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	<title>blog.hyro.com</title>
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	<link>http://blog.hyro.com</link>
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	<pubDate>Thu, 24 Jun 2010 10:25:09 +0000</pubDate>
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		<title>Identity and the agile organisation</title>
		<link>http://blog.hyro.com/?p=272</link>
		<comments>http://blog.hyro.com/?p=272#comments</comments>
		<pubDate>Thu, 24 Jun 2010 10:25:09 +0000</pubDate>
		<dc:creator>Kate.Carruthers</dc:creator>
		
		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[Identity Management]]></category>

		<category><![CDATA[Strategy]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=272</guid>
		<description><![CDATA[The digital age continues to revolutionise the way organisations deliver goods and services. In addition, the proliferation of mobile devices and the associated instantaneous delivery has also exponentially increased the expectations of consumers and constituents.
If we think of this as the digital challenge, an enterprise must balance the diametrically opposed constraints of being more responsive [...]]]></description>
			<content:encoded><![CDATA[<p>The digital age continues to revolutionise the way organisations deliver goods and services. In addition, the proliferation of mobile devices and the associated instantaneous delivery has also exponentially increased the expectations of consumers and constituents.<a href="http://blog.hyro.com/wp-content/uploads/2010/06/noname.png"><img class="alignright size-medium wp-image-290" title="Hyro Identity Management Model" src="http://blog.hyro.com/wp-content/uploads/2010/06/noname.png" alt="" width="280" height="300" /></a></p>
<p>If we think of this as the digital challenge, an enterprise must balance the diametrically opposed constraints of being more responsive and agile while keeping information, applications and services secure.</p>
<p>A key enabler that businesses need for the Digital Economy is a toolset to manage identity on a contextual basis.</p>
<p>In a business sense a person may also hold employee, prospect, partner, shareholder or other relationships.  While all of those contexts are clear, the things that make them different are also the things that make them the same. Thus organisations need to manage digital identities that truly reflect the real world where people are part of various communities, business roles, customers, consumers and constituents.</p>
<p>Some of the challenges an effective identity management solution must meet for the digital age include:</p>
<ul>
<li>federated access</li>
<li>single sign on</li>
<li>authorisation support</li>
<li>cloud readiness</li>
<li>platform independence</li>
<li>identity lifecycle and role management</li>
</ul>
<p>If you are interested in discussing your identity management needs with Hyro please email <a href="mailto:peter.mountford@hyro.com?subject=Blog Query IDAM">Peter Mountford</a>.</p>
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		<item>
		<title>Windows and Open Source - Social Media Aggregation client</title>
		<link>http://blog.hyro.com/?p=255</link>
		<comments>http://blog.hyro.com/?p=255#comments</comments>
		<pubDate>Mon, 07 Jun 2010 08:53:50 +0000</pubDate>
		<dc:creator>Kate.Carruthers</dc:creator>
		
		<category><![CDATA[Development]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[.NET]]></category>

		<category><![CDATA[microsoft]]></category>

		<category><![CDATA[remixau]]></category>

		<category><![CDATA[windows]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=255</guid>
		<description><![CDATA[It is not often that one hears the word Microsoft in a conversation about an open source software project.  That&#8217;s why I was interested to chat with the MahTweets project overlord Paul Jenkins (@Aeoth) at Microsoft’s REMIX10 Conference (#remixau) about this social media aggregation client.
I asked what is special and different about this project, [...]]]></description>
			<content:encoded><![CDATA[<p>It is not often that one hears the word Microsoft in a conversation about an open source software project.  That&#8217;s why I was interested to chat with the <a href="http://www.mahtweets.com"><strong>MahTweets</strong></a> project overlord Paul Jenkins (<a href="http://twitter.com/aeoth">@Aeoth</a>) at Microsoft’s <a href="http://www.microsoft.com/australia/remix/default.aspx">REMIX10 Conference</a> (#remixau) about this social media aggregation client.</p>
<p>I asked what is special and different about this project, and Paul said:</p>
<blockquote><p>“unlike a lot of other clients this one focuses solely on Windows, rather than trying to be all things to all platforms”</p></blockquote>
<p>He also noted that “this enables us to personalise it a lot better, it’s an open source project too.”</p>
<p>Then I asked what are some of the cool features of MahTweets?  And Paul&#8217;s answer was:</p>
<blockquote><p>“Streaming realtime search is probably the best feature.  During the ABC program Q and A (#qanda) there are so many tweets it’s hard to keep up and our streaming search pushes all of the tweets to your MahTweets client.”
</p></blockquote>
<p>I noted that it’s pretty unusual to see both &#8216;open source&#8217; and &#8216;Microsoft&#8217; in the same sentence.  Then  <a href="http://www.nickhodge.com/blog/">Nick Hodge</a> from Microsoft explained that “the reason why MahTweets is so advanced is that it uses a lot of pre-existing open source elements such as TweetSharp, Hammock, Json.NET, IronPython along with the goodwill and effort of the development community.”</p>
<p>Nick also commented that “it comes down to making a client you can use day in and day out for things like Twitter and Facebook”.</p>
<p>Paul noted that there are about 2,500 users each for Twitter and Facebook via OAuth.</p>
<p>Which had me asking how they have found working in with Twitter and Facebook APIs and OAuth?</p>
<p>Paul said “I like OAuth; Twitter’s API is shaky at best - they’ll change things that break 90% of the clients and change it back because it doesn’t work; and Facebook is worse.  The Facebook documentation is very bad.”</p>
<p>You can checkout MahTweets at <a href="http://www.mahtweets.com">www.mahtweets.com</a></p>
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		<item>
		<title>Kate Carruthers joins Hyro’s growing team</title>
		<link>http://blog.hyro.com/?p=253</link>
		<comments>http://blog.hyro.com/?p=253#comments</comments>
		<pubDate>Wed, 24 Feb 2010 10:19:11 +0000</pubDate>
		<dc:creator>Hyro</dc:creator>
		
		<category><![CDATA[People]]></category>

		<category><![CDATA[Strategy]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=253</guid>
		<description><![CDATA[Kate Carruthers has been appointed Strategy Consultant within Hyro&#8217;s expanding business and technology strategy practice.
Kate joins Hyro having held a range of senior management and advisory roles with organisations such as GE, AMP, Citibank, Westfield and NSW Treasury. 
Her appointment signals Hyro’s commitment to remaining at the forefront of the digital transformation that is reshaping the way [...]]]></description>
			<content:encoded><![CDATA[<p>Kate Carruthers has been appointed Strategy Consultant within Hyro&#8217;s expanding business and technology strategy practice.</p>
<p>Kate joins Hyro having held a range of senior management and advisory roles with organisations such as GE, AMP, Citibank, Westfield and NSW Treasury. </p>
<p>Her appointment signals Hyro’s commitment to remaining at the forefront of the digital transformation that is reshaping the way all businesses and governments engage with, sell to, service and interact with consumers.</p>
<p>“Kate is a highly respected leader in her field and her experience at defining enterprise-level business and technology strategy strengthens our strategy capability and complements our existing strengths in the planning and technical delivery of digital customer experiences” said Mark Neely, Hyro’s Director of Strategy. “Kate’s background gives her a unique understanding of the challenges major organisations face in planning and executing business initiatives across digital channels”.</p>
<p>According to Carruthers, “The digital customer interface is now the critical channel for Australian business. We know that around 40%-50% of customer interactions with organisations, their brands and their products and services happen via digital channels. Our clients now realise these channels cannot be dealt with in isolation, or via ad-hoc initiatives. They must be included within all corporate planning activities, and given the priority they deserve. Having the capability to deliver on strategy, creative and technical fronts makes Hyro an interesting place to be. Very few companies have the ability to work with clients to plan and deliver digital services from the 60,000 foot strategic planning perspective and right through to ground-level technical implementation.”</p>
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		<title>Simon Bloomfield appointed Creative Director at a rapidly growing Hyro</title>
		<link>http://blog.hyro.com/?p=247</link>
		<comments>http://blog.hyro.com/?p=247#comments</comments>
		<pubDate>Wed, 27 Jan 2010 15:28:27 +0000</pubDate>
		<dc:creator>Hyro</dc:creator>
		
		<category><![CDATA[Digital Creative]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[People]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=247</guid>
		<description><![CDATA[Former OgilvyOne Creative Director, Simon Bloomfield, has been appointed Creative Director at Hyro. He will take over Hyro&#8217;s Creative and Visual Design departments.

Bloomfield joins Hyro after being Creative Director at Singleton OgilvyOne/Interactive, Clemenger Proximity and Euro RSCG. Most recently, he’s been consulting to Three Drunk Monkeys and GPY&#38;R Sydney.
Hyro’s Digital Director, Mac Walker, said “Simon [...]]]></description>
			<content:encoded><![CDATA[<p>Former OgilvyOne Creative Director, Simon Bloomfield, has been appointed Creative Director at Hyro. He will take over Hyro&#8217;s Creative and Visual Design departments.</p>
<p><a href="http://blog.hyro.com/wp-content/uploads/2010/01/simon-bloomfield_1.jpg"><img class="size-thumbnail wp-image-249 alignright" src="http://blog.hyro.com/wp-content/uploads/2010/01/simon-bloomfield_1.jpg" alt="Simon Bloomfield" width="175" height="245" /></a></p>
<p>Bloomfield joins Hyro after being Creative Director at Singleton OgilvyOne/Interactive, Clemenger Proximity and Euro RSCG. Most recently, he’s been consulting to Three Drunk Monkeys and GPY&amp;R Sydney.</p>
<p>Hyro’s Digital Director, Mac Walker, said “Simon is a highly respected creative leader and brings to us a depth of creativity that complements our existing strengths in strategy, customer experience and technical development. Simon joins us at a time when Hyro is expanding on many fronts, and his appointment ensures our digital services will be as desirable to customers as they have always been useful and usable.”</p>
<p>According to Bloomfield, “Digital has become such an important channel for all marketing tasks over the past decade. I felt the time was right for me to bring together my skills in building strong customer relationships with Hyro’s undoubted leadership in the Customer Experience space.”</p>
<p>Hyro’s creative gains last year included Spirit of Tasmania, Buzz Insurance, REST and South Australian Tourism.</p>
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		<title>Social Media Rules: Rule 2 - Listen</title>
		<link>http://blog.hyro.com/?p=242</link>
		<comments>http://blog.hyro.com/?p=242#comments</comments>
		<pubDate>Wed, 13 Jan 2010 14:15:12 +0000</pubDate>
		<dc:creator>Michael McGee</dc:creator>
		
		<category><![CDATA[Content]]></category>

		<category><![CDATA[Digital Creative]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[Strategy]]></category>

		<category><![CDATA[Web]]></category>

		<category><![CDATA[social media]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=242</guid>
		<description><![CDATA[The previous post in this series [Rule 1 – Don’t’ Believe The Hype], made the case that Online Social Media represents ‘effect’ more than ‘cause’. In social media opinions are aired, shared and confirmed, but not originated. Social media is the water cooler conversation of the digital age, and even though brands and celebrities are [...]]]></description>
			<content:encoded><![CDATA[<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">The previous post in this series [Rule 1 – Don’t’ Believe The Hype], made the case that Online Social Media represents ‘effect’ more than ‘cause’. In social media opinions are aired, shared and confirmed, but not originated. Social media is the water cooler conversation of the digital age, and even though brands and celebrities are allowed to overhear, and even join the conversation, the reputations of these brands and celebrities come largely pre-formed.</span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">Social media<strong> </strong>does not represent the uniquely powerful new means of manipulating opinion promised by some*. </span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">However, Social Media <strong><em>is</em></strong> a great place to simply listen.</span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">There are many ways to ‘listen’. You can measure aggregate sentiment, gauge the success or failure of targeted marketing and communications activities,  gather feedback from individual customers on products and features, find out what your competitors are doing right and wrong. </span></span></p>
<p class="MsoNormal" style="auto;"> <span style="small;"><span style="Calibri;">The good news: the data is rich, high volume, real-time and 100% free. </span></span></p>
<p class="MsoNormal" style="auto;"> <span style="small;"><span style="Calibri;">The even better news: the opinions of social media users seem to be a very accurate measure of the opinions of the general population. <a title="earlier blog post" href="http://blog.hyro.com/?p=234">Previously</a>, I poked fun at those drawing a very long [and very wrong] bow based on research data. But in doing so, I found that the same research data showed the responses of active social media users did not materially vary from the responses of the general population, including infrequent users. In other words – what active social media users think and say is very close to what everyone is thinking and saying.</span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">Brands can use social media as a real-time, unprompted focus group, tracking actual, intimate, and detailed conversations about their products, price and service.</span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">Brands can measure sentiment, and derive Net Promoter Scores, across large populations, and track how these measures change over time.</span></span></p>
<p class="MsoNormal" style="auto;"><span style="Calibri;">Brands can collect immediate feedback on a product launch or marketing activity, and react rapidly.</span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">These possibilities, and the appetite for analytics tools they will create, have not gone un-noticed by the global technology giants. I have seen a few sneak previews of Social Media Monitoring software to be released in 2010 – including Microsoft’s <a title="techcrunch" href="http://www.techcrunch.com/2009/09/23/microsofts-looking-glass-will-let-marketers-peer-into-the-social-stream/" target="_blank">LookingGlass</a>. </span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">Access to these tools will result in an increasing sophistication and subtlety in the way that marketers address social media. </span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;"><em>In the next post, I’ll consider whether the best way respond to social media is by using social media, and discuss the pros and cons of active participation.</em></span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">- - -</span></span></p>
<p class="MsoNormal" style="auto;"><span style="small;"><span style="Calibri;">*Nor is any new medium likely to deliver on this promise. Ever again. The 20<sup>th</sup> century, one-to-many model of media is in decline, and will continue to decline as long as large numbers of individuals can easily produce content of good-enough presentation quality and access distribution networks like the internet.</span></span></p>
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		<item>
		<title>Social Media Rules. Rule 1: don&#8217;t believe the hype</title>
		<link>http://blog.hyro.com/?p=234</link>
		<comments>http://blog.hyro.com/?p=234#comments</comments>
		<pubDate>Thu, 01 Oct 2009 12:46:00 +0000</pubDate>
		<dc:creator>Michael McGee</dc:creator>
		
		<category><![CDATA[Content]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[Strategy]]></category>

		<category><![CDATA[Uncategorised]]></category>

		<category><![CDATA[User Experience]]></category>

		<category><![CDATA[Web]]></category>

		<category><![CDATA[social influence marketing]]></category>

		<category><![CDATA[social media]]></category>

		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=234</guid>
		<description><![CDATA[Much of the social media hype emanating from agencies and consultants is based on an astonishing confusion between cause and effect. 
To use the analogy of social media as the ‘water cooler conversation’ of the digital age - People don’t formulate the opinion that Bank A has great service, Politician B can be trusted, or [...]]]></description>
			<content:encoded><![CDATA[<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Much of the social media hype emanating from agencies and consultants is based on an astonishing confusion between cause and effect. </span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">To use the analogy of social media as the ‘water cooler conversation’ of the digital age - People don’t formulate the opinion that Bank A has great service, Politician B can be trusted, or Kyle Sandilands is a goose, purely through the mechanism of a debate around the water cooler. These opinions are formed elsewhere, and brought to the water cooler.</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">The following assertion, published by a leading <a title="Razorfish" href="http://www.razorfish.com" target="_blank">agency</a>, epitomizes the confusion between cause and effect. </span></span><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">“It’s important to note that we found no variations in the responses among the people who identified<span style="yes;">  </span>themselves as active users of social networks and those who use social media less frequently. In other words, as you study the survey responses, note that social influencers and social media have an impact on the general consumer population – not just a small elite of social media enthusiasts.” Shiv Singh Vice President &amp; Global Social Media Lead, Razorfish Social Media Labs. Fluent: <a title="Fluent" href="http://fluent.razorfish.com/publication/?m=6540&amp;l=1" target="_blank">The Razorfish Social Influence Marketing Report,</a> 13 July 2009, p 9</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Using the fact that research shows no variations in response between those who are active social media users, and those who aren’t, to conclude that social media has a uniform effect on those who use it and (somehow) on those who don’t (by some kind of spooky osmosis?) is wonky logic and wonky science. </span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Possible explanations for the research observations include - </span></span></p>
<ol>
<li>
<div class="MsoListParagraph" style="l0 level1 lfo1;"><span style="small;"><span style="Calibri;">The opinions of those who actively use social media are influenced by their use of social media, and these opinions in turn (by a mechanism unknown) uniformly influence those who don’t actively use social media</span></span></div>
</li>
<li>
<div class="MsoListParagraph" style="l0 level1 lfo1;"><span style="small;"><span style="Calibri;">There is an influencing mechanism, outside of social media, to which both groups are uniformly exposed, and by which both groups are uniformly affected </span></span></div>
</li>
</ol>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">In the absence of a proven hypothesis explaining the mechanism by which the opinions of social media users influence non-users, the first explanation should be rejected. (Why? Read Wikipedia entries on The <a title="Scientific Method" href="http://en.wikipedia.org/wiki/Scientific_method" target="_blank">Scientific Method</a> and <a href="http://en.wikipedia.org/wiki/Occam%27s_razor">Occam’s Razor</a>).</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">There we go again - cause and effect. </span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Social media use is not the mechanism that causes users’ responses. The cause originates in the media in general. What is observed amongst social media users is the effect. The real good news from Razorfish’s research is that the opinions of social media users seem to be a very accurate measure of the opinions of the general population. But more on this in the next post: “Rule 2 – listen” </span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Before I sign off, one more hype-puncturing factoid.</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;"><a title="Dell website" href="http://www.dell.com" target="_blank">Dell</a> is one of the <a title="social media Dell+Twitter" href="http://www.bing.com/search?q=social+media+dell%2Btwitter&amp;go=&amp;form=QBLH&amp;filt=all" target="_blank">poster children</a> for Social Media strategy, especially when it comes to <a title="Twitter.com" href="http://www.twitter.com" target="_blank">Twitter</a>. Dell have invested properly in their <a title="Dell's Twitter/Blog/Fbook landing page" href="http://www.dell.com/twitter" target="_blank">Twitter strategy</a>, and do a very good job at it.</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">In June Dell <a title="NY Times Article" href="http://bits.blogs.nytimes.com/2009/06/12/dell-has-earned-3-million-from-twitter/" target="_blank">announced</a> that Twitter had contributed to $3 million in sales revenue over a 2 year period.</span></span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="small;"><span style="Calibri;">Dell’s <a title="Dell Financial Charts" href="http://content.dell.com/us/en/corp/d/corp-comm/ir-fy09-in-review-charts.aspx" target="_blank">turnover</a> for the same period was $122.2 Billion – so that’s 0.00002% of sales. </span></span></p>
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		<title>Customer Experience vs. User Experience</title>
		<link>http://blog.hyro.com/?p=231</link>
		<comments>http://blog.hyro.com/?p=231#comments</comments>
		<pubDate>Thu, 13 Aug 2009 14:45:03 +0000</pubDate>
		<dc:creator>Michael McGee</dc:creator>
		
		<category><![CDATA[Digital Creative]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[Information Architecture]]></category>

		<category><![CDATA[People]]></category>

		<category><![CDATA[User Experience]]></category>

		<category><![CDATA[customer experience]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=231</guid>
		<description><![CDATA[I’ve heard a lot of answers to the question “What is the difference between Customer Experience and User Experience?”, all of them long-winded. 
 
Some of them have been very good answers – but needlessly complex, since there is, in fact, a very simple answer. 
 
The difference between Customer Experience and User Experience is the difference [...]]]></description>
			<content:encoded><![CDATA[<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">I’ve heard a lot of answers to the question “What is the difference between Customer Experience and User Experience?”, all of them long-winded. </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">Some of them have been very good answers – but needlessly complex, since there is, in fact, a very simple answer. </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">The difference between Customer Experience and User Experience is the difference between a Customer and a User, and the difference between a Customer and a User is that a Customer has a choice.</span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">Your digital business is competing moment-by-moment for the customer’s attention with other digital businesses, other channels (TV, Radio, iPod, billboards), and now (on mobile internet) with the good-looking girl/boy sitting near them on the bus. Before the potential customer even thinks about doing anything an usability expert can measure, they are making a split second, emotional decision to give their attention to you.</span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">I particularly like sharing this insight with senior marketers. It instantly transforms them from slightly-intimidated-by-Digital to smartest-guy-in-the-room. Because if there’s one thing marketers know about, it’s Customers, and the Consumer Decision Journey. By contrast, we in Digital Services were calling them ‘users’ a year ago - and still routinely refer to them as ‘visitors’ or ‘browsers’. Quaint, really. </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">“Oh, we have some visitors!</span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">Should we make them a cup of tea?</span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">No don’t worry, they just want a look around, they’ll be off soon.”</span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;"> </span></p>
<p class="MsoNormal" style="0cm 0cm 0pt;"><span style="Calibri;">Anyway, the point is that the Customer Experience point-of-view allows us to access and apply years of excellent learning from the offline world and marketing science. It allows us to ask how a customer feels about completing an online task, rather than just worrying about how many clicks they have to make. More importantly, it allows us to stop feeling guilty about using emotive words like ‘cool’ or ‘kick-arse’ when talking about the visual and tactile interface.</span></p>
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		<title>Hyro cited as a Leader in Australian Interactive Marketing Agencies</title>
		<link>http://blog.hyro.com/?p=222</link>
		<comments>http://blog.hyro.com/?p=222#comments</comments>
		<pubDate>Fri, 31 Jul 2009 14:27:31 +0000</pubDate>
		<dc:creator>Hyro</dc:creator>
		
		<category><![CDATA[Channels]]></category>

		<category><![CDATA[Content]]></category>

		<category><![CDATA[Development]]></category>

		<category><![CDATA[Digital Creative]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[IPTV]]></category>

		<category><![CDATA[Identity Management]]></category>

		<category><![CDATA[Information Architecture]]></category>

		<category><![CDATA[Managed Services]]></category>

		<category><![CDATA[Mobile]]></category>

		<category><![CDATA[Rich Media]]></category>

		<category><![CDATA[Security]]></category>

		<category><![CDATA[Software]]></category>

		<category><![CDATA[Strategy]]></category>

		<category><![CDATA[Technology]]></category>

		<category><![CDATA[User Experience]]></category>

		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=222</guid>
		<description><![CDATA[Market Research firm, Forrester Research, today released its report into Australian Interactive Marketing Agencies.
In Forrester’s first-ever evaluation of Australian interactive marketing agencies, Hyro and six other vendors were shortlisted and evaluated against 36 criteria, grouped into three high-level categories: Current Offering, Strategy and Market Presence. These combined results placed vendors into one of four “waves”: [...]]]></description>
			<content:encoded><![CDATA[<p>Market Research firm, Forrester Research, today released its report into Australian Interactive Marketing Agencies.</p>
<p>In Forrester’s first-ever evaluation of Australian interactive marketing agencies, Hyro and six other vendors were shortlisted and evaluated against 36 criteria, grouped into three high-level categories: Current Offering, Strategy and Market Presence. These combined results placed vendors into one of four “waves”: Leaders, Strong Performers, Contenders or Risky Bets.</p>
<p>As well as being named a Leader overall, Hyro earned the Number 1 score amongst all vendors for <em>Current Offering</em>.</p>
<p><a href="http://blog.hyro.com/wp-content/uploads/2009/08/forrester-wave1.png"><img class="alignnone size-medium wp-image-224" style="0px;" src="http://blog.hyro.com/wp-content/uploads/2009/08/forrester-wave1.png" alt="Forrester Wave" width="396" height="460" /></a><a href="http://blog.hyro.com/wp-content/uploads/2009/08/forrester-wave.png"></a></p>
<p>To download your copy of the The Forrester Wave™ report visit <a href="http://www.hyro.com/forrester">www.hyro.com/forrester</a></p>
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		<title>Erase the Lines – with VIM! (Vertically Integrated Marketing)</title>
		<link>http://blog.hyro.com/?p=218</link>
		<comments>http://blog.hyro.com/?p=218#comments</comments>
		<pubDate>Tue, 14 Jul 2009 14:48:02 +0000</pubDate>
		<dc:creator>Michael McGee</dc:creator>
		
		<category><![CDATA[Content]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[People]]></category>

		<category><![CDATA[Strategy]]></category>

		<category><![CDATA[Technology]]></category>

		<category><![CDATA[User Experience]]></category>

		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=218</guid>
		<description><![CDATA[Marketing blogs everywhere call for us to tear down the traditional divisions between Above-The-Line, Below-The-Line, and Direct marketing. The future is integrated, they say. The future is digital.
These calls are admirable; and not to be discouraged. Digital channels can be the fulcrum of accountability, interactivity and personalisation in a multi-channel, multi-device marketing campaign. But if [...]]]></description>
			<content:encoded><![CDATA[<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Marketing blogs everywhere call for us to tear down the traditional divisions between Above-The-Line, Below-The-Line, and Direct marketing. The future is integrated, they say. The future is digital.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">These calls are admirable; and not to be discouraged. Digital channels can be the fulcrum of accountability, interactivity and personalisation in a multi-channel, multi-device marketing campaign. But if you stop there, you’re missing a large and important part of the Integrated Marketing picture.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Let’s call the integration of campaign messaging across traditional and digital channels <strong><em>Horizontally</em></strong> Integrated Marketing.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Digital channels also deliver the promise of <strong><em>Vertically</em></strong> Integrated Marketing.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">I’m talking about the seamless transition between delivering a message and delivering a service.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Digital channels let you build customer experiences around the entire life cycle of the customer experience – through the stages of awareness, preference formation, purchase, consumption, confirmation, and back through the loop.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Which leads us to two questions:</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Why confine your interactive marketing to activities around building awareness?</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">And</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Is the notion of the ‘campaign’ relevant anymore?</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Now, the answer to the first question may be – “we <em>have</em> to focus solely on awareness because there are real constraints to fulfillment via digital channels”- for example if you’re an alcohol brand. But where there is <em>any</em> opportunity for clients to configure, purchase or consume online, there is no excuse for confining interactive marketing to building brand awareness.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;"><span style="yes;"> </span>The answer to the second question - is the ‘campaign’ relevant anymore? No. Not if you are using Vertically Integrated Marketing to build experiences around the core of the customer relationship cycle – configuration, purchase, consumption, service, confirmation, retention. Your marketing activities should be ‘always-on’ and constantly optimised.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Chris Maloney of the <a href="http://www.commbank.com.au" target="_blank">Commonwealth Bank</a> knows what this is all about. He is <a href="http://www.adma.com.au" target="_blank">ADMA</a>’s Young Direct Marketer of the Year, and recently took a victory lap in the form of an extremely popular presentation – so popular it was repeated three times to cope with audience demand. His presentation didn’t use exactly the same language as I have, but the principles were the same – and he executed these principles to increase the number of home loan applications referred from online from 1% of applications to 13% of applications in less than 12 months. This is an extremely impressive headline, also the main reason people flocked to Chris’ presentation - to find out how he did it. Chris pulled together a roster of agencies to implement his plans - although there <strong><em>are</em></strong> agencies combining all the necessary elements under one roof, like (ahem) Hyro (excuse the shameless self-promotion)*. <span style="yes;"> </span></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="Arial;"><span style="small;"><span style="Calibri;">Chris described the traditional notion of the marketing campaign thus: “It’s like the hokey pokey. You put your campaign in, you pull your campaign out, you put your campaign in, and you shake it all about.” He’s obviously not a big fan of the idea either. </span></span></span></p>
<p><span style="AR-SA;"><em>*Hyro was not one of agencies used by the Commonwealth Bank, so maybe I’m not such a shameless self-promoter after all!</em> </span></p>
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		<title>The Goldilocks Formula and the Web of Possibilities</title>
		<link>http://blog.hyro.com/?p=206</link>
		<comments>http://blog.hyro.com/?p=206#comments</comments>
		<pubDate>Wed, 20 May 2009 15:03:34 +0000</pubDate>
		<dc:creator>Michael McGee</dc:creator>
		
		<category><![CDATA[Content]]></category>

		<category><![CDATA[Digital Creative]]></category>

		<category><![CDATA[Digital Marketing]]></category>

		<category><![CDATA[Future Trends]]></category>

		<category><![CDATA[Strategy]]></category>

		<category><![CDATA[Uncategorised]]></category>

		<category><![CDATA[Web]]></category>

		<category><![CDATA[behaviour]]></category>

		<category><![CDATA[choice]]></category>

		<category><![CDATA[collaborative filtering]]></category>

		<category><![CDATA[collaborative indexing]]></category>

		<category><![CDATA[just-in-time]]></category>

		<category><![CDATA[recommendations]]></category>

		<category><![CDATA[search]]></category>

		<category><![CDATA[semantic]]></category>

		<category><![CDATA[web 2.0]]></category>

		<guid isPermaLink="false">http://blog.hyro.com/?p=206</guid>
		<description><![CDATA[Search and Market Research will converge. They will become indistinguishable from one another. We will arrive at a point where many products, services and content are created on a just-in-time basis. Exactly at the moment you realise you need it, the perfect music compilation, job offer, electronic device, documentary video, or dinner date will appear [...]]]></description>
			<content:encoded><![CDATA[<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Search and Market Research will converge. They will become indistinguishable from one another. We will arrive at a point where many products, services and content are created on a just-in-time basis. Exactly at the moment you realise you need it, the perfect music compilation, job offer, electronic device, documentary video, or dinner date will appear right in front of your face. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Maybe even in 3D. Make sure you have the special glasses ready, just in case.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Let me explain.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Market research is all about finding out what people want, and getting into their heads, so you can become better at building products they want - or at persuading them to want the products you build (AKA advertising). </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Search is <strong><em>also</em></strong> all about finding out what people want, and getting into their heads, so you can find and deliver what they want.<span style="yes;">  </span></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">But, wait a second, you say – is that last statement really true? </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In order to justify my argument, it looks like I’ll need to digress into the recent past and near future of search. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Here goes…</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The Next Big Thing in Search</span></span></span></strong></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In the mid 1990’s, the internet comes along. It’s like the biggest library ever assembled, the store of all human knowledge, profanity, trivia and vanity. 1 million monkeys with a million typewriters, Shakespeare, the lot. But it is too large for a single human brain or single human lifetime to comprehend or conquer. It is functionally infinite. It is labyrinthine. It is unruly chaos – with no order, classification or government. It is nearly impossible to locate the Shakespeare within the nonsense of the million monkeys. The only way to handle it is to find a little corner and build a pleasant walled garden in which to while away your days… or… <a title="Google" href="http://www.google.com" target="_blank">Google</a>.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Google comes along. Well, Google and others, but let’s simplify history. Google comes along and solves the problem. Hurrah. The garden walls are trampled, needles are found in haystacks everywhere, the internet thrives; Google lists on the stock exchange and reaches a <a title="GOOG market cap" href="http://www.google.com.au/search?hl=en&amp;safe=off&amp;client=firefox-a&amp;rls=org.mozilla:en-GB:official&amp;hs=HXJ&amp;ei=LFcSSqWbN464tgP17aT2DQ&amp;sa=X&amp;oi=spell&amp;resnum=0&amp;ct=result&amp;cd=1&amp;q=GOOG+market+cap&amp;spell=1" target="_blank">market cap</a> of around $200 billion.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Fast forward to today – internet speeds are much, much faster, and there’s a lot more and different types of content. It’s not just words and pictures and animations. The internet has <a title="Music industry 0-1 Illegal downloaders" href="http://itsneak.vnunet.com/2009/05/music-industry.html" target="_blank">punched</a> the <a title="MySpace Music hopes to profit from free songs" href="http://www.msnbc.msn.com/id/30295071/" target="_blank">music</a> <a title="Despite iTunes Accord, Music Labels Still Fret" href="http://www.nytimes.com/2009/02/02/business/media/02apple.html" target="_blank">industry</a> <a title="illegal-downloads-costing-music-industry-10-billion" href="http://www.researchrecap.com/index.php/2009/03/04/illegal-downloads-costing-music-industry-10-billion/" target="_blank">inside</a> <a title="Why the Music Industry Hates Guitar Hero" href="http://www.wired.com/culture/culturereviews/magazine/17-03/st_essay" target="_blank">out</a> and is just getting started on the <a title="Will downloads kill the video store?" href="http://digihub.theage.com.au/node/597" target="_blank">film</a> and <a title="TV revenues to decline 21%" href="http://www.marketingvox.com/tv-revs-to-decline-21-in-2-years-%E2%80%98transformation%E2%80%99-is-only-hope-043991/" target="_blank">television</a> industry. People are accessing the internet on their phones and TVs as well as their computers.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Today - the analogy for the internet is no longer ‘the world’s largest library’. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Today - we’re faced with the world’s largest record shop, the department store where the aisles stretch off into infinity, the cable TV network with 99 <strong><em>million </em></strong>channels (and still nothing on).</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">So we’re back to square one. And Google, as we know it, can’t help us.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The simple reason is that the songs, videos and products we want to find aren’t composed of text or consistently described by the text they contain (even considering metadata). We can’t rely on the object of desire (be it a song, a movie, or a bargain) to effectively describe itself in words and the user can’t effectively articulate his or her desire in words “I wanna watch a movie that’s really, umm… good”.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">So how do we solve this problem? </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">There are a number of promising approaches, and I’ll go through a few of them in a moment. But at the crux of them all are these two principles: </span></span></span></p>
<p class="MsoListParagraphCxSpFirst" style="l1 level1 lfo1;"><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">1.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">content is best described and classified by the way humans use it and behave around it; and </span></span></span></p>
<p class="MsoListParagraphCxSpLast" style="l1 level1 lfo1;"><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">2.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">the desires of humans can be predicted by their past behaviour and current state <span style="yes;"> </span></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">By the way, in case you haven’t worked it out yet. ‘Search’, ‘Recommendations’ – they’re the same thing. I make no distinction between the two here.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Anyhow, let’s look at a few interesting approaches to the problem.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"> </p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Collaborative Filtering</span></span></span></strong></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Collaborative Filtering is the science behind many of the most successful recommendations engines</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The best known users include <a title="amazon" href="http://www.amazon.com" target="_blank">Amazon</a>, <a title="eBay" href="http://www.ebay.com" target="_blank">eBay</a>, <a title="iToons" href="http://www.apple.com/itunes/" target="_blank">iTunes</a> and <a title="TiVo Oz" href="http://www.apple.com/itunes/" target="_blank">TiVo</a></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">From <a title="collaborative filtering" href="http://en.wikipedia.org/wiki/Collaborative_filtering" target="_blank">Wikipedia</a></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">“Collaborative filtering systems usually take two steps:</span></span></span></em></p>
<p class="MsoListParagraphCxSpFirst" style="l0 level1 lfo2;"><em><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">1.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span></em><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Look for users who share the same rating patterns with the active user (the user whom the prediction is for). </span></span></span></em></p>
<p class="MsoListParagraphCxSpLast" style="l0 level1 lfo2;"><em><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">2.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span></em><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Use the ratings from those like-minded users found in step 1 to calculate a prediction for the active user </span></span></span></em></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><em><span style="EN-AU;" lang="EN-AU"><span style="Calibri;">Alternatively, item-based collaborative filtering popularized by </span></span></em><a title="Amazon.com" href="http://en.wikipedia.org/wiki/Amazon.com"><em><span style="none;" lang="EN-AU"><span style="Calibri;">Amazon.com</span></span></em></a><em><span style="EN-AU;" lang="EN-AU"><span style="Calibri;"> (users who bought x also bought y) and first proposed in the context of rating-based collaborative filtering by Vucetic and Obradovic in 2000[</span></span></em><a title="Citation needed" href="http://en.wikipedia.org/wiki/Wikipedia:Citation_needed"><em><span style="none;" lang="EN-AU"><span style="Calibri;">citation needed</span></span></em></a><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">], proceeds in an item-centric manner:</span></span></span></em></p>
<p class="MsoListParagraphCxSpFirst" style="l2 level1 lfo3;"><em><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">1.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span></em><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Build an item-item matrix determining relationships between pairs of items </span></span></span></em></p>
<p class="MsoListParagraphCxSpLast" style="l2 level1 lfo3;"><em><span style="minor-latin;" lang="EN-AU"><span style="Ignore;"><span style="Calibri;">2.</span><span style="7pt &quot;Times New Roman&quot;;">       </span></span></span></em><em><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Using the matrix, and the data on the current user, infer his taste”</span></span></span></em></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Amazon and eBay use the second method, which relies on what people <strong>bought.</strong> </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">iTunes and TiVo use the first method, which relies on what people <strong>liked.</strong> </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">This points to something really interesting which scientists have observed about consumer preference.<span style="yes;">  </span>We used to talk about ‘confirmation bias’. People took a bit of time to decide whether to buy something, and once they got it home and used it, they were more likely than not to convince themselves they’d made the right decision.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Confirmation bias simply does <strong>not</strong> apply when we’re talking about music and video. The mere fact that someone bought a piece of music or rented a movie, or invested time listening/watching makes <strong>no difference</strong> to whether they’ll like it or not. That’s why user ratings are so important to music and video sites.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">I predict we’re heading into a world where confirmation bias is less and less prevalent in all sorts of purchases and markets. Therefore, it will be even more crucial to deliver what people want rather than convince people they want what you deliver. I’m going out on a limb here, there’s no real data to back this up yet. But if I’m right, it’s another nail in the coffin of advertising-as-we-know-it. Yes, I’ll happily add my voice to that <a title="why-advertising-is-failing-on-the-internet" href="http://www.techcrunch.com/2009/03/22/why-advertising-is-failing-on-the-internet/" target="_blank">chorus</a> <a title="death of modern advertising - Maurice Saatchi, no less" href="http://www.ft.com/cms/s/0/abd93fe6-018a-11db-af16-0000779e2340.html?nclick_check=1" target="_blank">of</a> <a title="WPP hit by decline" href="http://www.thisismoney.co.uk/investing-and-markets/article.html?in_article_id=483369&amp;in_page_id=3" target="_blank">doomsayers</a>. Google does not advertise. But Google has a brand and people trust the Google brand. Google got there by giving people really useful stuff. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Anyway, let’s crack on…</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="Calibri;"> </span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Choice Modelling</span></span></span></strong></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In terms of practical applications <a title="wikipedia entry" href="http://en.wikipedia.org/wiki/Choice_modelling" target="_blank">Choice Modelling</a> is still very much under the radar.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The inventor of <a title="survey engine definition" href="http://www.surveyengine.com/choice.html" target="_blank">Choice Modelling</a>, Dan McFadden, won the Nobel Prize for economics in 2000. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;"><a title="future and simple" href="http://www.futureandsimple.com/research/choicemodelling/what-is-choice-modelling.html" target="_blank">Choice Modelling</a> is highly accurate, much more so than current Collaborative Filtering methods, but operates within certain limitations. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">It is excellent for predicting individual and segment preference for things you can describe as a series of attributes. For example you can describe and compare cars by make, colour, number of doors, fuel economy, and price. You could similarly describe and compare mobile phones, holidays, job offers, shares in a company, web pages. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">You couldn’t easily break down music or video into comparable attributes. Nor does Choice Modelling recognise ratings – it’s about a binary decision to purchase/consume or not. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Choice Modelling is used to mine existing sets of data and identify optimum product configurations.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">It is also used to conduct experiments which accurately predict demand for hypothetical new products and configurations.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Choice Modelling the science is behind the <a title="memetrics" href="http://www.accenture.com/Global/Consulting/Marketing_and_Sales_Effectiveness/memetrics" target="_blank">Accenture XoS</a> software, which automatically varies and optimises webpage content and configuration in real time.</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">I can imagine an application whereby consumers invest 10 minutes of their time completing a choice experiment (survey) on certain type of product – say mobile phones. They learn about features, and accept or reject a number of hypothetical alternatives. The application then builds a choice model for the individual, and trawls the internet to find the best deal for them, based on their unique preference structure. (Anyone has who has a bit of money to play with – contact me, let’s build this thing, I know how.)</span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Alternatively we could coerce Warren Buffett into completing a choice experiment on stock selection, and build a Warren Buffett ‘bot to buy shares for us and make us rich. Then again, <a title="ouch - buffett loses $2Bil" href="http://www.news.com.au/business/story/0,23636,25459740-5017676,00.html?from=public_rss" target="_blank">maybe not</a>. </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">I reckon Choice Modelling will come strongly into play once we move from a universe in which consumers are faced with a<em> functionally</em> infinite range of existing things to choose; to a universe where consumers are faced with a <em>literally</em> infinite range of ‘possibilities’ - options that do not exist yet but could be quickly assembled. More on that later.</span></span></span><span style="AR-SA;" lang="EN-AU"><br />
</span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="Calibri;"> </span></span></p>
<p class="MsoNormal" style="justify;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Collaborative Indexing</span></span></span></strong></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Collaborative Indexing is a term I made up to describe how humans actually operate to solve the problem of functionally infinite choice. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">It’s what ‘the kids’ do when they talk about and classify music and subcultures. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">I have no idea what <a title="neither does wikipedia" href="http://en.wikipedia.org/wiki/UK_garage" target="_blank">‘New School Speed Garage’</a> means; nor <a title="urbandictionary definition" href="http://www.urbandictionary.com/define.php?term=electroclash" target="_blank">‘Electroclash’</a>. I’m not exactly sure what an <a title="Emo is actually a vicious cycle that never ends, to the utter failing of humanity" href="http://www.urbandictionary.com/define.php?term=emo" target="_blank">‘Emo’</a> is or does. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">But everyone who needs to know seems to know. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">A new musical genre or youth subculture is invented, tagged and propagated in the flicker of an eyelid. No-one is in charge, there’s no formal process, and no authoritative lexicon exists. Yet it works – flawlessly, and instantly. Every teenager across the globe gets the memo. And they all conspire to keep it from their parents (who rely on the <a title="emo teens protest against newspaper" href="http://www.news.com.au/story/0,,23791840-1702,00.html" target="_blank">tabloid press</a> for alarming misinformation).</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The person who can figure out what’s happening here and put it in algorithm will be fabulously rich. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">He or she won’t even need to put it into an algorithm. The kids are doing a perfectly good job as is. Developing a means to facilitate and accelerate this process online would be powerful enough. <span style="yes;"> </span></span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">When you’re online, you can easily shift persona without changing your wardrobe or getting a new haircut. You could use multiple different &#8216;personalities&#8217; to tap into the Collaborative Indexing power of whatever subculture or interest group would be most useful for a certain search or type of content.  </span></span></span></p>
<p><strong><span style="AR-SA;" lang="EN-AU"><br />
</span></strong></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><strong></strong></p>
<p class="MsoNormal" style="justify;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Paying Smart People a Million Dollars (to work it out for you)</span></span></span></strong></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">This is how <a title="netflix prize" href="http://www.netflixprize.com/" target="_blank">Netflix</a> is going about solving the problem. It’s an approach I particularly like, and would recommend to anyone sitting on a million dollars and a set of data potentially worth a million times that.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Netflix have offered a cash prize of one million US dollars to whoever can come up with a recommendation algorithm that represents a significant improvement in prediction success compared to their current one.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Groups and individuals that wish to participate are given a huge set of real data to play around with. This data is more of a motivation than the prize for some participants - it’s the kind of real data that would cost much more to collect than any academic research budget would allow.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Participants are encouraged to collaborate and share details of their approach. The winner of the grand prize, as well as <a title="leaderboard" href="http://www.netflixprize.com//leaderboard" target="_blank">winners of progress prizes</a>, are required by Netflix to publish a description of their algorithm, which becomes public domain science, accessible to all.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In effect, Netflix will pay a million dollars for a piece of intellectual property that they will not own, and that anyone, including a competitor, is free to use. <span style="yes;"> </span>Google’s algorithm is a more closely guarded secret than the Da Vinci Code. Netflix will let anyone who wants to use theirs.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">But this is not an act of philanthropy, or of idiocy. It highlights an essential feature of the next big thing in search: <strong>the data is more important than the algorithm </strong>(or at least <em>as</em> important).</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In the world of Google-as-we-know-it, the dataset is the zillions of words on the internet that anyone can look at, and the algorithm is the super-clever, highly-valuable thing that makes sense of the data.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In the world of the next-big-thing, the dataset consists of highly valuable bits of information on what humans buy, like and do, and where they are. The bigger the data set the better, and these data sets are precious, closely guarded property. Without access to the data, the new algorithms, no matter how good, are useless. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">So, am I saying that Google is dead? (OMG!)</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">No, I am not saying that. Larry Page and Sergey Brin had probably thought this far ahead by the time they were 12. Google has more data, and more relevant data, than anyone else. Do not sell your Google shares. Buy more.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">And, by the way, the datasets that Netflix gives away to prize participants are real, but masked. They’re great for testing theories, but you can’t do anything commercially useful with them.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">As an aside – if you are in a business that looks <em>anything</em> like Netflix (i.e. if you deliver music or video, or books, or anything similar) I <em>strongly</em> advise you to collect data in the same format as Netflix – a rating scale of 1 to 5. For the blindingly obvious reason that you, too, will be able to use the winning algorithm.</span></span></span></p>
<p class="MsoNormal" style="justify;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Back to the Point</span></span></span></strong></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Well, that was a considerable digression, but I think I’ve explained what I mean when I say that search is (or will be) all about working out what people want, and getting into their heads, so you can find and deliver what they want.<span style="yes;">  </span></span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In that regard, search is (or will be) similar to market research, which is all about working out what people want, and getting into their heads, so you can become better at building products they want - or at persuading them to want the products you build (AKA advertising). </span></span></span></p>
<p class="MsoNormal" style="0cm 0cm 10pt;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">We’ve already killed off advertising. In the new world, we get this powerful information about what people want instantaneously, and can act on it instantaneously. We’re not sitting on a warehouse full of red widgets. In fact, all known things are just a click away. So, why would we use this information to try to convince someone what they really want is a red widget? If what they want is out there, we get it for them. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">And if what they want is not out there, even given the hundreds, or thousands, or millions of options?</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Well, if we could make it for them, we would, right?</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Given this powerful insight into a consumer’s desires, surely we’d take advantage of it… </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">…as long as we could make some money out of it.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">So we’d need a matching algorithm to work out if we could make a margin, and how to optimise that margin.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The products and services we offer would then exist as myriad permutations of configuration and price. Some permutations would be profitable for us, some would not. Where the desires of a consumer or a segment of consumers matches a profitable permutation, we make that permutation, and deliver it. Depending on what business we’re in, this loop could be completed almost instantaneously.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">In any case we wouldn’t make something unless we were sure there was demand for it. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">So - <span style="yes;"> </span>the Next Big Thing in web search is algorithms fed with rich behavioural data. And these algorithms then enable the Big Thing After That – which is the Web Of Possibilities</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">But this is all a bit abstract. Let me give you a few examples of how it might pan out.</span></span></span></p>
<p class="MsoNormal" style="justify;"><strong><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The Big Thing After The Next Big Thing</span></span></span></strong></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">Your flight has levelled out and the seatbelt light is off. You pull out your laptop. YouTV knows what you like to watch, knows that you’re travelling for pleasure, and that the flight time means you’ll have 25 minutes to watch video. During the taxi ride to the airport, YouTV has downloaded three alternative viewing packages based on: your preferences; this morning’s zeitgeist; analysis of YouTube sessions; et cetera. All of the packages are automatically created mini-documentary ‘riffs’ – related videos strung together. Your options are: heavyweight title-fight mismatches; risqué European TV commercials; and great jazz performances. You buy the jazz. YouTV rates this as a normally low probability choice, but it knows that you are a single male, and that another of its customers, a female around your age, will be sitting in the adjacent seat. YouTV algorithms accommodate situational shifts in persona. You make a good impression. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The last time you bought a phone on the internet was only a year ago. From your purchasing history, and preferences inferred from the way you drilled down to find more information about certain options presented, and ignored others, YouPhone knows you are most interested in stylish form, low weight, and music features. Their R&amp;D department has just come up with some new case designs, and the means to produce more gigabytes of memory at a lower size, weight and cost. You are pushed an offer to upgrade to a stylish, feature-packed new handset, which has never been made. You buy it. The factory in China starts making it. You have it within a week. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">You’re cycling in the park, listening to music on your new phone. YouTunes knows who you are, what you like, what your friends are listening to, where you are, and infers by your velocity that you’re on a bike. YouTunes programs and delivers a playlist perfect for you at that moment. Some of the songs you’ll have purchased licences for already, some will be new songs that YouTunes knows you’ll probably buy, some will be songs you’ll be predicted to like but not buy, one might be a song that your new girlfriend (the one you met on the plane) is listening to at the same time, and has decided to share with you.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">You’re looking for a new job, and have decided to invest 15 minutes doing a simple survey on a job site, so that it can create a model of your preferences. YouCorp is looking for someone with your skills, and has posted a vacancy to the same site. The job vacancy is in the form of a series of trade-offs that YouCorp is willing to make - in wages, fringe benefits and working hours. The job site crunches the data makes an automated offer on behalf of YouCorp. The job site knows that you attach a value equivalent to $10,000 salary to a company dental plan; you have a similar strength of preference for a location close to the city, and couldn’t care less about a company car. You’re offered a job in YouCorp’s city office, with a dental plan. The money is seems good (the savings YouCorp will make by not providing a car have topped up the salary). You take the job.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">This is the Web of Possibilities. Enabled by detailed insight into the behaviour and preferences of groups and individuals, the internet connects humans with a humungous matrix of complex and abstract things, and an even more humungous super-matrix of complex and abstract possibilities - things that <em>might</em> exist, and <em>will</em> exist as soon as they are desired.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">The Web of Possibilities can’t encompass everything, or every market. Certain things, like human beings to meet, or holiday locations to visit, will always be limited to a finite set of existing options.</span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;"><a title="virtual holidays - oh dear" href="http://www.guardian.co.uk/travel/2007/mar/18/travelwebsites.escape" target="_blank">Or will they</a>? Better hang on to those 3D glasses after all. </span></span></span></p>
<p class="MsoNormal" style="justify;"><span style="EN-AU;" lang="EN-AU"><span style="small;"><span style="Calibri;">As an epilogue, my prediction of the death of advertising is probably exaggerated. Advertising in some form will always be around. Not only because we’ll always need information about what’s available, and what’s new, but because we actually need to be sold the implicit benefits. Reassurance that the blandishments of consumer society are in fact deeply fulfilling is the opiate of the post-industrial masses. Every now and then the buzz wears off and we crave new and better ways to revive it.</span></span></span></p>
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