Mar 30 2009

Using Meaning Extraction To Improve Search Results

Published by David Seuss under MI Analyst, SinglePoint

In my prior post, “Meaning Extraction for Business Strategy”, I describe a new type of search result: “scenarios of meaning.”  For example, in a search on ‘Cisco and VOIP’, we get back the scenario “Cisco is using a product marketing strategy of Professional Services” that presents a finding about how Cisco is using a particular marketing initiative in that market.   This new type of search result is unique and exciting.  But the story doesn’t really stop there.  Meaning extraction can be used to bump up the value of plain old search results as well.  Let me explain.

 

Plain Old Search Results

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Mar 24 2009

Meaning Extraction for Business Strategy

Published by David Seuss under MI Analyst, SinglePoint

 In my previous post, I gave an example of how meaning extraction works in a life sciences research setting.  I am pleased to report to you all that the essence of that blog post was expanded into an article that is going to run in Future Pharmaceuticals magazine soon.  I will post a link to it when it runs if that is practical.

 

But since most people work for companies that are not pharmaceuticals or performing life sciences research,  I thought I should provide another example in a different context.  So let’s say we want to analyze the strategy of a company like Cisco in the arena of voice over Internet protocol (VOIP) and that we have a content repository of a few hundred thousand market research reports from scores of authoritative analyst firms like Gartner, Forrester, and IDC.  (Northern Light clients actually have such a database available to them.)  

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Jan 06 2009

How Does Meaning Extraction Actually Work?

Meaning extraction.What exactly is that, you ask?  Other than a catch phrase, one of those one of those unique combinations of words that marketing folks crave to have associated with their brand.I submit this definition of “meaning extraction” for your consideration:

Meaning extraction is an emerging technology that identifies elements of information and concepts contained within documents and document repositories, and surfaces combinations of these informative elements and concepts that imply meaning in the context of the business, professional, or technical purpose of the search process.  Meaning extraction applied to search applications dramatically improves and accelerates a searcher’s ability to gain insight into a topic and answer specific research questions.

Since the above has a theoretical tone that drains all the flash and boom from the concept, I thought it might be useful to provide a real-world example from the pharmaceutical industry.   But as the private meaning extraction applications Northern Light operates for its clients cannot be viewed by anyone but our clients, I will illustrate meaning extraction using a database of research documents that is publicly available.   

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Dec 02 2008

IT in crisis

Published by David Seuss under Enterprise IT

IT organizations are in crisis.  In the name of control, standards, security, and economies of scale centralized IT organizations have taken over many tasks that were previously managed in whole and in part by business units and functional departments.  As a result, IT budgets have been growing faster than corporate revenues for many years.  But that task was never doable; no single organization can support the nuance of every use-case across an entire enterprise with a toolkit of, by necessity, standardized lowest-common-denominator solutions.  And now that the financial crisis of 2008 is hitting 2009 corporate budgets, cutting deeply into IT resources, what was undoable has become unimaginable.  The massively centralized IT process has become the bottleneck that affects every project, product, operational initiative and revenue plan; freezing companies into the glacier. 

The solution is to change the mindset of IT from trying to execute every project and manage every application to performing an active role of facilitator within a decentralized IT model.  In this model, many — if not most of the applications that business units and departments need — are carried out by the business units themselves, using IT as a trusted advisor.   Business unit and departmental level applications are therefore executed by “local” (as opposed to “centralized”) staff working in the organizational units that both need an application and understand its peculiarities.  This local staff may or may not even carry IT job titles, but may be functional and departmental professionals using inside and outside IT specialists as appropriate and cost-effective.  IT then becomes a value-add resource in this process:  consulting, advising, critiquing plans, setting requirements for security, and vetting outside resources.  Some enterprise computing applications, such as financial reporting and email, will always be the responsibility of a centralized IT organization. But many enterprise computing projects can be successfully downloaded to business units and functional departments where the affected business managers can determine project priority and investment-worthiness against other needs at the business unit level.  The advantage of this approach is that projects that pass muster with the business managers can actually be carried out in a timeframe consistent with the business needs.   The status-quo alternative to this new model is an endless backlog in IT, with the resulting loss of competitive advantage and consequent business decline as other companies achieve higher levels of IT agility and responsiveness. 

We can already see early indicators of the reallocation of application responsibility back to business units and departments in the high growth rates of Software as a Service (SaaS) and custom applications that are based on open source.  IT does not have to fail in the new economic environment we find ourselves in; there is no inescapable Fate here as in a Greek tragedy.  IT can succeed — and succeed spectacularly — by embracing the new paradigm.  The IT strategies of highly effective competitors in many industries are already evolving in this direction.  In 2009, we will see the mind shift in IT organizations accelerate toward a more decentralized model as the most successful companies stretch their lead over those that cling to the old ways.  

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Dec 02 2008

Why meaning extraction?

Published by David Seuss under MI Analyst

Every year, for enterprise clients, Northern Light provides aggregation and search for 750,000 market research reports with a value of $1 billion (if you bought each report at its list price) from 80 of the leading analyst firms.  On a late night two summers ago I was sitting alone, brooding about the future of information technology, as I often do.   The thought occurred to me that if I could read every report we aggregate each year, then I would be a lot smarter about this question, or at least much better informed.  Well, I mused, I cannot read 750,000 reports, but the computer can.

In that moment, the future just reached back and hit me.  What if search engines could read all the market intelligence documents a researcher has access to, identify the business issues reported on, suggest the trends, flag the threats, highlight the opportunities, and distinguish those documents that are the most important, not from a search relevance perspective, but from a meaning perspective?

For example, what if you could conduct a search on one of your product lines and have the search engine zero in on the reports that describe threats to your company’s market share or pricing strategy?   What if you could feed the search engine a company name and have it provide you not with a list of documents, but with a report that highlights the company’s corporate strategy, business position, and opportunities and challenges?

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Dec 02 2008

ROI for Market Research Portals

Published by David Seuss under Case Studies, SinglePoint

When it comes to SinglePoint  market research portal implementations, our clients have experienced quantifiable savings in a number of areas that are well worth remembering when the time comes to build the corporate case.  Since we get the ROI question all the time, I thought I would share what we know about this topic with you.  Here are some things to consider: 

  • Cost of time savedOur experience is that, even when done conservatively, the value of time saved can be pretty staggering when faced head on with a calculation.  For example, our client Verizon estimates that its SinglePoint saves 1.5 hours per user session.  Our average client runs 36,000 user sessions per year, and saving 1.5 hours per user session would total 54,000 hours of saved professional time per year.   One can cost out professional time at perhaps $100 per hour fully-loaded, so such a savings could be valued at $5.4 million per year.  Yikes!
  • Improved decision making.  Without a simple to access and use comprehensive research portal, the fact is that most users give up and stop looking for the best information that bears on their projects and just make do with whatever they can find.  One of our clients estimated that critical strategic research projects before their SinglePoint portal was implemented were often attempted using Google’s Web search engine for an average of six hours of research, with the result most often being failure to find relevant, high quality information.  With SinglePoint, users have the best information available on every search easily and quickly, and even more important than the time they save is that their business analyses are well-informed.  What is the value of having better researched and analyzed business decisions?  It could easily dwarf all the millions of dollars of savings combined from all the other ROI considerations.·        
  • Supporting Large numbers of users with limited staff.  In this era of budget cuts and staff reductions, a self-service market research portal makes it feasible to support a wide audience of consumers of research with a very limited internal staff.  For example, one of our clients has one person supporting 5,000 users of secondary research via a SinglePoint portal.  Another client has 5 people supporting over 50,000 users of secondary research using SinglePoint.  In another case, 6 internal market research professionals produce important original research reports and publish them to an audience of 300 users in the marketing department via the SinglePoint portal without having to allocate precious researcher time away from the task of actually doing the research in order to field numerous requests from users for reports that already exist.  In all of these examples, without the SinglePoint portal significantly more staff would be required to help the users of research find the research that had been purchased or created for them.
  • Obtaining new businessEach organization has a good idea of what value a closed sale might bring to the table or what being able to rapidly respond to a competitive situation means to a company.  Most of Northern Light’s clients use SinglePoint to prepare for sales presentations, customer briefings, and to assess their product roadmaps to make them more competitive.  Our client HP requested success stories from its sales and marketing staff to document the contribution of HP’s SinglePoint (which they call MarketVision) to business and customer wins, and so many poured in that they had to stop collecting them because the market research staff did not have time to read them all!  Suffice it say many millions of dollars was identified as having been won with direct support to the sales and marketing teams being provided by HP’s SinglePoint.
  • Reduced number of websites/portalsIt is not uncommon for departments and functional groups within an organization to provision and field numerous websites, each facing a different audience such as Sales, Marketing, Product Management.  HP has spoken publicly of having saved many millions of dollars when SinglePoint enabled them to unify 150 distinct intranet sites that hosted research in all their divisions around the world.  On the IT side alone, they saved in excess of $1 million, in year one, in hardware and administration.
  • Intellectual property issues and fair usage.  It is easy for users to unknowingly violate the usage terms of their agreements with sources of secondary research — an exposure that no large company wants. This happens when users post documents to multiple internal portals without any system for enforcing licensing arrangements.  For example, Northern Light was told of one company that does not use SinglePoint that was presented with a $460,000 bill from a market research provider for a single report that a well-meaning but naive employee carelessly posted to a departmental website for general consumption without access controls reflecting the report’s seat license business rules .  Northern Light SinglePoint enforces the terms of the content licensed and frees organizations from day-to-day concern with such usage issues.
  • Consolidated purchasing of informationDuplicated and underutilized information contracts are the norm in many large organizations.  SinglePoint makes consolidated licensing and enterprise-wide sharing of purchased content a practical goal. For the many clients who have adopted this approach, the savings are substantial.   HP has estimated that its SinglePoint portal saves them over $1 million per year in avoiding duplicate research purchases in their operations around the world. 
  • Primary research savingsPrimary market research projects are, by nature, strategic and closely held ventures.  And they are very expensive undertakings.  Often, the research has already been performed but the reports are neither widely known nor findable since they are scattered on network folders and laptops.  SinglePoint can consolidate primary research into a single repository and make it available to authorized users throughout the organization.  This can eliminate the need for duplicate primary research, saving substantial amounts of money and increasing the impact of primary research that has been performed.

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