{"id":197,"date":"2006-02-12T10:39:10","date_gmt":"2006-02-12T14:39:10","guid":{"rendered":"http:\/\/blogs.law.harvard.edu\/yulelog\/2006\/02\/12\/who-do-you-know-on-expert-systems-vs-"},"modified":"2007-02-15T15:40:12","modified_gmt":"2007-02-15T19:40:12","slug":"who-do-you-know-on-expert-systems-vs-p2ps","status":"publish","type":"post","link":"https:\/\/archive.blogs.harvard.edu\/yulelog\/2006\/02\/12\/who-do-you-know-on-expert-systems-vs-p2ps\/","title":{"rendered":"Who do you know? On &#8220;expert&#8221; systems vs P2Ps&#8230;"},"content":{"rendered":"<p><a name=\"a2419\"><\/a>  I&#8217;ve had this weird suspicion creep up on me in the past few days.  Ever since February 3rd, when I read the <em>LA Times<\/em> article, <a href=\"http:\/\/www.calendarlive.com\/printedition\/calendar\/cl-et-pandora3feb03,0,7458778.story?coll=cl-calendar\">That song sounds familiar<\/a> about <a href=\"http:\/\/pandora.com\/\">Pandora<\/a>, a six-year old internet radio website which I blogged about on <a href=\"http:\/\/blogs.law.harvard.edu\/yulelog\/2006\/02\/08#a2414\">Wednesday<\/a>, I have been turning over in my head several related problems: of stress, of my sense of time (that it&#8217;s always running out), and of what looks like a collective crumbling of the ability to focus.  The <em>LA Times<\/em> article brought up the fascinating issue of whether <a href=\"http:\/\/pandora.com\/\">Pandora<\/a> is really internet worthy in that whizz-bang peer-to-peer, wisdom-of-crowds sense, for Pandora relies not on peer recommendation, but on &#8230;expertise.  Instead of using peers who &#8220;recommend&#8221; that if you like A, then you might like B, Pandora&#8217;s experts analyse music, isolate aspects of it, and offer the listener a number of choices based on those isolated aspects.  When I tried it, I was offered several duds (to my ears), and I had to &#8220;guide&#8221; the program toward the tunes I liked better.  Once the guiding process was on its way, the program did come up with songs I liked.  I started with The The&#8217;s &#8220;This is the day&#8221; (old stuff, over 20 years) and (after some mis-starts) got Gay Dad (more recent), along with other, more recent new-to-me material I liked.<\/p>\n<p>The <em>Times<\/em> on the other hand quoted an assistant professor of communications at BU, who worries that Pandora<\/p>\n<blockquote><p><em>&#8220;runs counter to the democratizing trend of the Internet.&#8221; Instead of using &#8220;collaborative filtering&#8221; software pioneered by Amazon.com and Apple&#8217;s iTunes (&#8220;customers who bought this album also bought these albums&#8221;), Pandora &#8220;puts the power of the recommendation in the hands of an expert system,&#8221; McQuivey says. &#8220;Pandora will succeed only if its centralized system proves superior to the wisdom of the crowd.&#8221;<\/em> [<a href=\"http:\/\/www.calendarlive.com\/printedition\/calendar\/cl-et-pandora3feb03,0,7458778.story?coll=cl-calendar\">More&#8230;<\/a>]<\/p><\/blockquote>\n<p>Aside from the notion that peer-to-peer systems or the wisdom-of-the-crowds is truly &#8212; or shall we say: inevitably &#8212; democratic, I find the implied idea that expert systems are somehow inherently undemocratic absolutely baffling, if not troubling.<\/p>\n<p>I happened to like the sense of engagement I got from &#8220;guiding&#8221; Pandora, and it helped focus my attention. When its &#8220;experts&#8221; offered me song, I could inquire, &#8220;why did you suggest this,&#8221; particularly when I was offered a song I <em>didn&#8217;t<\/em> like.  I could then gather my own attention as I was asked to give the thumbs up or down to the song I was offered.  Although I was guided by the &#8220;expert suggestions,&#8221; I in turn was guiding Pandora through my choices.<\/p>\n<p>In a peer-to-peer or wisdom-of-the-crowds universe, my attention is scattered, sometimes pleasurably, but often to the point of pain: there&#8217;s so much to keep up with, so many choices to confront and evaluate, and thanks, but no thanks, I really <em>don&#8217;t<\/em> want to be carried away by the supposed wisdom of the crowd.  It takes me a long time to decide &#8212; to choose &#8212; that someone, anyone at all, is my <em>peer<\/em>, and having all those <em>alleged<\/em>, if friendly, peers telling me at every turn that I might like this or that, and that I really should try this and go with that ends up making me crazy stressed and nuts.<\/p>\n<p>My suspicion, then, to get back to my point of departure, is that (1) the digitally distributed peer-to-peer universe is the perfect expression of our attention-deficit plagued age, and (2) the digitially distributed peer-to-peer universe contributes to further exacerbations of attention deficit, stress, to the continued sense of never having enough time.  Further to that, my suspicion leads to a conclusion that some may call anti-social, but that to my (dialectical) mind is an epitome of social commitment: it&#8217;s fine to hang with the crowd for a while, but to get anything meaningful done, you better be prepared to leave your peers behind and become your own expert.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I&#8217;ve had this weird suspicion creep up on me in the past few days. Ever since February 3rd, when I read the LA Times article, That song sounds familiar about Pandora, a six-year old internet radio website which I blogged about on Wednesday, I have been turning over in my head several related problems: of [&hellip;]<\/p>\n","protected":false},"author":311,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[600],"tags":[],"class_list":["post-197","post","type-post","status-publish","format-standard","hentry","category-yulelogstories"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/posts\/197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/users\/311"}],"replies":[{"embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/comments?post=197"}],"version-history":[{"count":0,"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/posts\/197\/revisions"}],"wp:attachment":[{"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/media?parent=197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/categories?post=197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/archive.blogs.harvard.edu\/yulelog\/wp-json\/wp\/v2\/tags?post=197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}