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    <title>Comments on Exploring Content Filters</title>
    <link>http://www.boxesandarrows.com/view/exploring_content_filters</link>
    <pubDate>Thu, 10 May 2007 19:20:32 GMT</pubDate>
    <description>What if there was a new way of navigating an online information space we&amp;#8217;ve all seen before but just never thought to use? I&amp;#8217;m talking about subtracting away information the user doesn&amp;#8217;t want. Content filtering is a much more natural way of sorting through categories, especially when the majority of your content is under more than one subject.</description>
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      <description>&lt;p&gt;There&amp;#8217;s the simple and then there&amp;#8217;s the really complex. The example I always turn to is the Texas Instruments parametric search (powered by Endeca). The search begins once you&amp;#8217;ve clicked on a product group (the visual design is not optimal): &lt;a href="http://focus.ti.com/tihome/docs/paramsearches.tsp" rel="nofollow"&gt;http://focus.ti.com/tihome/docs/paramsearches.tsp&lt;/a&gt;, the data is fully displayed at the bottom, if you scroll down and start selecting parameters you can see how the dynamic relation between the parameters affect the results.&lt;/p&gt;

	&lt;p&gt;What&amp;#8217;s interesting about TI is that they don&amp;#8217;t drive their main site search with Endeca, just the parts search&amp;#8212;but TI has a great understanding of the need for designing a variety of specialized searches (&lt;a href="http://focus.ti.com/tihome/docs/allsearches.tsp?DCMP=TIHomeTracking&amp;#38;HQS=Other+OT+home_s_allsearch" rel="nofollow"&gt;http://focus.ti.com/tihome/docs/allsearches.tsp?DCMP=TIHo&amp;hellip;&lt;/a&gt;, not that all of these have been &amp;#8216;optimized&amp;#8217;). A great piece on searching in general (&lt;a href="http://www.intranetjournal.com/features/cadis-2.shtml" rel="nofollow"&gt;http://www.intranetjournal.com/features/cadis-2.shtml&lt;/a&gt;) notes semiconductor catalogs as one high-profile use of parametric searches. The real issue is &lt;span class="caps"&gt;LOTS&lt;/span&gt; of data/attributes to sort through to get to what&amp;#8217;s relevant to you. If the kind of content that Google returns had more parameters in the metadata then we&amp;#8217;d see a lot more parametric searching going on. Otherwise it&amp;#8217;s a must-have where there are lots of attributes and large data sets (Home Depot&amp;#8217;s products are navigated via this approach, again using Endeca).&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_7662</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_7662</guid>
      <pubDate>Thu, 10 May 2007 19:20:32 GMT</pubDate>
      <author>Paula Thornton</author>
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      <description>&lt;p&gt;An excellent example of this kind of filtering is on &lt;a href="http://www.epinions.com/" rel="nofollow"&gt;http://www.epinions.com/&lt;/a&gt; &amp;#8211; the site&amp;#8217;s a great hybrid of exclusive category navigation and filtering (&amp;#8220;I want cameras that cost less than $300 and are made by Canon&amp;#8221;)&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_440</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_440</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>Gabe  </author>
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      <description>&lt;p&gt;A few months have now passed and I&amp;#8217;ve found a great example of this technique used online at Oddbins.&lt;/p&gt;

	&lt;p&gt;&amp;#8212;- This is an excellent Filtering example!&amp;#8212;-&lt;br /&gt;&lt;a href="http://www.oddbins.com/products/Wine.asp" rel="nofollow"&gt;http://www.oddbins.com/products/Wine.asp&lt;/a&gt;&lt;/p&gt;

	&lt;p&gt;I have also linked the demo that was mentioned above as well as an example from &lt;span class="caps"&gt;NBA&lt;/span&gt;.com that almost &amp;#8216;gets it&amp;#8217;... but not quite.  :(&lt;/p&gt;

	&lt;p&gt;&amp;#8212;- This is the direct link to the FacetMap demo&amp;#8212;-&lt;br /&gt;&lt;a href="http://facetmap.com:8080/browse.jsp?s=220000&amp;#38;n=2&amp;#38;v=2" rel="nofollow"&gt;http://facetmap.com:8080/browse.jsp?s=220000&amp;#38;n=2&amp;#38;v=2&lt;/a&gt;&lt;/p&gt;

	&lt;p&gt;&amp;#8212;- This example is almost there&amp;#8230; Such a shame&amp;#8212;-&lt;br /&gt;&lt;a href="http://store.nba.com/" rel="nofollow"&gt;http://store.nba.com/&lt;/a&gt;&lt;/p&gt;

	&lt;p&gt;Why is it that the only perfect examples of Filtering are about drinking? How strange is that?&lt;/p&gt;

	&lt;p&gt;I guess you have to be drunk to warrant this amount of &amp;#8216;ease of use&amp;#8217;...&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_439</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_439</guid>
      <pubDate>Fri, 26 Jan 2007 14:50:13 GMT</pubDate>
      <author>Clifton</author>
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      <description>&lt;p&gt;Small addition to my comment above:&lt;/p&gt;

	&lt;p&gt;The &lt;span class="caps"&gt;URL&lt;/span&gt; for the FacetMap demo is better written as &lt;a href="http://facetmap.com" rel="nofollow"&gt;http://facetmap.com&lt;/a&gt;&lt;/p&gt;

	&lt;p&gt;Travis has done added some impressive things here, including the ability to try out different navigation interfaces for the facetmaps, including a drop-down menu system almost *exactly* like what Clifton is describing in his article.&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_438</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_438</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>Andrew Otwell</author>
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      <description>&lt;p&gt;It does sound a lot like faceted searches. You should check out the stuff that Marti Hearst has done at Berkeley; I think she&amp;#8217;s explored some of the concepts here pretty rigorously. Really I think the word that&amp;#8217;s missing here is &amp;#8220;winnowing&amp;#8221;: a method of refining a large set of stuff into a small and precise set of stuff.&lt;/p&gt;

	&lt;p&gt;Also look at the examples at &lt;a href="http://64.220.144.86:8080/facetmap/index.html" rel="nofollow"&gt;http://64.220.144.86:8080/facetmap/index.html&lt;/a&gt; where you can look at an example using wines or create your own facetmap to try it out.  (when did that cool feature get added?)&lt;/p&gt;

	&lt;p&gt;For the &amp;#8220;empy node&amp;#8221; problem: we&amp;#8217;re building a faceted search interface for a large product database right now and decided that any nodes with 0 results in them would simply not be shown as navigation options. (They of course appear in the &lt;span class="caps"&gt;CMS&lt;/span&gt; for content creators, and would appear with results if content is put in them).&lt;/p&gt;

	&lt;p&gt;I&amp;#8217;m wondering about the real value of this for small screens, as you suggest. Part of the power of it is taking advantage of people&amp;#8217;s ability to scan large bodies of information quickly and to decide how to process it. Without being able to actually *see* the large set of items being refined, winnowed, or filtered, I don&amp;#8217;t really have any idea about what I&amp;#8217;m getting.&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_437</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_437</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>Andrew Otwell</author>
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      <description>&lt;p&gt;This seems very much like faceted browsing to me.  Peter Moreville has written some stuff about it.  The problems I&amp;#8217;ve found with faceted browsing include a lack of instant gratification (search engines give you immediate results), and issues of context, especially feedback on what I&amp;#8217;m doing.&lt;/p&gt;

	&lt;p&gt;Marti Hearst at UC Berkeley has some good examples at her Flamenco project (see flamenco.berkeley.edu). Marti&amp;#8217;s got an extra improvement: she makes sure that every option shows the number of hits you&amp;#8217;ll get if you choose it.  This addresses the &amp;#8220;empty nodes&amp;#8221; problem as well as the &amp;#8220;one item surprise&amp;#8221;.&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_436</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_436</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>Avi Rappoport</author>
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      <description>&lt;p&gt;This is not exactly new. We&amp;#8217;ve used this technique for years, even using the choices to filter the choices. Works great. Customers complained a lot before we used it (who wants to wade through long, long lists of anything other than one&amp;#8217;s personal stock holdings?) They don&amp;#8217;t complain now &amp;#8211; I guess that means it&amp;#8217;s usable.&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_435</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_435</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>lee fleming</author>
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      <description>&lt;p&gt;Interesting. We actually tried out an approach like this for a client &amp;#8211; no usability testing though so no idea if it worked well.&lt;/p&gt;

	&lt;p&gt;There are a few problems with this approach we encountered:&lt;/p&gt;

	&lt;p&gt;- empty nodes: you have to have your dropdowns dynamically avoid empty nodes.&lt;br /&gt;- if they have to choose all three dropdowns before clicking submit, that can get complex cognitively. It may be better to reload upon choosing an element in a dropdown, but that invites some obvious interface problems.&lt;/p&gt;</description>
      <link>http://www.boxesandarrows.com/view/exploring_content_filters#content_434</link>
      <guid>http://www.boxesandarrows.com/view/exploring_content_filters#content_434</guid>
      <pubDate>Tue, 28 Aug 2007 00:28:31 GMT</pubDate>
      <author>PeterV  </author>
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