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	<title>Comments on: Mufin: An Automated Music Recommendation Engine That Actually Works</title>
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	<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/</link>
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	<lastBuildDate>Thu, 26 Nov 2009 16:17:08 -0800</lastBuildDate>
	
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		<item>
		<title>By: On/Off &#187; Blog Archive &#187; Invite Email and Beta Registration UX: The First Impression That Counts</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2991456</link>
		<dc:creator>On/Off &#187; Blog Archive &#187; Invite Email and Beta Registration UX: The First Impression That Counts</dc:creator>
		<pubDate>Fri, 18 Sep 2009 10:08:44 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2991456</guid>
		<description>[...] This is a question you can’t always answer, but in this case I recall arriving to mufin website after reading an article on TechCrunch, just a few weeks ago.Why not store the date and referer address on your invitation request [...]</description>
		<content:encoded><![CDATA[<p>[...] This is a question you can’t always answer, but in this case I recall arriving to mufin website after reading an article on TechCrunch, just a few weeks ago.Why not store the date and referer address on your invitation request [...]</p>
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	<item>
		<title>By: Why The Music Industry Still Needs Taste Makers &#124; MicControl</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2863207</link>
		<dc:creator>Why The Music Industry Still Needs Taste Makers &#124; MicControl</dc:creator>
		<pubDate>Fri, 17 Jul 2009 16:14:40 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2863207</guid>
		<description>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</description>
		<content:encoded><![CDATA[<p>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</p>
]]></content:encoded>
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	<item>
		<title>By: Why the Music Industry Still Needs Taste Makers &#124; State of Mind of The Arts</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2832192</link>
		<dc:creator>Why the Music Industry Still Needs Taste Makers &#124; State of Mind of The Arts</dc:creator>
		<pubDate>Wed, 01 Jul 2009 19:04:13 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2832192</guid>
		<description>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</description>
		<content:encoded><![CDATA[<p>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</p>
]]></content:encoded>
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	<item>
		<title>By: WHY THE MUSIC INDUSTRY STILL NEEDS TASTE MAKERS &#124; creative deconstruction</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2767820</link>
		<dc:creator>WHY THE MUSIC INDUSTRY STILL NEEDS TASTE MAKERS &#124; creative deconstruction</dc:creator>
		<pubDate>Wed, 27 May 2009 02:50:43 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2767820</guid>
		<description>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</description>
		<content:encoded><![CDATA[<p>[...] good start, using over 50 actual humans to analyze a host of criteria when making recommendations. Mufin is brand new, and looks like it may be the most comprehensive recommendation engine to date. But [...]</p>
]]></content:encoded>
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	<item>
		<title>By: Mufin: descoperă muzică nouă &#124; CNET.ro</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2647223</link>
		<dc:creator>Mufin: descoperă muzică nouă &#124; CNET.ro</dc:creator>
		<pubDate>Sat, 07 Mar 2009 17:50:59 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2647223</guid>
		<description>[...] rămânând însă în “repertoriul” favorit, s-ar putea să vă ajute Mufin.com. TechCrunch scria despre acest sit în toamna lui 2008, descriindu-l ca “an automated music recommendation engine that actually [...]</description>
		<content:encoded><![CDATA[<p>[...] rămânând însă în “repertoriul” favorit, s-ar putea să vă ajute Mufin.com. TechCrunch scria despre acest sit în toamna lui 2008, descriindu-l ca “an automated music recommendation engine that actually [...]</p>
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		<title>By: http://www.digiwu.com &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2639520</link>
		<dc:creator>http://www.digiwu.com &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</dc:creator>
		<pubDate>Sat, 28 Feb 2009 13:50:45 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2639520</guid>
		<description>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</description>
		<content:encoded><![CDATA[<p>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</p>
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		<title>By: Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player &#124; Webtrendblog.com</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2639174</link>
		<dc:creator>Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player &#124; Webtrendblog.com</dc:creator>
		<pubDate>Sat, 28 Feb 2009 01:38:39 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2639174</guid>
		<description>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</description>
		<content:encoded><![CDATA[<p>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</p>
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		<title>By: The Far Edge &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2638987</link>
		<dc:creator>The Far Edge &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</dc:creator>
		<pubDate>Fri, 27 Feb 2009 22:00:20 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2638987</guid>
		<description>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</description>
		<content:encoded><![CDATA[<p>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</p>
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	<item>
		<title>By: The Far Edge &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2638986</link>
		<dc:creator>The Far Edge &#187; Blog Archive &#187; Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</dc:creator>
		<pubDate>Fri, 27 Feb 2009 22:00:19 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2638986</guid>
		<description>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</description>
		<content:encoded><![CDATA[<p>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The player includes a [...]</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2638750</link>
		<dc:creator>Mufin Incorporates Powerful Recommendation Engine Into New Native Music Player</dc:creator>
		<pubDate>Fri, 27 Feb 2009 18:00:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2638750</guid>
		<description>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The [...]</description>
		<content:encoded><![CDATA[<p>[...] an automated music recommendation engine that actually works (most of the time), has released a new native media player in public beta. The [...]</p>
]]></content:encoded>
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		<title>By: more Data less math&#8230; &#8212; topotropic</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2590478</link>
		<dc:creator>more Data less math&#8230; &#8212; topotropic</dc:creator>
		<pubDate>Sat, 10 Jan 2009 17:18:21 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2590478</guid>
		<description>[...] (english article on techcrunch.com) [...]</description>
		<content:encoded><![CDATA[<p>[...] (english article on techcrunch.com) [...]</p>
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		<title>By: massenpublikum&#187; Blogarchiv &#187; mufin: Musik wird demokratisch</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2543532</link>
		<dc:creator>massenpublikum&#187; Blogarchiv &#187; mufin: Musik wird demokratisch</dc:creator>
		<pubDate>Sat, 22 Nov 2008 19:14:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2543532</guid>
		<description>[...] wurde sowohl international von Techcrunch als auch national von netzwertig in den höchsten Tönen gelobt. Besser kann ein Start kaum [...]</description>
		<content:encoded><![CDATA[<p>[...] wurde sowohl international von Techcrunch als auch national von netzwertig in den höchsten Tönen gelobt. Besser kann ein Start kaum [...]</p>
]]></content:encoded>
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		<title>By: Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music] &#124; The tech blog</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2543134</link>
		<dc:creator>Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music] &#124; The tech blog</dc:creator>
		<pubDate>Sat, 22 Nov 2008 06:00:48 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2543134</guid>
		<description>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</description>
		<content:encoded><![CDATA[<p>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</p>
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	<item>
		<title>By: DHCPme &#187; Blog Archive &#187; Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music]</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2542117</link>
		<dc:creator>DHCPme &#187; Blog Archive &#187; Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music]</dc:creator>
		<pubDate>Fri, 21 Nov 2008 07:46:59 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2542117</guid>
		<description>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</description>
		<content:encoded><![CDATA[<p>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</p>
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		<title>By: Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like - Softsaurus.org</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2541556</link>
		<dc:creator>Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like - Softsaurus.org</dc:creator>
		<pubDate>Thu, 20 Nov 2008 21:57:07 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2541556</guid>
		<description>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</description>
		<content:encoded><![CDATA[<p>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</p>
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		<title>By: McColley.net &#187; Blog Archive &#187; Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music]</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2541508</link>
		<dc:creator>McColley.net &#187; Blog Archive &#187; Mufin Music Recommendation Engine Finds Tunes You&#8217;ll Like [Music]</dc:creator>
		<pubDate>Thu, 20 Nov 2008 21:33:10 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2541508</guid>
		<description>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</description>
		<content:encoded><![CDATA[<p>[...] results from these sort of &#8220;audio fingerprints,&#8221; but according to tech blog TechCrunch, Mufin&#8217;s analysis actually works really well. Apart from the basic search engine available on their homepage, Mufin also offers [...]</p>
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		<title>By: Mufin offers a new, tech-heavy music recommendation service &#187; VentureBeat</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2541416</link>
		<dc:creator>Mufin offers a new, tech-heavy music recommendation service &#187; VentureBeat</dc:creator>
		<pubDate>Thu, 20 Nov 2008 20:24:04 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2541416</guid>
		<description>[...] recommendation service, has publicly launched today. The Berlin-based company has been getting some positive reviews because of its technology, built by the Fraunhofer Institute, the German research [...]</description>
		<content:encoded><![CDATA[<p>[...] recommendation service, has publicly launched today. The Berlin-based company has been getting some positive reviews because of its technology, built by the Fraunhofer Institute, the German research [...]</p>
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		<title>By: sorter</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2533292</link>
		<dc:creator>sorter</dc:creator>
		<pubDate>Thu, 13 Nov 2008 18:46:34 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2533292</guid>
		<description>But plorf.com doesn&#039;t find matching music! Mufin is about finding matching music - on the net or offline with the player on the hard disc!</description>
		<content:encoded><![CDATA[<p>But plorf.com doesn&#8217;t find matching music! Mufin is about finding matching music &#8211; on the net or offline with the player on the hard disc!</p>
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		<title>By: Music Master Phil</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2513022</link>
		<dc:creator>Music Master Phil</dc:creator>
		<pubDate>Sat, 25 Oct 2008 07:59:16 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2513022</guid>
		<description>For a simple music search engine where you can listen and download directly from one site without having to register try http://www.plorf.com</description>
		<content:encoded><![CDATA[<p>For a simple music search engine where you can listen and download directly from one site without having to register try <a href="http://www.plorf.com" rel="nofollow"></a><a href='http://www.plorf.com'>http://www.plorf.com</a></p>
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		<title>By: Invite Email and Beta Registration UX: The First Impression That Counts at On/Off</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-2/#comment-2507708</link>
		<dc:creator>Invite Email and Beta Registration UX: The First Impression That Counts at On/Off</dc:creator>
		<pubDate>Mon, 20 Oct 2008 17:31:47 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2507708</guid>
		<description>[...] This is a question you can’t always answer, but in this case I recall arriving to mufin website after reading an article on TechCrunch, just a few weeks ago.Why not store the date and referrer address on your invitation request [...]</description>
		<content:encoded><![CDATA[<p>[...] This is a question you can’t always answer, but in this case I recall arriving to mufin website after reading an article on TechCrunch, just a few weeks ago.Why not store the date and referrer address on your invitation request [...]</p>
]]></content:encoded>
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		<title>By: pit</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-1/#comment-2504532</link>
		<dc:creator>pit</dc:creator>
		<pubDate>Fri, 17 Oct 2008 00:00:02 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2504532</guid>
		<description>its kind of obvious, the similarity is based on measurable acoustic criteria of course it does not recognize a musical genre, metatags or social classifications. sure, its kind of dumb to build a whole service around merely technical data without combining it with other strategies.</description>
		<content:encoded><![CDATA[<p>its kind of obvious, the similarity is based on measurable acoustic criteria of course it does not recognize a musical genre, metatags or social classifications. sure, its kind of dumb to build a whole service around merely technical data without combining it with other strategies.</p>
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		<title>By: JC</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-1/#comment-2499309</link>
		<dc:creator>JC</dc:creator>
		<pubDate>Sun, 12 Oct 2008 13:47:23 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2499309</guid>
		<description>Complete fail.  I&#039;m not so much disappointed in this Mufin service as I am in TechCrunch&#039;s review.  I always thought this blog told it straight.  Did they actually use this service?  How can everyone else here have a 90% fail rate on matching songs and TC get such good results?</description>
		<content:encoded><![CDATA[<p>Complete fail.  I&#8217;m not so much disappointed in this Mufin service as I am in TechCrunch&#8217;s review.  I always thought this blog told it straight.  Did they actually use this service?  How can everyone else here have a 90% fail rate on matching songs and TC get such good results?</p>
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		<title>By: Michael K Pate</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-1/#comment-2498533</link>
		<dc:creator>Michael K Pate</dc:creator>
		<pubDate>Sat, 11 Oct 2008 11:31:01 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2498533</guid>
		<description>I tried Jonathan Coulton&#039;s Code Monkey: no matches. Then Owner of a Lonely Heart: first three matches were the same song off other compilation albums. Finally, clicked the link for NIN&#039;s Closer and saw the top match: Britney Spears&#039; Oops.

I haven&#039;t been this disappointed in a new product since Cuil launched.</description>
		<content:encoded><![CDATA[<p>I tried Jonathan Coulton&#8217;s Code Monkey: no matches. Then Owner of a Lonely Heart: first three matches were the same song off other compilation albums. Finally, clicked the link for NIN&#8217;s Closer and saw the top match: Britney Spears&#8217; Oops.</p>
<p>I haven&#8217;t been this disappointed in a new product since Cuil launched.</p>
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		<title>By: You don&#8217;t really need to read this. &#187; In My CD Player</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-1/#comment-2498280</link>
		<dc:creator>You don&#8217;t really need to read this. &#187; In My CD Player</dc:creator>
		<pubDate>Sat, 11 Oct 2008 04:16:56 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2498280</guid>
		<description>[...] other day Techcruch was talking about a new music recommendation engine called Mufin, which they think does a pretty good job. The reason [...]</description>
		<content:encoded><![CDATA[<p>[...] other day Techcruch was talking about a new music recommendation engine called Mufin, which they think does a pretty good job. The reason [...]</p>
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	<item>
		<title>By: Peter Jeffe</title>
		<link>http://www.techcrunch.com/2008/10/08/mufin-an-automated-music-recommendation-engine-that-actually-works/comment-page-1/#comment-2497947</link>
		<dc:creator>Peter Jeffe</dc:creator>
		<pubDate>Fri, 10 Oct 2008 22:57:54 +0000</pubDate>
		<guid isPermaLink="false">http://www.techcrunch.com/?p=23095#comment-2497947</guid>
		<description>Yeah, I had a pretty bad experience with Mufin as well (disclosure: I am co-founder of the MixZing music discovery solution).  I just have a fundamental problem with these technical affinity approaches.  As others have said, how can you really capture context and mood by looking at melodies, beats, etc.?

We take the collaborative filtering approach at MixZing, using tons of real user playlists as input, and the recommendations we give are specific to a given playlist, since otherwise they&#039;d have no context.  Check out our iTunes plug-in if you&#039;re interested (sorry, that&#039;s my shameless plug-in plug).</description>
		<content:encoded><![CDATA[<p>Yeah, I had a pretty bad experience with Mufin as well (disclosure: I am co-founder of the MixZing music discovery solution).  I just have a fundamental problem with these technical affinity approaches.  As others have said, how can you really capture context and mood by looking at melodies, beats, etc.?</p>
<p>We take the collaborative filtering approach at MixZing, using tons of real user playlists as input, and the recommendations we give are specific to a given playlist, since otherwise they&#8217;d have no context.  Check out our iTunes plug-in if you&#8217;re interested (sorry, that&#8217;s my shameless plug-in plug).</p>
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