Help-Us-Find-Sunil-Tripathi/403275636436466">a considerable amount of grief</a> for a young man&#8217;s family and led to <a href="http://www.reddit.com/r/findbostonbombers/comments/1co7kp/mod_note_despite_what_was_allegedly_overheard_on/">an apology posted</a> on Reddit by a moderator. </p>
<p>But it should be noted that CNN and the NY Post have made plenty of mistakes as well, something Ryan Chittum of the <em>Columbia Journalism Review</em> doesn&#8217;t really mention in his post about <a href="http://www.cjr.org/the_audit/on_a_wild_night_of_news_a_rema.php">how brilliant the traditional media was and how wrong Reddit has been</a>. The larger point is that this isn&#8217;t an either/or situation &#8212; crowdsourcing is valuable, and has been valuable for journalism and will continue to be. This is admittedly not an example of it at its finest.</p>
<p>Remember when we didn&#8217;t think random people putting together an encyclopedia would ever work? And yet it has &#8212; in part because it has a lot more structure than Reddit or 4chan. And those sites would probably be a lot more useful in these cases if people <a href="http://blogs.lse.ac.uk/polis/2013/04/19/boston-just-another-day-in-the-news-revolution/">spent more time thinking and less time typing</a>. But that doesn&#8217;t negate the value they can provide. The idea of using the knowledge and resources of the crowd is the whole point behind Guardian <a href="http://paidcontent.org/2013/04/18/takeaways-from-paidcontent-live-paywalls-sponsored-content-and-massive-disruption/">editor-in-chief Alan Rusbridger&#8217;s &#8220;open journalism,&#8221;</a> and it is a force we need to figure out how to tame, not dismiss as irrelevant based on one incident.</p>
<h2 id="open-journalism-works-better">Open journalism works better</h2>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/01/1408711192_a83c4ae94e.png"><img src="http://gigaompaidcontent.files.wordpress.com/2013/01/1408711192_a83c4ae94e.png?w=150&#038;h=99" alt="Reporter" width="150" height="99"  class="alignleft size-thumbnail wp-image-223546" /></a></p>
<p>Am I calling what Reddit has been doing since the Boston bombings journalism? Yes. It may not encompass the entirety of what we know as journalism, and it is clearly flawed, but it is certainly an important aspect of it &#8212; just as Eliot Higgins, an unemployed British accountant, is performing a valuable journalistic act (one that <em>New York Times</em> writer C.J. Chivers has recognized) in <a href="http://paidcontent.org/2013/03/24/citizen-journalism-at-work-unemployed-british-man-becomes-syrian-weapons-expert/">verifying smuggled weapons in Syria by watching hundreds of hours</a> of YouTube videos every day, even though no one is paying him to do so.</p>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/04/monicaguzmantweet.png"><img src="http://gigaompaidcontent.files.wordpress.com/2013/04/monicaguzmantweet.png?w=708" alt="monicaguzmantweet"    class="aligncenter size-full wp-image-228038" /></a></p>
<p>Will Oremus at Slate makes <a href="http://www.slate.com/articles/technology/technology/2013/04/findbostonbombers_reddit_vs_the_media_in_search_for_boston_bombing_suspects.single.html">a fairly persuasive argument that Reddit has in some cases been</a> *more* responsible in its attempts to identify the individuals than some traditional sources, including the <em>Post</em>. This kind of crowdsourced fact-checking and verification of evidence has been going on for years &#8212; it&#8217;s just more mainstream now. And anyone looking for evidence of someone jumping the gun and encouraging vigilantism doesn&#8217;t have to <a href="http://www.businessinsider.com/cnn-boston-marathon-bombings-reports-retraction-correction-2013-4">look any further than CNN</a>.</p>
<p>When I wrote recently about the benefits of having journalism occur out in the open, journalism teacher Steve Fox and others <a href="https://twitter.com/stevejfox/status/324158073444921344">said I didn&#8217;t spend enough time</a> on the need for verification, and maybe I didn&#8217;t, but I believe this also should be done out in the open. In fact, one of the benefits to doing so is the ability to have more eyes on the information at hand &#8212; thereby <a href="http://paidcontent.org/2013/04/15/twitter-shows-how-the-news-is-made-and-its-not-pretty-but-its-better-that-we-see-it/">making it easier to filter out the noise</a> and find the signal, or triangulate the truth. As Jay Rosen has said, journalism gets better <a href="http://pressthink.org/2011/04/what-i-think-i-know-about-journalism/">the more people there are doing it</a>. And that includes Reddit.</p>
<p><a href="http://gigaompaidcontent.files.wordpress.com/2013/04/mattberniustweet.png"><img src="http://gigaompaidcontent.files.wordpress.com/2013/04/mattberniustweet.png?w=708" alt="mattberniustweet"    class="aligncenter size-full wp-image-228037" /></a></p>
<p><em>Post and thumbnail photo courtesy of Flickr users <a href="http://www.flickr.com/photos/mrtopf/4074083883/">Christian Scholz</a> and <a href="http://www.flickr.com/photos/evablue/5282805183/in/photostream/">Eva Blue</a> and <a href="http://www.flickr.com/photos/yanrf/1408711192/">Jan-Arief Purwanto</a></em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=632611&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=423980"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=423980" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=632611+reddit-boston-journalism-gets-better-when-more-people-are-doing-it&utm_content=mathewingram">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/report/frenemy-mine-the-pros-and-cons-of-social-partnerships-for-online-media-companies/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=632611+reddit-boston-journalism-gets-better-when-more-people-are-doing-it&utm_content=mathewingram">Frenemy mine: The pros and cons of social partnerships for online media companies</a></li><li><a href="http://pro.gigaom.com/report/content-monetization-news-licensing-and-syndication-still-need-marketplaces-and-infrastructure/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=632611+reddit-boston-journalism-gets-better-when-more-people-are-doing-it&utm_content=mathewingram">Content monetization: News licensing and syndication still need marketplaces and infrastructure</a></li><li><a href="http://pro.gigaom.com/report/best-practices-in-optimizing-content-for-social-engagement/?utm_source=media&utm_medium=editorial&utm_campaign=auto3&utm_term=632611+reddit-boston-journalism-gets-better-when-more-people-are-doing-it&utm_content=mathewingram">Best practices in optimizing content for social engagement</a></li></ul>]]></content:encoded>
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		<title>How to make your mark in professional basketball at 5&#8242; 9&#8243;</title>
		<link>http://gigaom.com/2013/03/29/how-to-make-your-mark-in-professional-basketball-at-5-9/</link>
		<comments>http://gigaom.com/2013/03/29/how-to-make-your-mark-in-professional-basketball-at-5-9/#comments</comments>
		<pubDate>Fri, 29 Mar 2013 21:00:52 +0000</pubDate>
		<dc:creator>Derrick Harris</dc:creator>
				<category><![CDATA[analytics]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[Krossover]]></category>
		<category><![CDATA[sports]]></category>
		<category><![CDATA[video]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=625651</guid>
		<description><![CDATA[Vasu Kulkarni isn't an NBA star; he couldn't even make an Ivy League basketball team. But Kulkarni's startup Krossover is trying to change the nature of coaching, scouting and even fandom by testing people's on-the-field sports intelligence.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=625651&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Growing up in India, <a href="http://www.vasukulkarni.com/">Vasu Kulkarni</a> was the self-proclaimed &#8220;biggest basketball fan in the world.&#8221; He watched a lot and he played a lot. He dreamed, like so many kids around the world, of playing professional basketball.</p>
<p>When he headed off to college at the University of Pennsylvania, Kulkarni tried out for the team. He was 5-feet, 9-inches and weighed 130 pounds. He didn&#8217;t make it.</p>
<p>But Kulkarni would find another path to basketball success. He never got to don a Dallas Mavericks or Houston Rockets hat on draft day, but he did get a shot to hobnob &#8212; and impress &#8212; Mavericks owner Mark Cuban and Rockets General Manager Daryl Morey at this year&#8217;s <a href="http://www.sloansportsconference.com/">MIT Sloan Sports Analytics Conference</a>.</p>
<p>Kulkarni technically studied computer engineering and entrepreneurship but, he joked when I asked the question, &#8220;I like to say <em>basketball.</em>&#8221; Even though it doesn&#8217;t appear on his transcripts, there&#8217;s no denying he did his hardcourt homework.</p>
<h2 id="no-budget-no-problem">No budget, no problem</h2>
<p>Although he didn&#8217;t make the varsity basketball team, Kulkarni did play junior varisty ball at Penn &#8212; and in doing so spotted a golden opportunity. Penn is the ninth-winningest college basketball program of all time, but it&#8217;s no longer a powerhouse and, Kulkarni noted, Ivy League schools simply do not fund athletic programs like some other Division I universities do. There wasn&#8217;t a whole video department dedicated solely to processing and analyzing game film. Kulkarni watched the head coach prep for games largely by himself, poring over film to find a few shining examples of good or bad plays that could serve as teaching points.</p>
<p>And then a lightbulb went off for Kulkarni: There must be a whole lot of small colleges and high schools suffering from the same problem. So, in 2008, he launched <a href="http://www.krossover.com">Krossover</a>.</p>
<p>The company&#8217;s flagship service is pretty self-explanatory. Coaches upload their game film after each game. Krossover&#8217;s team of hundreds of college students gets to work breaking it down. When the coach wakes up, the last night&#8217;s game is online and he can examine just about anything he wants &#8212; statistics, individuals plays, where on the field or court most of the action took place. It quite literally analyzes everything that&#8217;s quantifiable, and in some cases visualizable, by studying game film. (You can <a href="http://www.krossover.com/intelligence/share/public?key=I%BD%C7%00%99%D6%28%08e4%80%B8%24%D7A%E1%C9%A4%EB%19%B9%038%A1%93%3A%9B%F7%2B%D7z%AA">experiment with it yourself here</a>.)</p>
<div id="attachment_625711" class="wp-caption aligncenter" style="width: 718px"><a href="http://gigaom2.files.wordpress.com/2013/03/visualize.jpg"><img  alt="Krossover's shot chart." src="http://gigaom2.files.wordpress.com/2013/03/visualize.jpg?w=708&#038;h=424" width="708" height="424" class="size-large wp-image-625711" /></a><p class="wp-caption-text">Krossover&#8217;s shot chart.</p></div>
<p>That&#8217;s really cool if you&#8217;re a high-school or lower-level college coach &#8212; and Kulkarni said more than 1,000 of them currently use Krossover &#8212; but it&#8217;s probably not going to impress too many professional or big-time college coaches. It&#8217;s certainly not going to impress the sports-stats superstars that flock to the MIT conference every year. To reach this audience, Krossover needed something new.</p>
<h2 id="are-you-smarter-than-kevin-dur">Are you smarter than Kevin Durant? (Hint: No)</h2>
<p>Hence the startup&#8217;s latest idea, an iOS app for testing people&#8217;s on-the-court sports knowledge, called sIQ (or sports IQ). Kulkarni said the inspiration for sIQ came while watching Krossover board member and then-head of analytics for the Oklahoma City Thunder NBA franchise Ben Alamar talk about the differences in brain activity between weekend warriors and professional athletes. The biggest is that while wannabe pros make conscious decisions about what to do next, professional athletes just react &#8212; they see and they do without hesitation.</p>
<div id="attachment_625725" class="wp-caption alignright" style="width: 210px"><a href="http://gigaom2.files.wordpress.com/2013/03/vasu-1.jpg"><img  alt="Can Kevin Durant do this? Source: Krossover" src="http://gigaom2.files.wordpress.com/2013/03/vasu-1.jpg?w=200&#038;h=300" width="200" height="300" class="size-medium wp-image-625725" /></a><p class="wp-caption-text">Can Kevin Durant do this? Source: Krossover</p></div>
<p>When you&#8217;re measuring someone&#8217;s sports IQ, the faster and more-accurately they react, the smarter &#8212; in theory &#8212; they are. Kulkarni&#8217;s first question to Alamar upon hearing this: &#8220;Can I take this test and if I do better than Kevin Durant can I get a 10-day contract?&#8221;</p>
<p>Funny, yes, but also telling about the mentality of guys who watch a lot of sports &#8212; and, like Kulkarni, might still play a lot &#8212; and hold out hope in the back of their minds they&#8217;re in some way on par with professional athletes. Kulkarni had a hunch the app would go over well at the MIT Sloan event, which is full of, as he described them (and, by proxy, himself and me) &#8220;a bunch of sports nerds who probably can&#8217;t play worth a damn but know everything about sports.&#8221; They could settle a lot of bets over who&#8217;s a smarter athlete by watching plays unfold on an iPhone, then when video pauses, predicting the outcome.</p>
<p>So, he told one his developers to take two weeks earlier this year and get something ready for the conference, which took place the first week of March. While there, the Krossover team met Daryl Morey, a former Wall Street quant turned Houston Rockets general manager &#8212; an extreme version of <em>Moneyball </em>inspiration Billy Beane in that Morey has no basketball experience and relies almost solely on numbers to make his decisions. He loved the app and quickly dragged over Dallas Mavericks owner (and entrepreneur and investor and blogger) Mark Cuban to play with it. At NBA All-Star Weekend in February, <a href="https://twitter.com/BillSimmons">ESPN basketball columnist Bill Simmons</a> played sIQ. Poorly.</p>
<p>By contrast, when Kulkarni gave sIQ to a 15-year-old basketball phenom at the gym where they both play, the kid got the highest scores Kulkarni had ever seen. And not only did he answer correctly, his average response time was about 1 second &#8212; about 4 times faster than the guys at Sloan were able to respond.</p>
<p>The fact that it works, as evidenced by the teenage natural&#8217;s performance, has some NBA and NFL executives already spotting an opportunity in sIQ. Professional teams &#8212; including Alamar&#8217;s new employer, the Cleveland Cavaliers &#8212; are testing it out as a method to gauge college players&#8217; sports IQs as part of the draft preparation and to train players to react better by using with the app as a way to predict what will happen next in any given situation.</p>
<p>Maybe, Kulkarni suggested, sIQ could become part of the highly publicized NFL Combine and replace the controversial Wonderlick test for gauging draft prospects&#8217; intelligence. It should almost certainly provide a more-compelling platform for high-school coaches trying to get their athletes to study game film.</p>
<p>The positive feedback has Krossover building sIQ as a platform rather than as a just an app. Yes, sports fans will be able to download it and test their IQs, but the company also hopes to build versions specifically for applications like testing and training real athletes. It will start off in basketball, but sports like football, volleyball, soccer, wrestling, boxing and maybe even mixed martial arts are on the horizon.</p>
<h2 id="taking-analytics-from-the-fron">Taking analytics from the front office to the field</h2>
<p>And whether or not sIQ turns out to be the game-changer Krossover hopes it will be, the company seems to be on the right path. Sports analytics is becoming a huge business, but primarily in the front office where executives are trying to figure out who they want on their teams and how much they&#8217;re willing to pay. <a href="http://gigaom.com/2013/03/25/espn-should-just-hire-nate-silver-already/">Handicapping the annual NCAA March Madness basketball tournament</a> is a popular pastime, too. (As evidence of how hot the space is right now, Kulkarni said Krossover has raised $4.5 million primarily through angel investors &#8212; including some professional athletes &#8212; who want to get in on what they see as a sexy business.)</p>
<div id="attachment_625712" class="wp-caption alignleft" style="width: 310px"><a href="http://gigaom2.files.wordpress.com/2013/03/likelihood-of-getting-1st-down-by-play-type21.png"><img  alt="Statwing breaks down the NFL." src="http://gigaom2.files.wordpress.com/2013/03/likelihood-of-getting-1st-down-by-play-type21.png?w=300&#038;h=186" width="300" height="186" class="size-medium wp-image-625712" /></a><p class="wp-caption-text">Statwing breaks down the NFL.</p></div>
<p>However, as I noted <a href="http://gigaom.com/2013/03/17/statwing-wants-to-make-your-data-and-armchair-quarterback-dreams-come-true/">when profiling Statwing recently</a> (its full-time-statistician and part-time-sports-geek founders recently uploaded a trove of NFL data for people to play around with), the analytic mindset has yet to trickle down to the coach&#8217;s office in most situations and affect decisions such as what type of play to call in what situations. Aside from golf, perhaps, it certainly hasn&#8217;t made its way onto the field of play to actually improve players&#8217; performance.</p>
<p>And that was Kulkarni&#8217;s major takeaway from the MIT Sloan conference this year: while teams and companies like his are collecting &#8220;an obscene amount&#8221; of data on every single aspect of nearly every single sport, they&#8217;re struggling to find ways to make sense of it.</p>
<p>&#8220;The thing everyone&#8217;s trying to figure out is: Is there a way for you to find the two or three or four things that will guarantee you a win or at least tip the scale in your favor at any given time,&#8221; he said.  &#8220;I don&#8217;t think anyone has cracked the code.&#8221;</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=625651&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=438426"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=438426" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=625651+how-to-make-your-mark-in-professional-basketball-at-5-9&utm_content=dharrisstructure">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2011/12/defining-work-in-the-digital-age-an-analysis-by-gigaom-pro/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=625651+how-to-make-your-mark-in-professional-basketball-at-5-9&utm_content=dharrisstructure">Defining work in the digital age: an analysis by GigaOM Pro</a></li><li><a href="http://pro.gigaom.com/report/the-new-economics-of-enterprise-data-warehousing/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=625651+how-to-make-your-mark-in-professional-basketball-at-5-9&utm_content=dharrisstructure">How data warehousing is now a cost-effective solution for businesses</a></li><li><a href="http://pro.gigaom.com/report/sector-roadmap-social-customer-service-in-2013/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=625651+how-to-make-your-mark-in-professional-basketball-at-5-9&utm_content=dharrisstructure">Sector RoadMap: Social customer service in 2013</a></li></ul>]]></content:encoded>
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			<media:title type="html">Vasu-1</media:title>
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			<media:title type="html">Krossover&#039;s shot chart.</media:title>
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			<media:title type="html">Can Kevin Durant do this? Source: Krossover</media:title>
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		<title>Where will T-Mobile launch LTE first? Probably in these eight cities</title>
		<link>http://gigaom.com/2013/03/22/where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities/</link>
		<comments>http://gigaom.com/2013/03/22/where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities/#comments</comments>
		<pubDate>Fri, 22 Mar 2013 16:00:08 +0000</pubDate>
		<dc:creator>Kevin Fitchard</dc:creator>
				<category><![CDATA[Bay Area]]></category>
		<category><![CDATA[Brendan Gill]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Denver]]></category>
		<category><![CDATA[Kansas City]]></category>
		<category><![CDATA[Las Vegas]]></category>
		<category><![CDATA[network testing]]></category>
		<category><![CDATA[Neville Ray]]></category>
		<category><![CDATA[New Orleans]]></category>
		<category><![CDATA[NYC]]></category>
		<category><![CDATA[San Jose]]></category>
		<category><![CDATA[Seattle]]></category>
		<category><![CDATA[signal strength]]></category>
		<category><![CDATA[speed test]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=623330</guid>
		<description><![CDATA[Thanks to OpenSignal's crowdsourced testing app, we're getting an early preview of where T-Mobile's LTE will go live: Denver, Kansas City, Las Vegas, New Orleans, New York City, San Diego, Seattle and the Bay Area.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=623330&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>T-Mobile will launch its <a href="http://gigaom.com/2013/01/09/looks-like-well-see-a-t-mobile-iphone-with-lte-this-spring/">much-anticipated LTE network</a> next week, but thanks to <a href="http://gigaom.com/2012/09/18/opensignal-raises-1-3m-to-map-mobile-network-quality/">OpenSignal</a> we’ve gotten what is probably an early preview of T-Mo’s launch markets. OpenSignal <a href="http://gigaom.com/2013/02/13/sweden-boasts-the-worlds-fastest-4g-speeds-us-ranks-a-lowly-8th/">collects crowdsourced signal and speed test data</a> from phones all over the country, and a lot of T-Mobile LTE data points have started popping up on its map.</p>
<p>OpenSignal has recorded more than 1,500 signal strength readings in eight metropolitan areas from devices connected to T-Mobile’s network: Denver, Kansas City, Las Vegas, New Orleans, New York City, San Diego, Seattle and the Bay Area. OpenSignal has <a href="http://opensignal.com/reports/t-mobile-lte-rollout/">mapped those signal readings on its blog</a>, though it represents multiple signal readings as single data points, largely to respect the privacy of the testers.</p>
<p><a href="http://gigaom.com/2013/03/22/where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities/screen-shot-2013-03-22-at-10-15-35-am/" rel="attachment wp-att-623336"><img  alt="OpenSignal T-Mo LTE test" src="http://gigaom2.files.wordpress.com/2013/03/screen-shot-2013-03-22-at-10-15-35-am.png?w=708&#038;h=471" width="708" height="471" class="aligncenter size-large wp-image-623336" /></a></p>
<p>Though the network isn’t commercially launched, OpenSignal CEO Brendan Gill told me that its crowdsourced app is popular with engineers at all of the carriers for ad hoc network measurements. What we’re most likely seeing, Gill said, is a bunch of technical workers from T-Mobile and its vendor partners that have the OpenSignal app loaded and running on their test devices. A good indication of this is that one of the devices sending data is a <a href="http://gigaom.com/2013/03/14/samsung-galaxy-s-4-hands-on-shows-nice-hardware-but-software-is-the-star/">Samsung Galaxy S4</a>, which isn’t yet available to the general public.</p>
<p>T-Mobile CTO Neville Ray has already confirmed that its LTE network is complete in Las Vegas and Kansas City, so test data from those cities is hardly a surprise. We’ve also seen evidence of the network in NYC: <a href="http://gigaom.com/2013/03/15/t-mobiles-lte-network-spotted-hiding-in-the-urban-jungles-of-nyc/">A GigaOM reader mapped out a cluster of cells</a> in Astoria, Queens, and T-Mobile has <a href="http://www.pcmag.com/article2/0,2817,2416660,00.asp">given several live 4G demos to reporters</a> in Manhattan.</p>
<p>The other five areas are new, but because of their importance you would expect them to show up early on T-Mobile’s national rollout schedule. OpenSignal recorded the biggest concentrations of tests in San Jose, Calif., and surrounding Bay Area cities like Mountain View, Santa Clara and Sunnyvale. OpenSignal even tracked tests in the East Bay, but recorded none in San Francisco proper.</p>
<p><a href="http://gigaom.com/2013/01/08/t-mobile-appeals-with-free-4g-in-laptops-no-contract-unlimited-data/carly-foulkes-motorcycle/" rel="attachment wp-att-600326"><img  alt="T-Mobile motorcycle girl" src="http://gigaom2.files.wordpress.com/2013/01/carly-foulkes-motorcycle-e1357693462721.jpg?w=300&#038;h=200" width="300" height="200" class="alignleft size-medium wp-image-600326" /></a>The Seattle area had the second highest concentration of readings, many of them around Bellevue, which just happens to be the location of T-Mobile’s national headquarters. Las Vegas yielded many data points as well, though the signal readings in Denver, Kansas City, New Orleans, New York and San Diego were much more sparse.</p>
<p>OpenSignal also recorded about a dozen speed tests on T-Mobile’s LTE network, averaging an impressive 25 Mbps on the downlink and 8 Mbps on the uplink (though keep in mind that the network is largely empty so there’s no congestion). The speed tests were so few because they must be manually initiated, while <a href="http://gigaom.com/2013/01/23/opensignal-2-for-android-your-compass-to-the-best-networks/">OpenSignal’s app</a> takes signal strength readings automatically on a regular basis.</p>
<p>Gill said that he’s fairly convinced that these eight markets will be among the first to launch based on the activity OpenSignal is tracking, though he cautioned that his conclusions don&#8217;t constitute a scientific study. The results are dependent on a fairly limited pool of people using OpenSignal’s app, so there are likely many more cities with live LTE networks that the company couldn’t track.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=623330&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=510372"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=510372" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=623330+where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities&utm_content=kfitchard">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/report/best-practices-in-optimizing-content-for-social-engagement/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=623330+where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities&utm_content=kfitchard">Best practices in optimizing content for social engagement</a></li><li><a href="http://pro.gigaom.com/2012/10/mobile-third-quarter-2012-analysis-and-outlook/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=623330+where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities&utm_content=kfitchard">A look back at mobile in the third quarter</a></li><li><a href="http://pro.gigaom.com/2012/09/mobile-industry-2012-segment-analysis/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=623330+where-will-t-mobile-launch-lte-first-probably-in-these-eight-cities&utm_content=kfitchard">Mobile 2012 and beyond</a></li></ul>]]></content:encoded>
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			<media:title type="html">OpenSignal crowdsourcing mobile map</media:title>
		</media:content>

		<media:content url="http://0.gravatar.com/avatar/0544c4b228f8fa80e31bb952501cd7a4?s=96&#38;d=retro&#38;r=PG" medium="image">
			<media:title type="html">kfitchard</media:title>
		</media:content>

		<media:content url="http://gigaom2.files.wordpress.com/2013/03/screen-shot-2013-03-22-at-10-15-35-am.png?w=708" medium="image">
			<media:title type="html">OpenSignal T-Mo LTE test</media:title>
		</media:content>

		<media:content url="http://gigaom2.files.wordpress.com/2013/01/carly-foulkes-motorcycle-e1357693462721.jpg?w=300" medium="image">
			<media:title type="html">T-Mobile motorcycle girl</media:title>
		</media:content>
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		<item>
		<title>How coding contests can be better at solving problems than Harvard</title>
		<link>http://gigaom.com/2013/03/20/how-coding-contests-can-be-better-at-solving-problems-than-harvard/</link>
		<comments>http://gigaom.com/2013/03/20/how-coding-contests-can-be-better-at-solving-problems-than-harvard/#comments</comments>
		<pubDate>Wed, 20 Mar 2013 18:57:34 +0000</pubDate>
		<dc:creator>Kevin Fitchard</dc:creator>
				<category><![CDATA[coding]]></category>
		<category><![CDATA[contests]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Genomics]]></category>
		<category><![CDATA[Karim Lakhani]]></category>
		<category><![CDATA[problem solving]]></category>
		<category><![CDATA[Structure Data 2013]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=622488</guid>
		<description><![CDATA[Harvard recently threw a tough genomics problem to TopCoder's crowdsourced community and discovered the contest not only revealed a much broader field of investigation but provided a high level of motivation to get the problem solved.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=622488&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Harvard Business School and <a href="http://www.topcoder.com/">TopCoder</a> recently performed a study where they took a big genomics problem being worked on by Harvard Medical School, broke it into discreet abstract parts, and the threw the problem’s parts to the crowdsourced coding community to solve. What they gleaned was an interesting insight: the smartest guy in the room isn’t always your best problem solver.</p>
<p>Speaking at <a href="http://event.gigaom.com/structuredata/livestream/?utm_source=data&amp;utm_medium=editorial&amp;utm_campaign=intext&amp;utm_term=622488+how-coding-contests-can-be-better-at-solving-problems-than-harvard&amp;utm_content=kfitchard">GigaOM’s Structure:Data conference Wednesday</a>, Harvard Associate Professor Karim Lakhani said crowdsourcing the genomics project did several things. First and foremost it generated dozens of different approaches to tackling the same problem.</p>
<p>Before the TopCoder contest was created, researchers were considering two different paths of investigation. The contest revealed 89 differing approaches to the problem, 20 of which were extreme values — possibilities Harvard and its National Institutes of Health counterparts had never considered.</p>
<p>Second, the contest was able to create motivation to solve problems that you wouldn’t necessarily find in a group of researchers. An institution like Harvard may have brainpower in spades, Lakhani said, but throwing a bunch of geniuses at a problem doesn’t necessarily lead to result if they’re unmotivated to solve it.</p>
<p>“When you go into a self-selection model you don’t have to worry about motivation,” Lakhani said. There are monetary rewards for winning a TopCoder contest, of course, but taking home a prize is not guaranteed. Everyone has their own motivation for participating, whether it’s cash, experience, scoring reputation points or even the free T-shirts given to each participant. “Because there are large numbers of people participating, there’s a greater chance you’ll find the right skills and the right motivation,” Lakhani said.</p>
<p>Ultimately crowdsourcing your science isn’t a replacement for having smart people of your own, Lakhani said, but it certainly helps, something <a href="http://gigaom.com/2012/03/06/space-hackathon-coders-set-to-compete-on-nasadarpa-project/">Harvard’s counterparts at NASA have discovered</a>.</p>
<p>CHeck out <a href="http://gigaom.com/2013/03/20/structuredata-2013-live-coverage/">the rest of our Structure Data 2013 coverage here</a>, and a video embed of the session follows below:</p>
<p><iframe src="http://new.livestream.com/accounts/74987/events/1927733/videos/14311287/player?autoPlay=false&amp;height=360&amp;mute=false&amp;width=640" width="640" height="360" frameborder="0" scrolling="no"></iframe><br>
A transcription of the video follows on the next page</p>
<p><a href="http://gigaom.com/2013/03/20/how-coding-contests-can-be-better-at-solving-problems-than-harvard/2/">Go to page 2 (of 2) on GigaOM .</a></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=622488&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=627842"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=627842" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=622488+how-coding-contests-can-be-better-at-solving-problems-than-harvard&utm_content=kfitchard">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/11/sector-roadmap-crowd-labor-platforms-in-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=622488+how-coding-contests-can-be-better-at-solving-problems-than-harvard&utm_content=kfitchard">Examining the rise of crowd labor platforms in 2012</a></li><li><a href="http://pro.gigaom.com/report/best-practices-in-optimizing-content-for-social-engagement/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=622488+how-coding-contests-can-be-better-at-solving-problems-than-harvard&utm_content=kfitchard">Best practices in optimizing content for social engagement</a></li><li><a href="http://pro.gigaom.com/2012/05/the-quantified-self-hacking-the-body-for-better-health-and-performance/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=622488+how-coding-contests-can-be-better-at-solving-problems-than-harvard&utm_content=kfitchard">The quantified self: hacking the body for better health</a></li></ul>]]></content:encoded>
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			<media:title type="html">Mike Lydon TopCoder Karim Lakhani Harvard Business School Structure Data 2013</media:title>
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		<title>Crowdsourced location data firm Grafetee opens up to businesses and enterprise users</title>
		<link>http://gigaom.com/2013/03/19/crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users/</link>
		<comments>http://gigaom.com/2013/03/19/crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users/#comments</comments>
		<pubDate>Tue, 19 Mar 2013 14:04:20 +0000</pubDate>
		<dc:creator>David Meyer</dc:creator>
				<category><![CDATA[Crowdmap]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[Everplaces]]></category>
		<category><![CDATA[Grafetee]]></category>
		<category><![CDATA[location-based services]]></category>
		<category><![CDATA[Ushahidi]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=621854</guid>
		<description><![CDATA[Grafetee, which makes it extremely easy to collect and display location-based data, is now offering more customizable, API-driven services to paying users, from bloggers to local authorities.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=621854&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>There&#8217;s a huge amount of value in location-based services, and I&#8217;m not even necessarily talking about shopping deals and the like. Maps are the ideal way to both collect and present localized data on all sorts of things, from <a href="http://gigaom.com/2011/05/24/trulia-crime-maps/">crime</a> to <a href="http://gigaom.com/2009/08/17/the-iphone-set-to-do-its-civic-duty-with-iburgh/">potholes</a> &#8212; the only issue is setting up such services and, as it happens, a Finnish outfit called <a href="http://www.grafetee.com/">Grafetee</a> has just launched tools to make that task a lot easier.</p>
<p>Grafetee lets you set up a new embeddable, interactive map on the Grafetee website, for free and within a minute or two. This service was already available, but now bloggers and businesses can pay $20 a month for a premium version that includes a channel in the Grafetee mobile app (for <a href="https://market.android.com/details?id=com.rakettitiede.grafetee">Android</a> and <a href="http://itunes.apple.com/fi/app/grafetee/id464572973?ls=1&amp;mt=8">iOS</a>), customizable graphics and tools for moderating user submissions. Enterprise and governmental users can also pay $200 a month to get a webpage under their own domain, along with premium support and API access to their content.</p>
<p>The Finnish police force was an <a href="http://www.prweb.com/releases/Grafetee/Poliisi/prweb9662308.htm">early Grafetee user</a>, having set up a map so citizens could, for example, notify the cops that a certain park should be patrolled on weekends due to troublesome teenagers hanging out there. Since then, others picked up on the idea, such as animal shelters wanting people to flag strays, and mobile operators looking to crowdsource coverage data. According to founder Juha Huttunen, someone even set up a Grafetee map for tracking toxic seaweed during the Finnish summer.</p>
<p>And yes, it can be used for offers too. &#8220;If you have a chain of cafes or whatever you can send your own offers to your customers,&#8221; Huttunen explained to me. &#8220;You would have a channel in the Grafetee app and, using the toolkit, the cafeteria would upload their offers. Anyone subscribing to the channel in the app would see those offers whenever they are close by.&#8221;</p>
<p>A couple of Finnish startups have already built their services using Grafetee, and they actually provide a pretty good insight into the range that&#8217;s on offer. One, <a href="http://kidd.io/#60.227|24.976|12">kidd.io</a>, is on the simple side, collecting and displaying the locations of child-friendly services around Helsinki. <a href="http://www.hoods.fi/#60.184|24.917|14">Hoods.fi</a>, a location-based flea market and garage sale service, shows greater complexity.</p>
<p>There are other services in this space &#8212; <a href="http://www.amigocloud.com/homepage/index.html">AmigoCloud</a> targets the enterprise and public administrations, Ushahidi&#8217;s <a href="https://crowdmap.com/">Crowdmap</a> (currently in closed beta) is for aid groups tracking crises, and <a href="http://gigaom.com/2012/03/15/going-loco-everplaces-and-circleme-hit-public-beta/">Everplaces</a> is all about community-sourced recommendations – but none that I&#8217;ve seen have quite the combination of simplicity and breadth that Grafetee offers.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=621854&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=30717"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=30717" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=621854+crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users&utm_content=superglaze">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/report/best-practices-in-optimizing-content-for-social-engagement/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=621854+crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users&utm_content=superglaze">Best practices in optimizing content for social engagement</a></li><li><a href="http://pro.gigaom.com/2012/11/sector-roadmap-crowd-labor-platforms-in-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=621854+crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users&utm_content=superglaze">Examining the rise of crowd labor platforms in 2012</a></li><li><a href="http://pro.gigaom.com/2012/05/the-quantified-self-hacking-the-body-for-better-health-and-performance/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=621854+crowdsourced-location-data-firm-grafetee-opens-up-to-businesses-and-enterprise-users&utm_content=superglaze">The quantified self: hacking the body for better health</a></li></ul>]]></content:encoded>
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			<media:title type="html">Grafetee</media:title>
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		<title>Report: AT&amp;T bests Verizon in raw 4G speed but still lags in LTE coverage</title>
		<link>http://gigaom.com/2013/03/11/report-att-bests-verizon-in-raw-4g-speed-but-still-lags-in-lte-coverage/</link>
		<comments>http://gigaom.com/2013/03/11/report-att-bests-verizon-in-raw-4g-speed-but-still-lags-in-lte-coverage/#comments</comments>
		<pubDate>Mon, 11 Mar 2013 17:06:50 +0000</pubDate>
		<dc:creator>Kevin Fitchard</dc:creator>
				<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[mobile broadband]]></category>
		<category><![CDATA[mobile data speeds]]></category>
		<category><![CDATA[networking testing]]></category>
		<category><![CDATA[Seth Bloom]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=619216</guid>
		<description><![CDATA[New RootMetrics tests shows that AT&#38;T's LTE networks are on average 4.3 Mbps faster than Verizon's when downloading data. What Verizon lacks in speed, though, it makes up for in coverage.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=619216&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>If unadulterated bandwidth is what you’re looking for in 4G phone, then AT&amp;T is your best bet for a mobile provider, according to a network tests conducted by RootMetrics. AT&amp;T continued to put distance between itself and Verizon Wireless in LTE performance, clocking average speeds of 18.6 Mbps on the downlink and 9 Mbps on the uplink.</p>
<p>Verizon averaged 14.3 Mbps down and 8.5 Mbps up, according to <a href="http://rootmetrics.com/special-reports/lte-performance-review/">Root’s new report</a>, but what it lacked in raw speed, Verizon made up for in coverage. Of the 77 markets in which Root performed its own measurements, Verizon had an LTE network up in every one. Meanwhile AT&amp;T’s 4G service was present in only 47 of the 77 at the time Root performed its tests last year. These maps, compiled <a href="http://gigaom.com/2012/01/28/how-crowdsourcing-will-give-hilton-head-better-mobile-coverage/">from Root’s crowdsourced data</a>, show just how far Verizon’s LTE network reaches compared to AT&amp;T and Sprint:</p>
<p><img  alt="RootMetrics LTE test data" src="http://gigaom2.files.wordpress.com/2013/03/screen-shot-2013-03-11-at-10-58-26-am.png?w=708&#038;h=157" width="708" height="157" class="aligncenter size-full wp-image-619218" /></p>
<p>What’s more, Verizon’s coverage within its LTE footprint was much more consistent. When in a Verizon LTE market Root testers found themselves connected to a Verizon LTE signal 93.2 percent of the time, while for AT&amp;T the number was 81.7 percent. We’ve started to see that trend in Root’s city-specific reports: <a href="http://gigaom.com/2013/01/31/which-borough-has-the-fastest-4g-in-nyc-sorry-manhattan-its-the-bronx/">Big Red is reaching further into the suburban and exurban regions</a> of its launch markets than Ma Bell.</p>
<p>But AT&amp;T was quick to point that it has added many more cities since Root compiled its data (Root measured different markets at different times in the second half of 2012). Of the 30 cities where Root found no LTE network, AT&amp;T has since launched networks in 26 of them, AT&amp;T spokesman Seth Bloom said.</p>
<div id="attachment_606503" class="wp-caption aligncenter" style="width: 632px"><a href="http://gigaom2.files.wordpress.com/2013/01/image001.jpeg"><img  alt="Root's most recent results for New York City, where AT&amp;T boasts the fastest LTE connections." src="http://gigaom2.files.wordpress.com/2013/01/image001.jpeg?w=708"   class="size-full wp-image-606503" /></a><p class="wp-caption-text">Root&#8217;s most recent results for New York City, where AT&amp;T boasts the fastest LTE connections.</p></div>
<p>Sprint only started its LTE rollout last summer so it’s still far behind AT&amp;T and Verizon. Root’s staggered testing regime found LTE networks in only five of the 77 markets measured last year and in even in those five markets it caught an LTE signal only half the time. When Root did find LTE, Sprint averaged 10.3 Mbps down and 4.4 Mbps up. Sprint’s speeds are generally lower because it is <a href="http://gigaom.com/2012/06/27/sprint-lte-network-goes-live-july-15-in-five-cities/">using half the spectrum for LTE</a> that AT&amp;T and Verizon are tapping for their rollouts.</p>
<p>T-Mobile won’t launch LTE until later this year, but Root did measure its HSPA+ network performance. T-Mobile averaged 7.3 Mbps on the downlink and 1.5 Mbps on the uplink.</p>
<p>RootMetrics uses both crowdsourced data &#8212; drawn from smartphones loaded with its CoverageMap <a href="https://itunes.apple.com/us/app/cell-phone-coverage-map/id399701910?mt=8&amp;ign-mpt=uo%3D4">iPhone</a> and <a href="https://play.google.com/store/apps/details?id=com.rootmetrics">Android</a> apps &#8212; and professional testing conducted both in vehicles and indoors (For a detailed look at Root’s methodology, <a href="http://gigaom.com/2013/02/07/video-tag-along-with-a-rootmetrics-tester-as-he-maps-chicagos-mobile-networks/">check out our video of a recent Root test in Chicago</a>). Root is also <a href="http://gigaom.com/2013/03/07/heres-what-cell-phone-coverage-looks-like-for-sxsw/">working with GigaOM this week at SXSW in Austin</a> to measure the impact that a large conference of mobile savvy users has on city’s mobile data networks.</p>
<p><em>Correction: An earlier version of this post incorrectly stated T-Mobile&#8217;s LTE network will launch next year. T-Mobile&#8217;s 4G network will actually go live later this year.</em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=619216&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=567366"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=567366" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=mobile&utm_medium=editorial&utm_campaign=auto3&utm_term=619216+report-att-bests-verizon-in-raw-4g-speed-but-still-lags-in-lte-coverage&utm_content=kfitchard">Sign up for a free trial</a>.</p><ul></ul>]]></content:encoded>
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			<media:title type="html">RootMetrics iPhone App.Screen Shot.Nov 2010</media:title>
		</media:content>

		<media:content url="http://0.gravatar.com/avatar/0544c4b228f8fa80e31bb952501cd7a4?s=96&#38;d=retro&#38;r=PG" medium="image">
			<media:title type="html">kfitchard</media:title>
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		<media:content url="http://gigaom2.files.wordpress.com/2013/03/screen-shot-2013-03-11-at-10-58-26-am.png" medium="image">
			<media:title type="html">RootMetrics LTE test data</media:title>
		</media:content>

		<media:content url="http://gigaom2.files.wordpress.com/2013/01/image001.jpeg" medium="image">
			<media:title type="html">Root&#039;s most recent results for New York City, where AT&#38;T boasts the fastest LTE connections.</media:title>
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		<title>When it comes to getting news on Twitter, you are who you follow?</title>
		<link>http://gigaom.com/2013/03/10/when-it-comes-to-getting-news-on-twitter-you-are-who-you-follow/</link>
		<comments>http://gigaom.com/2013/03/10/when-it-comes-to-getting-news-on-twitter-you-are-who-you-follow/#comments</comments>
		<pubDate>Mon, 11 Mar 2013 00:18:31 +0000</pubDate>
		<dc:creator>Eliza Kern</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Andy Carvin]]></category>
		<category><![CDATA[crowdsourced news]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[sxsw2013]]></category>
		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=618981</guid>
		<description><![CDATA[Is picking Twitter accounts to follow the same as picking which cable television host to trust? Journalists who've reported from the Middle East and relied on Twitter to receive their news say maybe.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=618981&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>As <a href="http://gigaom.com/2013/03/10/how-a-bad-fantasy-baseball-team-turned-nate-silver-into-americas-top-data-nerd/" target="_blank">Nate Silver discussed earlier today at SXSW</a> in Austin on Sunday, the polarization of cable news and politics means that if you’re a serious Rachel Maddow fan, there’s only a tiny chance that you also vote Republican, and the same is true of Sean Hannity listeners and chances they’ll go for Democrats.</p>
<p><a href="http://gigaom.com/2013/03/10/when-it-comes-to-getting-news-on-twitter-you-are-who-you-follow/photo-2-37/" rel="attachment wp-att-618987"><img alt="Nate Silver polarization politics news crowdsourced Twitter verifciation" src="http://gigaom2.files.wordpress.com/2013/03/photo-2.jpg?w=708&#038;h=708" width="708" height="708" class="aligncenter size-large wp-image-618987"></a></p>
<p>But as we change where we get our news and turn to places like Twitter for information and verification of facts, it’s important to ask how that polarization will translate to social media – if it will at all. <a href="http://schedule.sxsw.com/2013/events/event_IAP5055" target="_blank">Several journalists discussing the future of news dissemination</a> (something we’ll also be discussing at <a href="http://event.gigaom.com/paidcontent/?utm_source=tech&amp;utm_medium=editorial&amp;utm_campaign=intext&amp;utm_term=618981+when-it-comes-to-getting-news-on-twitter-you-are-who-you-follow&amp;utm_content=elizakern">paidContent Live</a> in April) tied these issues to those of crowdsourced news, particularly in the Middle East, when the <a href="http://gigaom.com/2011/05/20/future-of-media-curation-verification-and-news-as-a-process/" target="_blank">tensions between accuracy and access</a> are most apparent.</p>
<p><a href="https://twitter.com/AymanM" target="_blank">NBC correspondant Ayman Mohyeldin</a> made an interesting argument about verification, arguing that people should be free to select the accounts they want to follow and personally decide whether to trust that information or not, just as they tune into particular cable shows in the United States and apply their own sense of skepticism to Maddow and Hannity.</p>
<p>“You ultimately choose which channels to watch,” he said. “There’s no reason that should be different in who you follow.”</p>
<p>The argument puts a good deal of trust in the user’s judgement and takes some pressure off journalists or random people on Twitter to present accurate information, but it’s an idea that <a href="http://gigaom.com/2012/05/25/andy-carvin-on-twitter-as-a-newsroom-and-being-human/" target="_blank">fellow panelist Andy Carvin has popularized</a> to much controversy recently. The idea came under fire <a href="http://gigaom.com/2012/10/30/hurricane-sandy-and-twitter-as-a-self-cleaning-oven-for-news/" target="_blank">during the spread of misinformation on Twitter during Hurricane Sandy</a>, and certainly has its detractors:</p>
<blockquote class="twitter-tweet"><p>The end user is responsible for deciding who they trust, @<a href="https://twitter.com/AymanM">AymanM</a> says. True, but most don't have the expertise to decide. <a href="http://twitter.com/search?q=%23nextnews" title="#nextnews">#nextnews</a> <a href="http://twitter.com/search?q=%23sxsw" title="#sxsw">#sxsw</a>— <br>Eric Carvin (@EricCarvin) <a href="http://twitter.com/#!/EricCarvin/status/310878466734170112" data-datetime="2013-03-10T22:22:56+00:00">March 10, 2013</a></p></blockquote>
<p>But it’s a good reminder that even if we think of cable news as being particularly polarizing right now, <a href="http://gigaom.com/2013/03/05/tweets-public-opinion-new-data-suggests-we-should-think-twice-on-this/" target="_blank">news consumption and opinions on Twitter</a> might not be all that different.</p>
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