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	<title>Sales, Software &#38; Entrepreneurship</title>
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		<title>Social Media Usage in Purchasing And Other Enterprise Applications</title>
		<link>http://shankarsaikia.wordpress.com/2011/07/07/social-media-usage-in-purchasing-and-other-enterprise-applications/</link>
		<comments>http://shankarsaikia.wordpress.com/2011/07/07/social-media-usage-in-purchasing-and-other-enterprise-applications/#comments</comments>
		<pubDate>Fri, 08 Jul 2011 03:55:24 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Enterprise applications software]]></category>
		<category><![CDATA[Social Media Marketing]]></category>
		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=451</guid>
		<description><![CDATA[Business operations such as purchasing, order management and others can benefit from social media capabilities such as collaboration, sharing, communication and transparency. At present the most common applications of social media in the enterprise are in marketing, branding and general collaboration. One of my favorite examples of social media marketing is Fashion TV&#8217;s  Youtube channel.  I [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=451&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Business operations such as purchasing, order management and others can benefit from social media capabilities such as collaboration, sharing, communication and transparency. At present the most common applications of social media in the enterprise are in marketing, branding and general collaboration. One of my favorite examples of social media marketing is <a title="ftv Youtube Channel" href="http://www.youtube.com/user/fashiontv" target="_blank">Fashion TV&#8217;s</a>  Youtube channel.  I believe that areas beyond marketing and communication can also leverage social media capabilities and behavior.</p>
<p>This post answers the question &#8220;how businesses can use social media&#8221; by listing social media&#8217;s main characteristics, highlighting user behavior, providing a methodology for evaluating how social media can benefit enterprise operations and finally describing an example of how social media can help an organization&#8217;s procurement operations.</p>
<p>Clearly social media tools such as Facebook, Twitter and LinkedIn are gaining incredible popularity among individuals &#8211; for example, Facebook  just confirmed 750 million registered users.  While social media applications gained traction as consumer applications (i.e., for individual users) business applications are emerging. Examples of business applications are Youtube for marketing, Facebook for branding, Twitter for customer service and Yammer and Salesforce Chatter for internal collaboration. While marketing, branding and collaboration are the most common applications of social media today, I posit that other areas such as procurement, order management, manufacturing, human resource etc. can also gain significant benefits from social media. The key to success will be using the core capabilities and behavioral aspects in a way to meet the business objectives of each operational area.</p>
<p>First, lets look at the main CAPABILITIES of social media:</p>
<ol>
<li><strong>Content is user-generated</strong>: content, such as comments and conversations, is created by individuals, instead of being seeded by the enterprise.</li>
<li><strong>Anyone can contribute</strong>: as long one is a member of the network (e.g., Facebook, Twitter) one can contribute a wide variety of unstructured content such as text, pictures, video and audio.</li>
<li><strong>Anyone can access: </strong>a member can access content for which the member has permission.</li>
<li><strong>Sharing</strong>: members can easily share content with other members</li>
<li><strong>Transparency: </strong>the ease of contribution, access and sharing enables an organization to make more information available</li>
<li><strong>Security: </strong>permission for contributing and accessing content is based on permission levels.</li>
<li><strong>Conversation and relationship: </strong>social media enables individuals to have a dialogue with an organization, leading to a closer relationship and increased trust</li>
<li><strong>Speed:</strong> contribution, sharing and communication happen very quickly with minimal latency.</li>
<li><strong>Integrated networks: </strong>content can be shared across networks such as from Twitter to Facebook to Youtube.</li>
</ol>
<div>
<div>From a BEHAVIORAL perspective social media has changed the nature of interactions between users and organizations. Here are some examples of behavior fostered by social media:</div>
</div>
<div>
<ol>
<li><strong>Sharing</strong>: users are willing to contribute content that will help other members</li>
<li><strong>Transparency</strong>: individuals can get more information from organizations</li>
<li><strong>Communication</strong>: users can easily connect to each other and to organizations</li>
<li><strong>Conversation</strong>: social media enables users to have a dialogue with organizations</li>
<li><strong>Speed</strong>: sharing and communication happen almost instantly, similar to the speed of short messaging service (SMS) and instant messenger (IM)</li>
</ol>
</div>
<div>Now we can answer the question regarding how social media can benefit business operations. Let me use procurement as an example. Let&#8217;s start with <em>some</em> of the core objectives of procurement:</div>
<div>- streamline process of buying products and services</div>
<div>- lower cost of products</div>
<div>- improve quality of products</div>
<div>How would social media help meet and exceed these objectives? Let&#8217;s take each objective and determine how to apply social media.</div>
<div>
<ol>
<li>streamline process: what if a user could easily <strong><span style="color:#ff00ff;">share</span></strong> information such as &#8220;I just ordered a new iPad&#8221;? Other participants such as approvers and reviewers can use the notification to expedite the process and have a <strong><span style="color:#ff00ff;">conversation</span></strong> with the user.</li>
<li>lower cost of products: what if a  purchasing agent could <strong><span style="color:#ff00ff;">share</span></strong> a PO with multiple vendors? The vendors could engage in a conversation with the agent and the vendor with the lowest bid would gain the business.</li>
<li>improve quality of service: what if users could use the <strong><span style="color:#ff00ff;">conversation</span></strong> aspects to  provide feedback to vendors? Vendors can use the feedback to provide quicker resolution to problems.</li>
</ol>
</div>
<div>These are examples of how social media capabilities and behavioral aspects can help purchasing operations. You can apply the same methodology to evaluate how social media can help other operations such as order management, manufacturing, human resources or recruiting. Notice that I have not specified any specific tools such as Twitter or Youtube. The key is to use the architectural components such as messaging, users, content and security to configure and construct social media applications.</div>
<div>Can you think of how social media can be used in your area?</div>
<div>Use the following METHODOLOGY:</div>
<div>- determine business objectives of your area of operations</div>
<div>- figure out how social media capabilities will help meet objectives</div>
<div>- configure and build applications</div>
<div>Which operations in your organization can benefit from social media?</div>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/enterprise-applications-software/'>Enterprise applications software</a>, <a href='http://shankarsaikia.wordpress.com/category/social-media-marketing/'>Social Media Marketing</a>, <a href='http://shankarsaikia.wordpress.com/category/twitter/'>Twitter</a>  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/451/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/451/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/451/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=451&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
		</media:content>
	</item>
		<item>
		<title>Will Color Be Bigger Than Google or Facebook?</title>
		<link>http://shankarsaikia.wordpress.com/2011/04/22/will-color-be-bigger-than-google-or-facebook/</link>
		<comments>http://shankarsaikia.wordpress.com/2011/04/22/will-color-be-bigger-than-google-or-facebook/#comments</comments>
		<pubDate>Fri, 22 Apr 2011 18:49:13 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Data mining]]></category>
		<category><![CDATA[Entrepreneurship]]></category>
		<category><![CDATA[Facebook]]></category>
		<category><![CDATA[Google]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[Social Media Marketing]]></category>
		<category><![CDATA[Color]]></category>
		<category><![CDATA[Social Media]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=435</guid>
		<description><![CDATA[In one&#8217;s quest to be entrepreneurial one often ponders new products and ideas. This week I started playing with an iPhone application call Color . This is a photo-sharing application like Instagram, but with a twist. Instagram enables you to take pictures with your iPhone and then share it with friends on a social network like [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=435&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>In one&#8217;s quest to be entrepreneurial one often ponders new products and ideas. This week I started playing with an iPhone application call <a title="Color" href="http://www.color.com">Color </a>. This is a photo-sharing application like <a title="Instagram" href="http://www.instagram.com">Instagram</a>, but with a twist. Instagram enables you to take pictures with your iPhone and then share it with friends on a social network like Facebook, Twitter etc. Color is different &#8211; first of all it allows you to join a group within a certain distance of where you are physically located. Second, any pictures that you take are shared with that group. Third, and I have not tried this part yet, you can receive messages from group members! It&#8217;s a strange application, primarily because it is so different from social networks that we know &#8211; Facebook, Twitter etc. In a conventional social network, you join a network. In Color you join a group without joining a social network. Still don&#8217;t get it? Me too <img src='http://s1.wp.com/wp-includes/images/smilies/icon_wink.gif' alt=';)' class='wp-smiley' /> </p>
<p>Two weeks ago Silicon Valley and by extension the tech world, was abuzz about Color &#8211; one reason, and probably the main reason, being that venture capitalists injected $41 million into a series A round into the company. Once I heard about the investment I became curious, downloaded the app and started experimenting. Then I read that the $41 million is part of the quest for &#8220;the new Facebook&#8221;. I can see why the search for the new Facebook has begun. It appears that Google is having problems, Twitter is having challenges and Facebook is highly valued &#8211; so, no time like the present to search for the next big thing. After all, this is Silicon Valley where tech innovation never stops.</p>
<p>While I certainly do not fully comprehend everything about the Color app, I admire the thinking outside-the-box of the founders. In some ways, Facebook is becoming predictable and boring. Maybe now is the time to &#8220;friend&#8221; someone you do not know, as long as she or he is physically near you &#8211; wow! how cool would that be?? That&#8217;s just one aspect of Color. There are other angles such as data mining &#8211; for example, how does a person behave when in a certain group? Well, just study the data gathered from that person&#8217;s interactions in that group&#8230;</p>
<p>These are exciting times in this age of mobile, social and cloud!</p>
<p>Any outside-the-box ideas that you are pondering?</p>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/data-mining/'>Data mining</a>, <a href='http://shankarsaikia.wordpress.com/category/entrepreneurship/'>Entrepreneurship</a>, <a href='http://shankarsaikia.wordpress.com/category/facebook/'>Facebook</a>, <a href='http://shankarsaikia.wordpress.com/category/google/'>Google</a>, <a href='http://shankarsaikia.wordpress.com/category/innovation/'>Innovation</a>, <a href='http://shankarsaikia.wordpress.com/category/social-media-marketing/'>Social Media Marketing</a> Tagged: <a href='http://shankarsaikia.wordpress.com/tag/color/'>Color</a>, <a href='http://shankarsaikia.wordpress.com/tag/facebook/'>Facebook</a>, <a href='http://shankarsaikia.wordpress.com/tag/google/'>Google</a>, <a href='http://shankarsaikia.wordpress.com/tag/social-media/'>Social Media</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/435/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/435/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/435/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=435&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
		</media:content>
	</item>
		<item>
		<title>Social and mobile and cloud &#8211; where enterprise applications are going</title>
		<link>http://shankarsaikia.wordpress.com/2011/03/26/social-and-mobile-and-cloud-where-enterprise-applications-are-going/</link>
		<comments>http://shankarsaikia.wordpress.com/2011/03/26/social-and-mobile-and-cloud-where-enterprise-applications-are-going/#comments</comments>
		<pubDate>Sun, 27 Mar 2011 02:02:50 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Enterprise applications software]]></category>
		<category><![CDATA[Entrepreneurship]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[Venture Capital]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=430</guid>
		<description><![CDATA[There is a new world order in Silicon Valley, and by extrapolation, the world of technology.  Out are Oracle, SAP, Microsoft and in are Facebook, Zynga, Groupon. The question is: if I am in the enterprise applications space what is the next big thing after Salesforce.com ? I see three areas of innovation: (1) Social: [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=430&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>There is a new world order in Silicon Valley, and by extrapolation, the world of technology.  Out are Oracle, SAP, Microsoft and in are Facebook, Zynga, Groupon. The question is: if I am in the enterprise applications space what is the next big thing after Salesforce.com ?</p>
<p>I see three areas of innovation:</p>
<p>(1) Social: with everyone jumping on the Facebook bandwagon, there will be a way to make applications more social. How is this going to happen? I don&#8217;t know but I can guess the following</p>
<p>- your work will include more and easier collaboration</p>
<p>- traditional e-mail will disappear and be replaced by concepts such as &#8220;Like&#8221;, &#8220;Recommend&#8221; etc.</p>
<p>- sharing will become more common</p>
<p>- the boundry between employee and non-employee will disappear</p>
<p>(2) Mobile: this is the easy one. One will be able to do their work using just a mobile phone. So, the PC disappeared a while ago and very soon the laptop will disappear. Will it be replaced by a tablet (e.g. iPad) or a smartphone?</p>
<p>(3) Cloud: this is an interesting one, because I feel that we are very early in the lifycycle of cloud computing. I predict the following</p>
<p>- the data center as we know it will disappear</p>
<p>- instead you will find cloud centers!</p>
<p>- storage will be a hot area</p>
<p>- there will be a whole new category of Fedex-types of companies that &#8220;deliver anywhere&#8221; using cloud-based services</p>
<p>Are you ready for all this innovation? Hope you are as optimistic about these trends as I am. We will soon welcome a new class of billionaires &#8230;. you could be one of them. How exciting!</p>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/enterprise-applications-software/'>Enterprise applications software</a>, <a href='http://shankarsaikia.wordpress.com/category/entrepreneurship/'>Entrepreneurship</a>, <a href='http://shankarsaikia.wordpress.com/category/innovation/'>Innovation</a>, <a href='http://shankarsaikia.wordpress.com/category/venture-capital/'>Venture Capital</a>  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/430/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/430/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/430/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=430&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
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		<title>Software vendors, tear down this wall !</title>
		<link>http://shankarsaikia.wordpress.com/2011/01/16/software-vendors-tear-down-this-wall/</link>
		<comments>http://shankarsaikia.wordpress.com/2011/01/16/software-vendors-tear-down-this-wall/#comments</comments>
		<pubDate>Sun, 16 Jan 2011 14:28:27 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Enterprise Software Sales]]></category>
		<category><![CDATA[Pricing of Technology Products]]></category>
		<category><![CDATA[Sales - Basics]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=413</guid>
		<description><![CDATA[Historians say that Ronald Reagan&#8217;s 1987 &#8220;Mr. Gorbachev, tear down this wall&#8221; speech at Brandenburg Gate catalyzed the end of the cold war. Similarly, innovations such as web 2.0, social media, analytics and smartphones have enabled companies to change enterprise software sales and perhaps sales of other products as well. Traditionally, a salesperson was needed [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=413&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Historians say that Ronald Reagan&#8217;s 1987 &#8220;Mr. Gorbachev, tear down this wall&#8221; <a title="Reagan 1987" href="//www.youtube.com/v/YtYdjbpBk6A?fs=1&amp;amp;hl=en_GB&amp;amp;rel=0&quot; type=&quot;application/x-shockwave-flash&quot; allowscriptaccess=&quot;always&quot; allowfullscreen=&quot;true&quot; width=&quot;480&quot; height=&quot;385&quot;&gt;&lt;/embed&gt;&lt;/object&gt;">speech</a> at Brandenburg Gate catalyzed the end of the cold war. Similarly, innovations such as web 2.0, social media, analytics and smartphones have enabled companies to change enterprise software sales and perhaps sales of other products as well.</p>
<p>Traditionally, a salesperson was needed for the following purposes:</p>
<p>- provide product information<br />
- demonstrate product capabilities<br />
- price offerings<br />
- negotiate agreements</p>
<p>Technologies such as the internet, web 2.o and social media have changed the dynamics of software sales. Today customers can research product information using tools such as search and social media. In addition customers can &#8220;try-before-buy&#8221; by signing up for free trial accounts. Several companies list their pricing on the internet. Vendors that facilitate transparency increase their credibility and reputation.</p>
<p>The benefits to prospects are many, such as:</p>
<p>- increased transparency (e.g., finding information about a vendor by researching tweets, LinkedIn updates etc.)</p>
<p>- pricing clarity (e.g., learn how product is priced by studying online listing of prices)</p>
<p>- increased product knowledge (e.g., online trials, online resources)</p>
<p>Vendors also benefit:</p>
<p>- reduce cost of sales (e.g., instead of salesreps answering questions, have the prospect get answers from multiple online resources)</p>
<p>- improve credibility (e.g., increased transparency leads in increased trust)</p>
<p>With all the innovation in technologies, it is surprising that vendors have not leveraged these technologies to improve the sales process. If customers have started to embrace web 2.0 social media, smartphones etc., shouldn&#8217;t you as well ?</p>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/enterprise-software-sales/'>Enterprise Software Sales</a>, <a href='http://shankarsaikia.wordpress.com/category/pricing-of-technology-products/'>Pricing of Technology Products</a>, <a href='http://shankarsaikia.wordpress.com/category/sales-basics/'>Sales - Basics</a>  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/413/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/413/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/413/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=413&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
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		<title>2011 New Year Career Resolution &#8211; Build a Moat</title>
		<link>http://shankarsaikia.wordpress.com/2010/12/25/2011-new-year-career-resolution-build-a-moat/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/12/25/2011-new-year-career-resolution-build-a-moat/#comments</comments>
		<pubDate>Sun, 26 Dec 2010 02:21:48 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Career Management]]></category>
		<category><![CDATA[Enterprise Software Sales]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=393</guid>
		<description><![CDATA[Merry Christmas everyone &#8211; it&#8217;s been a while since I have blogged. It&#8217;s almost the beginning of 2011 and I am very excited about 2011. At 30 minutes past midnight on January 1 I will head to Miami for a mini-vacation &#8211; I will be staying at the luxurious Eden Roc Renaissance Miami for 3 [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=393&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Merry Christmas everyone &#8211; it&#8217;s been a while since I have blogged.</p>
<p>It&#8217;s almost the beginning of 2011 and I am very excited about 2011. At 30 minutes past midnight on January 1 I will head to Miami for a mini-vacation &#8211; I will be staying at the luxurious <a title="Eden Roc Renaissance Miami" href="http://www.marriott.com/hotels/photo-tours.mi?marshaCode=miasr&amp;pageID=HWREC&amp;imageID=1">Eden Roc</a> Renaissance Miami for 3 nights and on January 3rd I will watch Stanford and <a title="Andrew Luck Run Vs Cal 2010" href="//www.youtube.com/v/S4_w-puInqY?fs=1&amp;amp;hl=en_GB&amp;amp;rel=0&quot; type=&quot;application/x-shockwave-flash&quot; allowscriptaccess=&quot;always&quot; allowfullscreen=&quot;true&quot; width=&quot;480&quot; height=&quot;385&quot;&gt;&lt;/embed&gt;&lt;/object&gt;">Andrew Luck</a> play in the Orange Bowl. I feel very thankful for a great 2010 and now I am getting ready for a fantastic 2011.  I have a plan to make 2011 fantastic from a career perspective, as I am a firm believer in the saying &#8220;if you fail to plan then you plan to fail&#8221;.</p>
<p>For 2011 I have one major theme &#8211; build a moat around me. A moat?</p>
<div id="attachment_396" class="wp-caption aligncenter" style="width: 360px"><a href="http://shankarsaikia.files.wordpress.com/2010/12/350px-baddesley.jpg"><img class="size-full wp-image-396" title="Moat Around Castle" src="http://shankarsaikia.files.wordpress.com/2010/12/350px-baddesley.jpg?w=450" alt=""   /></a><p class="wp-caption-text">Moat</p></div>
<p>Here&#8217;s what I mean &#8211; I am going to focus on my strengths, get better at what I do and learn a few new skills. My skills represent my moat &#8211; to use a sports analogy, the skills represent both my defense as well as offense! To learn more about the moat analogy read this summary of an <a title="Interview: Buffet and Jay Z - Moat" href="http://www.forbes.com/2010/09/21/forbes-400-warren-buffett-jay-z-video-rich-list-10-video.html" target="_blank">interview of Warren Buffet and Jay Z</a></p>
<p>To be specific here are my career-related resolutions for 2011:</p>
<p>- became a better salesperson (i.e., improve the key capabilities: prospecting, qualification, positioning, negotiation and closing)</p>
<p>- learn a key technical skill: mobile programming</p>
<p>These are the skills that I plan to improve and develop in order to widen the moat around me.</p>
<p>How do you plan to build and widen the moat around you?</p>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/career-management/'>Career Management</a>, <a href='http://shankarsaikia.wordpress.com/category/enterprise-software-sales/'>Enterprise Software Sales</a>  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/393/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/393/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/393/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=393&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
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			<media:title type="html">Moat Around Castle</media:title>
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		<title>Sales and Marketing: How Much To Spend?</title>
		<link>http://shankarsaikia.wordpress.com/2010/08/01/sales-and-marketing-how-much-to-spend/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/08/01/sales-and-marketing-how-much-to-spend/#comments</comments>
		<pubDate>Mon, 02 Aug 2010 02:06:46 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Enterprise Software Sales]]></category>
		<category><![CDATA[Enterprise Software Startup Sales]]></category>
		<category><![CDATA[Sales & Marketing Expenses]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=375</guid>
		<description><![CDATA[No matter how functionally rich and technically advanced your software is, you have to expend resources (i.e., time and money) to get customers to buy your product. Most entrepreneurs, especially founders with primarily an engineering background, do not seem to understand this aspect of starting and operating a business. I have heard of only one [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=375&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>No matter how functionally rich and technically advanced your software is, you have to expend resources (i.e., time and money) to get customers to buy your product. Most entrepreneurs, especially founders with primarily an engineering background, do not seem to understand this aspect of starting and operating a business. I have heard of only one tech company that does not have a sales force or has very few salespeople (<a title="Atlassian - Software Company With Few Sales People" href="http://techcrunch.com/2010/07/14/atlassian-accel-60-million/" target="_blank">Atlassian</a>).</p>
<p>Here is some data on the what various publicly traded software-as-a-service (SAAS) companies spend on sales and marketing as a percentage of total revenue (source: 10-K reports at <a title="SEC website" href="http://www.sec.gov">www.sec.gov</a>) :</p>
<p>Salesforce.com <span style="color:#000000;"><strong>47 %</strong></span> ($605 million out of 2009 revenue of $1.3 billion)<br />
Netsuite <span style="color:#000000;"><strong>46%</strong></span> ($76 million out of 2009 revenue of $166 million)<br />
Successfactors <span style="color:#000000;"><strong>52%</strong></span> <strong> </strong>($80 million out of 2009 revenue of $153 million)</p>
<p>As you can see each of these companies spends over 45% of its annual revenue on sales and marketing. If you are an entrepreneur you should budget at least that much for sales and marketing (perhaps  more on marketing in the beginning so that you can build awareness).</p>
<p>Experts cite many credible reasons for the success of one tech company over another. One reason is the concept of network effects and increasing returns to scale &#8211; for example, a platform that enables others to build applications for it (e.g., Microsoft Windows, Apple&#8217;s iPhone App Store) &#8211; the greater the number of apps, the greater the value of the platform.  Yet another reason for the success of a tech company, especially an enteprise software company, is effective sales and marketing. As I said in the beginning of this writeup, you cannot win with just a great product.</p>
<br />Filed under: <a href='http://shankarsaikia.wordpress.com/category/enterprise-software-sales/'>Enterprise Software Sales</a>, <a href='http://shankarsaikia.wordpress.com/category/enterprise-software-startup-sales/'>Enterprise Software Startup Sales</a>, <a href='http://shankarsaikia.wordpress.com/category/enterprise-software-sales/sales-marketing-expenses/'>Sales &amp; Marketing Expenses</a>  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/shankarsaikia.wordpress.com/375/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/shankarsaikia.wordpress.com/375/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/shankarsaikia.wordpress.com/375/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=375&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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			<media:title type="html">Shankar Saikia</media:title>
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		<title>VCs Tell How They Invest (VLAB Event, January 26, &#8217;10)</title>
		<link>http://shankarsaikia.wordpress.com/2010/01/27/vcs-tell-how-they-invest-vlab-event-january-26-10/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/01/27/vcs-tell-how-they-invest-vlab-event-january-26-10/#comments</comments>
		<pubDate>Wed, 27 Jan 2010 21:03:25 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Entrepreneurship]]></category>
		<category><![CDATA[Venture Capital]]></category>
		<category><![CDATA[VLAB]]></category>
		<category><![CDATA[Funding]]></category>
		<category><![CDATA[Seed Funding]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=356</guid>
		<description><![CDATA[THUNDER-LIZARDS! HEAT-SEEKING MISSLES! SEX (almost)! These were some of the topics discussed at today&#8217;s VLAB event titled &#8220;How my company leap-frogged with the help of funding partners&#8221;. Today&#8217;s panel included the following VCs: Howard Hartenbaum &#8211; August Capital Josh Kopelman &#8211; First Round Capital Mike Maples &#8211; Maples Investments Dave Strohm &#8211; Greylock Ravi Belani [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=356&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>THUNDER-LIZARDS! HEAT-SEEKING MISSLES! SEX (almost)! These were some of the topics discussed at today&#8217;s <a title="VLAB" href="http://www.vlab.org/" target="_self">VLAB</a> event titled &#8220;<strong>How my company leap-frogged   with the help of funding partners&#8221;. </strong></p>
<p>Today&#8217;s panel included the following VCs:</p>
<p><a title="Hartenbaum" href="http://www.augustcap.com/www.augustcap.com/team/howard_hartenbaum/" target="_self">Howard Hartenbaum   &#8211; August Capital</a><br />
<a href="http://www.firstround.com/team/jkopelman.html" target="_self">Josh Kopelman &#8211; First Round Capital</a><br />
<a href="http://www.maplesinvestments.com/maples.html" target="_self">Mike Maples &#8211; Maples Investments</a><br />
<a href="http://www.greylock.com/team/team/14/" target="_self">Dave Strohm &#8211; Greylock</a></p>
<p><a title="Ravi Belani" href="http://www.dfj.com/team/RaviBelani.shtml" target="_self">Ravi Belani from Draper Fisher Jurvetson</a> moderated a great session, most of which had a &#8220;hot seat&#8221; format &#8211; a few lucky attendees got to ask the panel for advice on actual VC-related scenarios.</p>
<p>Here are some of the nuggets from each panelist:</p>
<p>1. Howard Hartenbaum   &#8211; August Capital</p>
<p>- <strong>VC as partner</strong>: A relationsip with a VC is like a marriage &#8211; you will be spending a lot of time with your VCs and so get to know them well.</p>
<p>- <strong>Beat the big </strong>: VCs like ideas that involve beating big traditional companies.</p>
<p>2. Josh Kopelman &#8211; First Round Capital</p>
<p>- <strong>Don&#8217;t cross the stream together</strong>: He used an analogy from a film (Ghostbusters? ) and basically meant that during fund-raising do not tell a VC which other VCs you are talking to .. or you will get the worst possible term sheet.</p>
<p>- <strong>Lower start-up costs/time</strong>: it takes less money to start a company and less time to test it out &#8211; both are great (e.g., $600K and 6 months now versus $6 million/6 years before).</p>
<p>3. Mike Maples &#8211; Maples Investments</p>
<p>- <strong>Thunder lizards</strong>: VCs invest in companies that can take advantage of &#8220;<em>disruptive tectonic</em>&#8221; forces in the market and become huge &#8211; like thunder lizards (Mike&#8217;s movie choice = &#8220;Godzilla&#8221;)</p>
<p>- <strong>Project Big</strong>: When you pitch a VC tell them how big an impact your product/service will have. For example, at Motive their opening slide said &#8220;we will cut data entry costs by $25 billion!&#8221;</p>
<p>4. Dave Strohm &#8211; Greylock</p>
<p>- <strong>Alignment</strong>: VCs and entrepreneurs&#8217; goals should be aligned and investing in common stock (without liquidation preferences etc.) is one way to align interests. He said that unfortunately most deals do not involve common stock.</p>
<p>- <strong>Where are the women? </strong>: He asked why there weren&#8217;t more women in the VC business. Also, when Mike referred to an entrepreneur as &#8220;he&#8221;, Dave quietly admonished him and urged him to say &#8220;he or she&#8221; &#8230; But, to Mike&#8217;s credit his firm&#8217;s other partner is a woman and she sourced their best deal yet &#8211; so kudos to Mike.</p>
<p>Here are some of my own insights:</p>
<p><strong>Grey Matter</strong>: These VCs seem soooo smart &#8211; have you checked out <a href="http://www.dfj.com/team/RaviBelani.shtml" target="_self">Ravi Belani&#8217;s profile</a>?</p>
<p><strong>Grey Hair</strong>: My own hair is greying  but I couldn&#8217;t believe how many in the crowd had more grey hair than me! My guess is that some of the grey haired folks (except for me) were angel investors. With lower capital requirements for starting tech companies (because of cloud computing, open source etc.) I think the number of VC firms is going to decline, meaning that if you want to start a company angel investors are going to be your best (and perhaps only) shot at funding.</p>
<p><strong>Silicon Valley Special</strong>: The valley is truly a special place for tech innovation, especially for businesses focused on intellectual property . I doubt if any other place can compete.</p>
<p><strong>My final thought</strong>: Tech is just one avenue of entrepreneurship. There are several other sectors where you can create disruptive change &#8211; health food, sports, healthcare, travel, housing &#8230;&#8230; are just a few that I can think of &#8230;</p>
<p>What do you think? Do you agree with the VCs or with me?</p>
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			<media:title type="html">Shankar Saikia</media:title>
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		<title>Data Mining: Online Examples</title>
		<link>http://shankarsaikia.wordpress.com/2010/01/21/data-mining-online-examples/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/01/21/data-mining-online-examples/#comments</comments>
		<pubDate>Fri, 22 Jan 2010 07:39:10 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Data mining]]></category>
		<category><![CDATA[Online]]></category>
		<category><![CDATA[VLAB]]></category>
		<category><![CDATA[Data Mining Social Media]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=316</guid>
		<description><![CDATA[Roughly three years ago, I received the following nugget of wisdom regarding entrepreneurship: do something at the “intersection of your interests, skills and where the market is going.” This came from a presenter at VLAB who gave the same advice to her son as he was heading to college and felt that the advice was [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=316&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Roughly three years ago, I received the following nugget of wisdom regarding entrepreneurship: do something at the “intersection of your <strong>interests</strong>, <strong>skills</strong> and where the <strong>market</strong> is going.” This came from a presenter at <a href="http://www.vlab.org/">VLAB</a> who gave the same advice to her son as he was heading to college and felt that the advice was appropriate for aspiring entrepreneurs as well.</p>
<p>With so much going on in the glamorous worlds of mobile, social networks, music etc., why would one pick something as boring, mundane, prosaic ( fill in your favorite synonym for &#8220;boring&#8221; here) _______ as data ??? For me it’s because I’m a numbers guy, I like the worlds of planning, forecasting etc. and it appears that data analysis is emerging as an area of growth – for me data mining is at the intersection of my skills, likes and where the market is going.</p>
<p>What is data mining? My informal definition is that data mining is the process of <em>getting some benefit, whether economic or non-economic, from information</em>. A simple example, courtesy of <a href="http://www.oreillynet.com/pub/au/2717">Roger Magoulus from OReilly Media</a>,  is Amazon.com&#8217;s listing of each book&#8217;s &#8220;<a href="http://bit.ly/7htrKx" target="_self">Amazon.com Sales Rank</a>&#8221; &#8211; that single piece of data helps buyers make decisions.</p>
<p>Everyone is aware of the tremendous growth of social networks. Anyone who uses <a href="http://www.linkedin.com/" target="_self">LinkedIn</a> has probably noticed the &#8220;People You May Know&#8221; box &#8211; that&#8217;s a case of LinkedIn using information on connections between your contacts and the contacts&#8217; contacts  &#8211; another example of data mining. If you do a search for &#8220;data mining&#8221; on a job site like <a href="http://www.simplyhired.com/a/jobs/list/q-data+mining">Simply Hired</a>, you may find social networking companies like <a href="http://bit.ly/6rJJ6t">Yelp</a> and <a href="http://www.facebook.com/#/careers/department.php?dept=engineering&amp;req=144139743976">Facebook</a> advertising for data mining experts. Today I noticed that Simple Hired itself has added a neat capability &#8211; it can show your Linkedin contacts next to a job listing &#8211; the value being that you can ask your LinkedIn contact to possibly to give you a referral &#8211; another example of using data for your benefit.</p>
<p>What about those &#8220;other&#8221; companies?  Can a &#8220;normal&#8221; company, not just a social networking site, also mine online data? Sure. Take a look at this chart that shows trends for Google searches for rental car companies:</p>
<div id="attachment_333" class="wp-caption aligncenter" style="width: 460px"><a href="http://shankarsaikia.files.wordpress.com/2010/01/googlesearch.png"><img class="size-full wp-image-333" title="Google Search Trends" src="http://shankarsaikia.files.wordpress.com/2010/01/googlesearch.png?w=450&#038;h=189" alt="" width="450" height="189" /></a><p class="wp-caption-text">Trends in Google Searches</p></div>
<p>In this case each rental car company can investigate why there were relatively more searches for Enterprise Rental Car &#8211; was it because Enterprise advertised more in a specific location? This is an example of data mining of external information (i.e., information that does not reside within the corporate technology systems). You can view the actual chart <a href="http://bit.ly/64LJWq" target="_blank">here</a>, and even drill into specific locations (for example, there were more searches for Dollar Rental Car in Hawaii).</p>
<p>Hal Varian, an economist who works for Google, recently said that statistics may be a good <a href="http://bit.ly/5GlNIG">career</a> choice in the future: &#8220;&#8230; <em>The ability to take data—to be able to understand it, to process it, to extract value from it, to visualize it, to communicate it—that’s going to be a hugely important skill</em>..&#8221;</p>
<p>I hope these examples gave you a better understanding of data mining as it pertains to online data. What do you think?</p>
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			<media:title type="html">Google Search Trends</media:title>
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		<title>VLAB: Data Exhaust Alchemy Event (January 19, 2010)</title>
		<link>http://shankarsaikia.wordpress.com/2010/01/19/vlab-data-exhaust-academy-event-january-19-2010/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/01/19/vlab-data-exhaust-academy-event-january-19-2010/#comments</comments>
		<pubDate>Wed, 20 Jan 2010 07:40:09 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Data mining]]></category>
		<category><![CDATA[VLAB]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=302</guid>
		<description><![CDATA[DATA, DATA EVERYWHERE: COOL PROBLEMS TO WORK ON I attended the VLAB event &#8220;Data Exhaust Alchemy: Turning the Web&#8217;s Waste Into Solid Gold&#8221; at Stanford GSB today. It was great &#8211; Bishop Auditorium was packed. Here&#8217;s a very brief summary of what I learned from each speaker: 1. Roger Magoulas, Director of Market Research, O&#8217;Reilly [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=302&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p><strong>DATA, DATA EVERYWHERE: COOL PROBLEMS TO WORK ON</strong></p>
<p>I attended the VLAB event &#8220;Data Exhaust Alchemy: Turning the Web&#8217;s Waste Into Solid Gold&#8221; at Stanford GSB today. It was great &#8211; Bishop Auditorium was packed. Here&#8217;s a very brief summary of what I learned from each speaker:</p>
<p>1.<strong><span style="font-size:x-small;"> </span></strong>Roger Magoulas, Director of Market Research, <a href="http://oreilly.com/">O&#8217;Reilly Media</a>: He related the story of how Amazon.com, by simply adding the popularity ranking of books, was able to add a lot of value for customers &#8211; a great example of using the data exhaust.<span style="font-size:x-small;"><strong> </strong></span></p>
<p>2. JB (Mike John-Baptiste), CEO, <a href="http://www.peerset.com">PeerSet</a>: Peerset has developed algorithms that mine web data to help advertisers target the right audience.</p>
<p>3. Mark Breier, General Partner, <a href="http://www.iqt.org/">In-Q-Tel</a>: The venture arm of the CIA has invested in the following companies: <a href="http://www.visibletechnologies.com/">Visible Technologies</a>, <a href="http://www.palantirtech.com/">Palantir</a> and <a href="http://www.fortiusone.com/">Fortius One</a>. There are many security-related applications of the data exhaust.</p>
<p>4. Jeff Hammerbacher, Vice President of Products and Chief Scientist, <a href="http://www.cloudera.com/">Cloudera</a>: He left Facebook because he felt that he did not understand consumer technologies such as online advertising. Cloudera makes the open source version of Hadoop, which uses the Mapreduce algorithm developed by Google.</p>
<p>5. Dr. DJ Patil, Chief Scientist and Sr. Director of Product, <a href="http://www.linkedin.com">LinkedIn</a>: He preferred the word &#8220;ecosystem&#8221;  (over the phrase &#8220;data exhaust&#8221;) to describe the data created on the web. He mentioned that with every passing day there are fewer people who are not on Linkedin.</p>
<p>6. Pablos Holman, Futurist, Inventor, Security Expert, and Notorious Hacker: He was AWESOME. He stressed that, from a security perspective, everything that we do online and using mobile devices is in the cloud. He showed a cool demo of how our credit cards are NOT that secure.</p>
<p>My overall opinion is that the speakers and their respective organizations were working on some very difficult and exciting problems related to the growing volume of data. A point that Richard made was that mining the social graph (e.g., our Facebook friends and the things we do, like etc. as recorded on Facebook) is very challenging. The good news is that companies like LinkedIn have been able to extract value from its data, and added cool capabilities such as recommending people we can connect to.</p>
<p>Bottom line:  did the meeting give me any ideas for products or services that I can sell to my enterprise customers? &#8230;.. Yes.</p>
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		<title>Data Deluge!</title>
		<link>http://shankarsaikia.wordpress.com/2010/01/12/data-deluge/</link>
		<comments>http://shankarsaikia.wordpress.com/2010/01/12/data-deluge/#comments</comments>
		<pubDate>Wed, 13 Jan 2010 03:12:07 +0000</pubDate>
		<dc:creator>Shankar Saikia</dc:creator>
				<category><![CDATA[Data mining]]></category>
		<category><![CDATA[Enterprise Software Sales]]></category>
		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://shankarsaikia.wordpress.com/?p=286</guid>
		<description><![CDATA[The year was 2006, George W was in the white house and Google was the king of search. If you wanted a restaurant review you probably either looked at a copy of Zagat (the book, not online!) or you did a Google search. Fast forward to 2010 and what&#8217;s changed? Beyond the obvious change inside [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=shankarsaikia.wordpress.com&amp;blog=4774825&amp;post=286&amp;subd=shankarsaikia&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The year was 2006, George W was in the white house and Google was the king of search. If you wanted a restaurant review you probably either looked at a copy of Zagat (the book, not online!) or you did a Google search. Fast forward to 2010 and what&#8217;s changed? Beyond the obvious change inside 1600 Pennsylvania Avenue, now if you want to research a restaurant you do a Yelp search &#8211; what a difference 4 years makes! What else has changed?  The biggest change is the growth of data &#8211; mobile interactions, Google searches, Twitter tweets, Yelp reviews, Facebook friends and pokes and pictures &#8230;. it&#8217;s a data deluge out there!</p>
<p>I&#8221;m increasingly being convinced that the next big tech opportunity lies in being able to do something with the data deluge. A recent column in <a title="Facebook's People-organized web" href="http://bit.ly/7ozyFC">Gigaom</a> mentions that Facebook&#8217;s greatest asset is it&#8217;s social graph (i.e., the connections between people and their friends, pokes, pictures etc.). Facebook is working very hard at extracting value from this data. Similarly, Yelp is trying to mine its own user-generated restaurant reviews.</p>
<p>The key to solving this data-mining challenge is to engage in &#8220;non-linear thinking.&#8221; It&#8217;s important to keep in mind that there is more to data mining than the IT-focused steps such as data collection, aggregration, modeling, validation etc.  One of the most difficult parts of data mining social media information is that the data is mostly unstructured (i.e., text, pictures etc.).</p>
<p>I&#8217;m really excited about the data challenges &#8211; this is the age of big data &#8211; for more on big data read <a title="The age of big data" href="http://gigaom.com/2009/10/25/the-future-is-big-data-in-the-cloud/?utm_source=gigaom&amp;utm_medium=specialtopics">this</a> .</p>
<p>What do you think? Do you see an opportunity in the data deluge?</p>
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