4. SHIFTING FROM REACTIVE TO PREDICTIVE ANALYTICS
what has happened
• pre‐canned reports
move between extremes
what is happening
• reporting against
business outcomes
• indicators set on
emerging problems
• drill down
• lots of reports!
what will happen
problem solving • regular analysis for
changes in key indicators
• use of statistical analysis
focus on drivers of
business outcomes
reactive sense and respond predictive
5. Maximo Out of the Box
Discovery tools within Maximo:
• Current query -> KPI
• KPI manager
• Start Center KPI portlets
13. Research/Emerging Ideas
• External large data sets
• massive, unstructured, disconnected
• quality, relevance?
• w3c open data project, xhtml standards
• “web 3.0” semantic web
• push for open and more structured data
• “accessible, interoperable, valuable” for example, www.opencalais.com
• close gap between human and machine readable web content
• discovering patterns in connected networks
• identify and gain feedback from the 30% of nodes at core of networks
• cleaning “messy data”
• tools like Google refine are emerging
21. Thought leaders on Insight from public mass data sets
Tim Berners-Lee
• inventor of the www, W3C Linking Open Data project, “make public data public”
Hans Rosling
• fact based world view through use and understanding of public statistics
http://www.gapminder.org/ , creator of now named Google Motion Charts
• Ted Talks presentations www.ted.com
Nicholas Christakis
• discovering connections within social networks, public health determinates
Open Data Initiatives
Bay Area Rapid Transit http://www.bart.gov/schedules/developers/
Central Knowledge Archive Network http://ckan.net/
Visualization Tools used in Presentation
Google Motion Charts
http://code.google.com/apis/visualization/documentation/gallery/motionchart.html
IBM many eyes
www-958.ibm.com/me
22. Deriving Insight from Data
WCMUG Meeting
23 November 2010
presented by Richard Hoath and Craig Wilson
www.informsolutions.ca