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	<title>e-discovery 2.0» Electronic Discovery, EDiscovery, E-Discovery, Legal Discovery</title>
	
	<link>http://www.clearwellsystems.com/e-discovery-blog</link>
	<description>thoughts about the evolution of e-discovery</description>
	<lastBuildDate>Fri, 03 Sep 2010 20:29:55 +0000</lastBuildDate>
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		<title>E-Discovery and the Cloud: Possession, Custody, and Control</title>
		<link>http://feedproxy.google.com/~r/e-discovery-blog/~3/wLQJDnzi-oA/</link>
		<comments>http://www.clearwellsystems.com/e-discovery-blog/2010/09/03/e-discovery-and-the-cloud-possession-custody-and-control/#comments</comments>
		<pubDate>Fri, 03 Sep 2010 20:29:55 +0000</pubDate>
		<dc:creator>Venkat Rangan</dc:creator>
				<category><![CDATA[EDD]]></category>
		<category><![CDATA[cloud computing]]></category>
		<category><![CDATA[e-discovery]]></category>
		<category><![CDATA[e-discovery software]]></category>
		<category><![CDATA[early case assessment]]></category>
		<category><![CDATA[ediscovery]]></category>
		<category><![CDATA[electronic data discovery]]></category>
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		<category><![CDATA[discovery]]></category>
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		<category><![CDATA[ESI]]></category>
		<category><![CDATA[FRCP]]></category>
		<category><![CDATA[litigation discovery]]></category>
		<category><![CDATA[litigation software]]></category>
		<category><![CDATA[litigation support software]]></category>

		<guid isPermaLink="false">http://www.clearwellsystems.com/e-discovery-blog/?p=980</guid>
		<description><![CDATA[In a prior post a few months ago, I wrote about the electronic discovery challenges that the duty to preserve electronically stored information (ESI) imposed on a cloud-based computing environment. Following that post, we will continue to examine another area that the Federal Rules of Civil Procedures (FRCP) requires with respect to document production. As [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" title="E-Discovery in the Cloud" src="http://www.clearwellsystems.com/e-discovery-blog/wp-content/uploads/2010/05/eddinthecloud.jpg" alt="" width="200" height="113" />In a prior post a few months ago, I wrote about the <a href="http://www.clearwellsystems.com/e-discovery-blog/2010/05/28/e-discovery-and-the-cloud-the-duty-to-preserve-electronically-stored-information-esi/" target="_blank">electronic discovery</a> challenges that the duty to preserve <a href="http://en.wikipedia.org/wiki/Electronically_stored_information_(Federal_Rules_of_Civil_Procedure)" target="_blank">electronically stored information</a> (ESI) imposed on a cloud-based computing environment. Following that post, we will continue to examine another area that the Federal Rules of Civil Procedures (FRCP) requires with respect to document production. As stated, the FRCP Rule 34 (a) (1) offers guidelines on the duty to:</p>
<p>“…produce and permit the requesting party or its representative to inspect, copy, test, or sample the following items in the responding party&#8217;s possession, custody, or control.”</p>
<p>The key phrase “possession, custody or control” is something to be examined more closely in the context of <a href="http://en.wikipedia.org/wiki/Cloud_Computing" target="_blank">Cloud Computing</a> environments, where typically the cloud customer is the party in control and the cloud service provider is the party in possession and custody. In cases where the cloud customer is the party in litigation, it is natural to serve pre-trial a discovery request under Rule 26 (b) to the cloud customer and expect that since they are the party in control, and can therefore instruct the cloud provider to perform at least some form of collections. Now the question that remains is whether the same request can be made of the cloud provider, since they are the party in possession and/or custody. It is evident that requesting the cloud provider to perform a discovery request on behalf of their customers is impractical since any assertion of privilege or confidentiality would require the cloud customer to be involved in the discovery request. Besides, the cloud provider producing documents without consent from the customer of the cloud would run afoul of the Stored Communications Act (SCA). For these reasons, the broader three-pronged test of “possession, custody or control” embodied in Rule 34 (a)(1) should be revised to mean only “party in control”.</p>
<p>This view is supported in the seminal decision on <em><a href="http://www.jenner.com/files/tbl_s69NewsDocumentOrder/FileUpload500/4833/Flagg%20v.%20City%20of%20Detroit.pdf" target="_blank">Flagg v. City of Detroit, Slip Copy, 2008 WL 787061 (E.D.Mich.)</a> </em>. A great analysis of this case by Timothy Ackermann is available in The Federal Lawyer, November/December 2009 article, titled <a href="http://www.pattersonsheridan.com/images/uploads/SCA_Control_article_PUBLISHED-crop.pdf" target="_blank">Consent and Discovery under the Stored Communications Act</a> . As stated, when it comes to the application of “possession, custody or control”, the most significant test for cloud based deployments is “control”. For the cloud customer, “possession and custody” are not relevant, because in a strict sense, it is the cloud provider that can claim possession and custody. However, the cloud customer is clearly in “control” of the data, as evidenced by pretty much every service contract that gives the customer “the legal right to obtain the documents on demand”. Also, the cloud customer has the right to give “consent” to the cloud service provider to make the documents available. Thus, a cloud customer cannot claim that since they did not have “possession or custody”, the e-discovery obligations cannot be waived.</p>
<p>From the cloud provider’s perspective, the mere fact they have “possession or custody” does not require them to produce documents, unless the cloud customer gives lawful consent per the Stored Communications Act. Yet again, for the application of FRCP 34(a)(1) , we find that the party in control over the data is the one that determines discoverability of data in the cloud. In contrast, the third party that is merely in possession or custody is not required to produce responsive ESI, given the provisions of the SCA. As noted in <em>Flagg v. City of Detroit</em>, the district court did not find the need to consider the issue of having a subpoena issued to the cloud provider (SkyTel Communications), since the required evidence was more easily acquired by an e-discovery request to the cloud customer (City of Detroit). A similar argument is made in the <em>Crispin v. Audigier Inc.</em>, a case involving postings on familiar social networking sites, Facebook and MySpace. Here, District Judge Margaret M. Morrow goes to great lengths explaining why the provider is not required to produce documents based on protections offered by the SCA.</p>
<p>In summary, the nature of cloud deployments and their usage redefines the scope of ESI to those that the customer has control. Regardless of the interpretation of Rule 34, common sense dictates that the cloud provider and cloud user cooperate when it comes to e-discovery requests. Of course, one of the challenges with cloud deployments is the SCA and its interpretation for cloud-resident ESI. This will be the subject of my next post.</p>
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		<title>E-Discovery with Home Depot:  “More Saving. More Doing. Guaranteed.”</title>
		<link>http://feedproxy.google.com/~r/e-discovery-blog/~3/tSY59ItcYgM/</link>
		<comments>http://www.clearwellsystems.com/e-discovery-blog/2010/08/18/e-discovery-with-home-depot-%e2%80%9cmore-saving-more-doing-guaranteed-%e2%80%9d/#comments</comments>
		<pubDate>Wed, 18 Aug 2010 23:45:18 +0000</pubDate>
		<dc:creator>Dean Gonsowski</dc:creator>
				<category><![CDATA[Clearwell]]></category>
		<category><![CDATA[ECA]]></category>
		<category><![CDATA[EDD]]></category>
		<category><![CDATA[ESI]]></category>
		<category><![CDATA[Home Depot]]></category>
		<category><![CDATA[costs]]></category>
		<category><![CDATA[defensibility]]></category>
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		<guid isPermaLink="false">http://www.clearwellsystems.com/e-discovery-blog/?p=972</guid>
		<description><![CDATA[The Chinese philosopher, Lao-tzu, once said “a journey of a thousand miles begins with a single step.”  This truism has been applied in a myriad of ways over the years, but it applies with equal measure to the process of taming the multifaceted challenge that is electronic discovery.  Simply put, conquering e-discovery is always a [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" title="Home Depot and Clearwell" src="http://www.clearwellsystems.com/e-discovery-blog/wp-content/uploads/2010/08/hdclearwell.jpg" alt="" width="200" height="98" />The Chinese philosopher, <a href="http://en.wikipedia.org/wiki/Laozi" target="_blank">Lao-tzu</a>, once said “a journey of a thousand miles begins with a single step.”  This truism has been applied in a myriad of ways over the years, but it applies with equal measure to the process of taming the multifaceted challenge that is <a href="http://www.clearwellsystems.com/" target="_blank">electronic discovery</a>.  Simply put, conquering <a href="http://www.clearwellsystems.com/" target="_blank">e-discovery</a> is always a journey.  And for enterprises like The <a href="http://www.homedepot.com/" target="_blank">Home Depot</a>, they know first hand that you can’t simply look at the end result and wish for the journey to be complete.  Instead, it’s paramount to embrace all the steps along the path and develop good habits that work both for the first and the last mile.</p>
<p>Many enterprises clearly understand the benefits of in-house discovery that include lower processing and review costs, earlier access to case facts, better control over the processes, etc.  But some struggle with how to begin their journey, for any number of reasons (lack of knowledgeable staff, failure to get executive buy-in, inability to build a compelling business case, etc.).  Fortunately, the folks at Home Depot have recently completed their journey and have offered to share secrets they leveraged throughout the process.</p>
<p>In a similar fashion to best selling author’s Stephen R. Covey&#8217;s “<a href="https://www.stephencovey.com/7habits/7habits.php" target="_blank">The 7 Habits of Highly Effective People</a>” David Steel, Sr. Counsel and Barbara Squires, Paralegal at The Home Depot will host a web seminar to walk us through the some of the e-discovery habits that helped them successfully navigate their way through the process.  The web seminar is titled “5 Habits to Create a Highly Effective In-House E-Discovery Process” and it’s <a href="https://clearwellsystems.webex.com/ec0605l/eventcenter/enroll/join.do?GuestTimeZone=4&amp;month=7&amp;day=13&amp;frommw=1&amp;orderType=asc&amp;StatusFlag=null&amp;orderBy=startTime&amp;from=mw&amp;backUrl=https%3A%2F%2Fclearwellsystems.webex.com%2Fmw0305l%2Fmywebex%2Fmeeting%2Fmymeeting.do%3Fsiteurl%3Dclearwellsystems&amp;showPast=false&amp;endTime=%29&amp;currentPage1=&amp;tabName=search&amp;confId=279044143&amp;siteurl=clearwellsystems&amp;year=2010&amp;confID=279044143&amp;viewMeetingType=host&amp;path=mywebex&amp;startTime=&amp;theAction=info_start&amp;currentPage=1" target="_blank">free to attend</a>. Since we don’t want to steal their thunder, we won’t divulge their habits now, but suffice it to say that every company can learn from their experiences.  And, after the <a href="https://clearwellsystems.webex.com/ec0605l/eventcenter/enroll/join.do?GuestTimeZone=4&amp;month=7&amp;day=13&amp;frommw=1&amp;orderType=asc&amp;StatusFlag=null&amp;orderBy=startTime&amp;from=mw&amp;backUrl=https%3A%2F%2Fclearwellsystems.webex.com%2Fmw0305l%2Fmywebex%2Fmeeting%2Fmymeeting.do%3Fsiteurl%3Dclearwellsystems&amp;showPast=false&amp;endTime=%29&amp;currentPage1=&amp;tabName=search&amp;confId=279044143&amp;siteurl=clearwellsystems&amp;year=2010&amp;confID=279044143&amp;viewMeetingType=host&amp;path=mywebex&amp;startTime=&amp;theAction=info_start&amp;currentPage=1" target="_blank">web seminar</a> I’ll devote more blog time to further expansion of each habit.</p>
<p>Since it’s our raison d&#8217;être to help companies complete their e-discovery journey, we’re excited to have The Home Depot on to share stories from their journey, all in the hope that others, just embarking on their own expedition, can be just as successful.</p>
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		<title>Can AccessData Halt Summation’s Death Spiral in Electronic Discovery?</title>
		<link>http://feedproxy.google.com/~r/e-discovery-blog/~3/g85_d8nf0RA/</link>
		<comments>http://www.clearwellsystems.com/e-discovery-blog/2010/08/11/can-accessdata-halt-summation%e2%80%99s-death-spiral-in-electronic-discovery/#comments</comments>
		<pubDate>Wed, 11 Aug 2010 21:27:57 +0000</pubDate>
		<dc:creator>Aaref Hilaly</dc:creator>
				<category><![CDATA[AccessData]]></category>
		<category><![CDATA[CT Summation]]></category>
		<category><![CDATA[Clearwell]]></category>
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		<guid isPermaLink="false">http://www.clearwellsystems.com/e-discovery-blog/?p=964</guid>
		<description><![CDATA[When I first started working in the electronic discovery industry, I quickly learned two things about Summation: it has a huge installed  base of law firm customers, and they all dislike using Summation’s products. It  was feedback from these unhappy customers that led companies like Clearwell and  kCura/Relativity to enter the review [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" title="Death Spiral" src="http://www.clearwellsystems.com/e-discovery-blog/wp-content/uploads/2010/08/death-spiral.gif" alt="" width="200" height="149" />When I first started working in the <a title="http://www.clearwellsystems.com/" href="http://www.clearwellsystems.com/" target="_blank">electronic discovery</a> industry, I quickly learned two things about Summation: it has a huge installed  base of law firm customers, and they all dislike using Summation’s products. It  was feedback from these unhappy customers that led companies like Clearwell and  kCura/Relativity to enter the review market, and the results are plain to see.  While Clearwell and kCura/Relativity are both growing rapidly, Summation has  suffered years of declining revenue.</p>
<p>Several people have pointed to poor marketing as the problem,  and it’s true most customers are confused.  Summation’s products all have different names (iBlaze, Discovery Cracker,  CaseVault, CaseVantage), and it is unclear how they relate to one another. But  the problem is more fundamental than just marketing. There has been no  innovation from Summation for years; its products are difficult to use; and,  they don’t integrate with each other. So, naturally, customers switch to more  compelling solutions, revenue declines, management cuts costs, talented people  leave, service levels deteriorate, more customers defect, and the cycle  repeats.</p>
<p>As the management teams at <a title="http://www.sgi.com/" href="http://www.sgi.com/" target="_blank">Silicon  Graphics</a>, <a title="http://www.oracle.com/siebel/index.html" href="http://www.oracle.com/siebel/index.html" target="_blank">Siebel</a>, or <a title="http://www.yahoo.com/" href="http://www.yahoo.com/" target="_blank">Yahoo!</a> can tell you, once a technology  company faces this death spiral, it’s very, very hard to turn things around. But  that’s exactly what AccessData must do for its recent acquisition of Summation  to work.</p>
<p>On the face of it, you would not expect AccessData to be  capable of addressing Summation’s problems. As the #2 player in the forensics  market to Guidance Software, it has no experience in legal review. Its customers  are enterprises and government agencies, not law firms or litigation support  service providers. Its headquarters is in Lindon (Utah), whereas Summation based  is in San Francisco. But AccessData has a capable team, and must have some plan  in mind. What is it likely to do? My guess is as follows:</p>
<ul>
<li><em>Claim “end-to-end” in  the enterprise market</em>: AccessData will likely bundle the iBlaze review  platform with its own forensic collection products (FTK) and claim end-to-end  coverage of the EDRM model. The products obviously don’t integrate with one  another, or even have the same UI, but some customers may not realize how  important that is until after they have purchased. This is the same strategy  used by Autonomy, which also puts together disparate products (Aungate,  Introspect, etc.) and markets them as an integrated package.</li>
</ul>
<ul>
<li><em>Promote CaseVault and  CaseVantage in the law firm market</em>: These hosted review platforms are not  widely used. AccessData will be hoping that with better marketing and sales  execution, it can drive adoption of them by law firms and litigation support  service providers. But most providers today seem pretty happy with Clearwell  and/or kCura Relativity, so it’s unclear why they would switch away to CaseVault  / CaseVantage.</li>
</ul>
<ul>
<li><em>Cut costs</em>: On the  day the acquisition closed last month, AccessData fired most of Summation’s  engineers. That’s understandable, given the shrinking revenue. But it only  accelerates the death spiral. With no engineers, it’s impossible to innovate or  improve the products.</li>
</ul>
<ul>
<li><em>Sunset iBlaze product  lines</em>: This sounds radical since, according to Katey Wood at the451 Group,  iBlaze accounts for 70% of Summation’s revenue. But AccessData may decide to  focus its development efforts on CaseVault and CaseVantage, ceasing all  investment in iBlaze. Effectively, this means it would “milk” the law firms  using iBlaze, and pitch enterprises a product with no real roadmap for  improvement. Given how far iBlaze has fallen behind, there is a strong argument  that further investments are probably just throwing good money after bad.</li>
</ul>
<p>It will take a few months before we can say for sure whether  these, or other, changes will make any difference. If the experience of other  companies is any guide, they may slow the decline for a while, but not reverse  it. After all, there may be some people out there using Silicon Graphics  computers to access their Siebel CRM systems or search the web on Yahoo, just  like there will be some using Summation’s products for document review. But  there are fewer and fewer every day.</p>
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		<item>
		<title>What a Difference a Year (or Two) Makes in Electronic Discovery</title>
		<link>http://feedproxy.google.com/~r/e-discovery-blog/~3/b9AWt1Dnfd8/</link>
		<comments>http://www.clearwellsystems.com/e-discovery-blog/2010/08/05/what-a-difference-a-year-or-two-makes-in-electronic-discovery/#comments</comments>
		<pubDate>Thu, 05 Aug 2010 23:17:28 +0000</pubDate>
		<dc:creator>Kurt Leafstrand</dc:creator>
				<category><![CDATA[ECA]]></category>
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		<guid isPermaLink="false">http://www.clearwellsystems.com/e-discovery-blog/?p=959</guid>
		<description><![CDATA[August just wouldn&#8217;t be August without lazy days at the beach  spent playing in the sand, frolicking in the surf, and immersing yourself in the  LTN  executive summary of the latest Socha-Gelbmann Electronic Discovery report (in this case, the hot-off-the-presses 2010 edition).
Even with the lure of the big waves beckoning you out [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft" title="2 Years" src="http://www.clearwellsystems.com/e-discovery-blog/wp-content/uploads/2010/08/2years.jpg" alt="" width="200" height="138" />August just wouldn&#8217;t be August without lazy days at the beach  spent playing in the sand, frolicking in the surf, and immersing yourself in the  <a title="http://www.law.com/jsp/lawtechnologynews/PubArticleLTN.jsp?id=1202463900292&amp;Climbing_Back" href="http://www.law.com/jsp/lawtechnologynews/PubArticleLTN.jsp?id=1202463900292&amp;Climbing_Back" target="_blank">LTN  executive summary of the latest Socha-Gelbmann Electronic Discovery report</a> (in this case, the hot-off-the-presses 2010 edition).</p>
<p>Even with the lure of the big waves beckoning you out into  the water, if you follow <a title="http://www.clearwellsystems.com/" href="http://www.clearwellsystems.com/" target="_blank">electronic discovery</a> you  likely have a hard time pulling yourself away from the report, and this year is  no exception. In fact, this year&#8217;s report is especially insightful, as George  and Tom seem to have done a particularly impressive job of getting the pulse of  not just what&#8217;s going on in the law firm and service provider parts of the  market, but the enterprise as well.</p>
<p>This is a big change from just a couple of years ago. Go back  and <a title="http://www.law.com/jsp/lawtechnologynews/PubArticleLTN.jsp?id=1202423646479" href="http://www.law.com/jsp/lawtechnologynews/PubArticleLTN.jsp?id=1202423646479" target="_blank">review  the executive summary from 2008</a>, and you&#8217;ll notice a very different feel to  the findings. In 2008, much of the talk was around the dynamics of the service  provider market, with relatively little discussion of trends related to the  e-discovery process and technological innovation in the space. In 2008, it felt  like e-discovery was something you had other people do for you: the word  &#8220;consumer&#8221; appeared 12 times in the executive summary. In 2010, two short years  later? Just five times. Why? The language may be telling. &#8220;Cost&#8221; appeared seven  times in the 2008 report. In the 2010 report? 16… more than twice as  often.</p>
<p>What seems to have happened is that the recession has been  something of a refining fire for the electronic discovery market. In order to  reduce costs and manage risks, enterprises are behaving much less like consumers  and more like real customers with skin (and money) in the game. Not  surprisingly, they&#8217;ve gotten extremely aggressive about bringing  innovative  cost-containing measures to bear on the process. Socha and Gelbmann highlight  three:</p>
<ul>
<li>More targeted preservation and collection of ESI</li>
<li>More focused review and analysis of the data</li>
<li>More effective use of technology to speed up the efforts,  improve quality, and reduce costs</li>
</ul>
<p>This is great news for innovative software companies in the  e-discovery space &#8212; and their customers. What one would expect to occur in a  maturing market is that it would move from a period of rapid innovation to a  lower-innovation, consolidation phase. However, that&#8217;s not the case here. While  there is consolidation occurring,  what&#8217;s remarkable about e-discovery right now  isn&#8217;t really all the acquisition press releases in your twitter feed (mainly  from vendors saddled with prior-generation point solutions who are trying to  acquire their way toward a complete offering). Rather, it&#8217;s how leading  enterprises are increasingly seeking, and finding, cutting-edge solutions to  solve cost, efficiency, and risk management problems associated with e-discovery  that simply weren&#8217;t available prior to the meltdown.</p>
<p>As in-house legal and IT e-discovery spending starts to gain  steam, look for enterprises purchasing in-house solutions to demand many of the  innovations that have been developed over the last couple of years (most of  which are highlighted by the Socha-Gelbmann survey):</p>
<ul>
<li>Targeted collection: Products better able to strategically  target the collection of ESI, rather than attempting to boil the ocean, are more  suited to the mindset and approach of cost-conscious enterprises</li>
<li>Iterative discovery: Products that are able to provide &#8220;to  the left&#8221; functionality while still providing enterprise-class, intuitive  processing, analysis, review, and production functionality</li>
<li>Support for small <em>and</em> big cases: In discussing  &#8220;small is the new big&#8221;, Socha and Gelbmann highlight how &#8220;the aggregate of small  cases dwarfs the combined large cases.&#8221; Successful products must simultaneously  handle high numbers of smaller cases while still scaling to the largest  matters</li>
<li>Integrated analytics: Products must bring to bear powerful  analytics across all stages of the e-discovery process, focused not just on  document review, but also looking at aggregates of data from many different  angles and allowing you to see the big picture across the entire case for  effective information and cost management</li>
</ul>
<p>Is the EDD space maturing? Yes, as Socha and Gelbmann  rightfully point out. But it&#8217;s doing so in surprising, innovative ways that,  when it&#8217;s all over, may well prove to be a silver lining to the cloud of  challenges the industry has faced over the last two years.</p>
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		<title>2009 TREC Legal Track Sheds Light on Search Efficacy in Electronic Discovery</title>
		<link>http://feedproxy.google.com/~r/e-discovery-blog/~3/6-vCbriTIHE/</link>
		<comments>http://www.clearwellsystems.com/e-discovery-blog/2010/07/27/2009-trec-legal-track-sheds-light-on-search-efficacy-in-electronic-discovery/#comments</comments>
		<pubDate>Tue, 27 Jul 2010 22:31:44 +0000</pubDate>
		<dc:creator>Venkat Rangan</dc:creator>
				<category><![CDATA[EDD]]></category>
		<category><![CDATA[TREC]]></category>
		<category><![CDATA[e-discovery]]></category>
		<category><![CDATA[e-discovery search vendors]]></category>
		<category><![CDATA[e-discovery software]]></category>
		<category><![CDATA[early case assessment]]></category>
		<category><![CDATA[ediscovery]]></category>
		<category><![CDATA[electronic data discovery]]></category>
		<category><![CDATA[electronic discovery]]></category>
		<category><![CDATA[legal discovery]]></category>
		<category><![CDATA[litigation discovery]]></category>
		<category><![CDATA[litigation software]]></category>
		<category><![CDATA[litigation support software]]></category>
		<category><![CDATA[attachments]]></category>
		<category><![CDATA[Batch Task]]></category>
		<category><![CDATA[Clearwell]]></category>
		<category><![CDATA[discovery]]></category>
		<category><![CDATA[e-mail]]></category>
		<category><![CDATA[ECA]]></category>
		<category><![CDATA[ediscovery software]]></category>
		<category><![CDATA[ESI]]></category>
		<category><![CDATA[Interactive Task]]></category>

		<guid isPermaLink="false">http://www.clearwellsystems.com/e-discovery-blog/?p=954</guid>
		<description><![CDATA[In one of my previous posts, I had discussed the value and importance of TREC to the legal community. Clearwell Systems has been a TREC participant for the last two years, and believes in working with the rest of the participants in advancing the collective knowledge of electronic discovery-related information retrieval methodologies. TREC’s work has [...]]]></description>
			<content:encoded><![CDATA[<p>In one of my <a href="http://legaltech.law.com/my_weblog/why-trec-matters-to-electronic-data-discovery.html" target="_blank">previous posts</a>, I had discussed the value and importance of <a href="http://trec.nist.gov/" target="_blank">TREC</a> to the legal community. <a href="http://www.clearwellsystems.com/" target="_blank">Clearwell Systems</a> has been a TREC participant for the last two years, and believes in working with the rest of the participants in advancing the collective knowledge of <a href="http://www.clearwellsystems.com/" target="_blank">electronic discovery</a>-related information retrieval methodologies. TREC’s work has been conducted in the context of annual workshops, and is organized in the form of specific tracks. For legal professionals, the <a href="http://trec-legal.umiacs.umd.edu/" target="_blank">TREC Legal Track</a> is the most relevant, and track organizers have just released the much-awaited overview of the 2009 workshop. I will summarize the key results from the study and its broader implications.</p>
<p>The <a href="http://trec.nist.gov/pubs/trec18/papers/LEGAL09.OVERVIEW.pdf" target="_blank">overview paper is now available</a> and covers the design of the two tasks within the track – the Interactive task and the Batch task. The Interactive Task is very relevant for the legal community, since it is designed specifically for analyzing the task of producing specific records in response to a “discovery request”. As noted in the paper, 15 teams participated, including 10 commercial teams, up from three teams in 2008. The 2009 study was also the first time an email collection (based on Enron emails released by FERC) was used.</p>
<p>The Interactive Task involves a “mock complaint” and seven different topics, with each topic described in the form of a general information request. Several teams participated by choosing one or more topics and submitting responsive documents for each.  These were then assessed using a mathematically sound sampling and estimation methodology, and effectiveness metrics were computed for each team.</p>
<p>The critical summary measure is F1, a combination of precision (estimate of false positives) and recall (estimate of false negatives). Overall, the highest F1 measure achieved across six of the seven topics was very good, as evidenced by values from 0.614 to 0.840. As an example, an F1 measure of 0.840 was achieved with a Recall of 0.778 and Precision of 0.912. This implies that the information request was satisfied with very few false positives (8.8%) and few false negatives (22.2%). Having a high precision implies that your reviewers will be reviewing fewer irrelevant documents, hence reducing your review workload and review costs.  A high recall ensures that very few documents were missed, so your case teams can be confident that all the facts of the case are examined.</p>
<p>It’s always important to look not only at the results, but the costs incurred when achieving said results.  We can break this into the costs that each team incurred, and the costs that assessment and topic authorities incurred. Unfortunately, the study did not track the amount of resources each team expended, so we will have to leave that as a possible improvement for a future study. To get a view of the second cost, a review of the tabulation of team interactions with topic authorities (Figure 3 of the overview paper) is helpful. In this study, the topic authority plays the role of a case expert. The numbers show that for some topics, a highly acceptable F-measure (over 0.75) was achieved even with interactions of 100 minutes, well below the 600 minutes allocated for each team. This would indicate that the teams were able to understand and construct meaningful searches with very reasonable amount of involvement of a case expert.</p>
<p>The other interesting conclusion is that there is value in selecting a corpus containing attachments. The study found that attachments increased the value of responsiveness by measuring the “document to attachment” ratios. For the responsive set, this ratio was a significantly higher value of 4.8 (i.e., responsive document families had, on average, one message and 3.8 attachments), while the entire population had this ratio at 2.2. This suggests that using the Enron corpus that contained attachments was a very good decision.</p>
<p>Of course, the most revealing, controversial finding is with respect to the Assessment and Adjudication phase of the project. As noted in the overview paper’s section 2.3.4, the rate of success of appeals was significant, ranging from 82% to 97%. In other words, the initial sample assessments were reversed in an astonishingly large number of cases. One could argue that the appealed documents were carefully selected, but that argument is weakened by the varying number of appeals by participating teams, and the success rate for even the teams with larger number of submissions. As noted in the paper, the teams that invested greater amounts of resources in the appeals phase benefited proportionately in the levels of improvement of their final precision and recall numbers. I know that constructing appeals can consume a lot of resources since, in addition to the normal information retrieval task, you are required to provide a convincing argument for reversing an initial judgment. This becomes very much a review exercise, not unlike the traditional manual review that the broader legal industry has been struggling with. For example, our own appeals budget was limited, forcing us to sample the appealed documents and select only a few. The outcome of this is that un-appealed documents are all assessed as relevant, which is unsubstantiated by the large number of appeals. In the final analysis, section 2.4.2 illustrates a salient indicator of success – teams that had a positive and useful interaction with the topic authority had the greatest success of initial assessments as well as success in appeals, and the ones that leveraged this for the greatest number of appeals had reported the greatest F-measure.</p>
<p>The 2009 study saw a significant increase in participation from commercial teams. My own personal observation is that unlike academic teams, commercial teams tend to evaluate their participation in TREC projects through the narrow prism of short-term return on investment. While there is value in contributing to the community, I am sure each team is asked to justify the benefits of participation to their management. Some would argue that the full benefit is not realized because of the restrictions placed on dissemination of results within the broader community, especially in the area of marketing the results. I am sure every commercial participant would want to promote their performance, and highlight how their technology and methodology was superior. Given that such direct comparisons are not permitted, the ability to market your results is severely curtailed. The potential for comparative analysis could be a powerful motivator for all participating teams to invest more in the exercise, with the final outcome that the community benefits.</p>
<p>As I noted in my previous post, the legal e-discovery profession needs an independent authority that can challenge vendor claims and provide objective validation of one of the most complex areas of e-discovery – search and information retrieval. TREC has stepped in and served that need very effectively. And, this has been deservedly noticed by the people that matter – Justices of cases involving electronic discovery, expressing their opinions regarding “reasonableness” with respect to cost-shifting, adverse inference, motion to dismiss and other judgments.</p>
<p>A study of such magnitude is bound to have certain flaws, and these are documented in Section 2.5. Leaving aside these shortcomings, the TREC Legal Track effort is immensely useful for both participants and consumers/users of legal technologies and services. The value offered to the community by such studies is well captured in the companion report, titled the <a href="http://trec.nist.gov/pubs/2010.economic.impact.pdf" target="_blank">Economic Impact Assessment of NIST’s TREC program</a>. As the TREC coordinators are rolling out their new TREC 2010 Legal Track tasks, it is obvious that continued improvements in both the design and execution will make it even more attractive for all participants. Clearwell Systems is committed to the overall goals of TREC and intends to continue their involvement in the TREC 2010 Legal Track projects.</p>
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