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Semelhante a Inform Solutions Insight from Maximo Data
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Inform Solutions Insight from Maximo Data
- 1. Deriving Insight from Data WCMUG Meeting 23 November 2010 presented by Richard Hoath and Craig Wilson www.informsolutions.ca
- 2. data
- 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
- 6. Create KPI from Current Query within any App
- 7. KPI Manager
- 10. Equipment Repair and Runtime Hours
- 11. Equipment Repair and Runtime Hours
- 12. Repairs by Equipment Class and Operations Volume
- 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
- 14. Increasing range of linked open data sources • “Linking Open Data cloud diagram, by Richard Cyganiak and Anja Jentzsch. http://lod-cloud.net/”
- 15. Information Problem? … Information Opportunity? reactive? responsive? predictive?
- 16. Bay Area Rapid Transit • Information Opportunity • Open data
- 19. Safety Incidents - Weather Google Motion Chart on safety incidents, precipitation over time
- 20. Word Cloud generated from 4000 Maximo work orders (using IBM Many Eyes)
- 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