Post on 18-Aug-2015
Beyond Big Data: Mining Content for Business Valuein Healthcare
Phil Lanzafame, Sentara HealthcareAnne Lapkin, Smartlogic
• A bit about Smartlogic
• What is content intelligence?
• A bit about Sentara Healthcare
• Sentara’s business problem
• Sentara’s solution
• Lessons learned
Agenda
A bit about Smartlogic
There is huge business value locked away in content, because content contains the majority of the organization's intelligence. Organizations that unlock that value can outperform competitors in their market. Content augments the value that most organizations have already found in structured data - it is the untapped frontier of competitive advantage.
To realize this value we know you must understand your content, the information and knowledge it contains, how it can be applied in the context of your operations and how it enhances the insights from structured data. The content must be described completely and consistently with metadata.
We focus all our energy on creating value from unstructured content – something we call Content Intelligence.
Jeremy Bentley, CEO
Through 2015 organizations integrating high value, diverse, new information types and sources into a coherent information management infrastructure will outperform their industry peers financially by more than 20%
Gartner
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Content intelligence is…
Content Intelligence is the combination of semantic technology and information science that allows machines to model, interpret, describe, analyze and visualize the content of the enterprise in order to leverage the human intelligence locked in that content.
• 126-year not-for-profit mission
• 12 hospitals, 2,727 beds, 3,799 physicians on staff
• 13 long term care/assisted living facilities
• Extended stay hospital
• 5 medical groups (650+ providers)
• 444,000-member health plan
• Sentara College of Health Sciences
• $4.3B total operating revenue
• $5.9B total assets
• 27,000+ members of the team
• AA/Aa2 bond rating
A bit about Sentara
The opportunity
A funny thing happened on the way to big data; we have it, but nobody can find anything
Clinical Business Systems
PhysiciansHealth Insurance
Financial Operations
Human ResourcesPatients
Reports-Systems- SAP- SAAS- KPIs- Dashboards- Excel- Documents- SharePoint
Discovery of Existing ReportsWhich one(s) do I need?
• Create a cataloging system to discover and keep track of all the reports in the enterprise
– What they are about
– Where and when they were created
– What data was used to create them
– What is their validity
• Make this catalog available across the enterprise
– Find the right information when we need it
– Reduce duplication
– Address gaps
How would you feel if you went to the library and there was no card catalog?
The solution
We modelled the problem domain
People use different vocabularies based on the discipline they are comfortable with
• The ontology “organizes your organization” – we are using the model to push down de facto standards
– The next step is to use the knowledge map to standardize across the reporting systems
• Don’t boil the ocean – going domain by domain is more productive
– Start with something that is small enough to do, but large enough to be visible
• It’s not a technology exercise – technology facilitates the information science
– We needed to teach people the rudiments of information science
• Don’t get ahead of yourself
– People get excited when they see what it can do and ask for more
– You can easily get distracted and never deliver anything
• Dynamic change and extensibility is critical
• The more we show the tool in context, the more use cases get generated
– Easier to understand not only what the tools are doing but how they do it
– People are creative – they will continue to find new ways of referring to the same thing
Lessons learned
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