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Transcript of “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue...
![Page 1: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/1.jpg)
![Page 2: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/2.jpg)
“Data Mining and the Migration of
Historical Scientific/Research Data”
by
Keith Rodrigue
Director of Information Technology
Stressgen Biotechnologies
![Page 3: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/3.jpg)
ABSTRACT:
Introduction of large 2B (Target) Solutions in support of Business/Research Cycles require the extraction of historical information from disparate data sources in order to fully utilize their potential.
Data and Process Migration: Common Issues, Approaches and Pit Falls
![Page 4: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/4.jpg)
The Problem
1. During Infancy• Minimal investment • One time investment in lab HW• Free form processes• Lack of formalization in support of creative process
2. Getting to Market• Deployment/Support Strategies s.t. external conditions• Methods for deployment pressured by Market
Perception• Education of senior management• Education of market place• Notion of Earned Value
![Page 5: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/5.jpg)
Cultural IssuesCorporate
• Availability of Funding• Shifting Goals• Managing Up• Accelerated Demand for Information• External Scrutiny• Increased Formalization (ability to scale)
Culture• Fear of Change• Resistance • Change Roles• Over coming “Learned Helplessness”
![Page 6: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/6.jpg)
Adding to the MixCommercialization
Introduction of Senior Management• Raising the Bar• GLP, GMP, Best Practices• Third Party Players
Collaboration• Re-inventing the Wheel• Partner Education• Rapid Data Supply (Data Mining)• Need for B2B
![Page 7: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/7.jpg)
Data and Process Migration
Process 1
P21
Process 3
P22Pro
cess
Inve
nto
ry
Data 1
D21
Data 3
D22
Dat
aIn
ven
tory
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Establish Building Blocks
Monitor Contract Activity• (offers insight into Clinical, Development, Research activities)
Monitor Investor Relations ActivityMonitor Intellectual Property Activity
Establish Purchasing ProcessesEstablish Inventory
Instrument SurveyLibrarian, QA/QCSOP Survey
Third Party Activity • (Research Partners, Clinical Activities, Statistical Analysis)
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Peeling the Onion
&
Closing the Information Gap
Inventory and Secure
Monitor Activities
Passively Formalize
Anticipate and Deploy
Generate Speculative Solutions
Trap workflow, information, and enhance existing processes
Introduce options and empowering agents
![Page 10: “Data Mining and the Migration of Historical Scientific/Research Data” by Keith Rodrigue Director of Information Technology Stressgen Biotechnologies.](https://reader031.fdocuments.us/reader031/viewer/2022020117/56649ee65503460f94bf6674/html5/thumbnails/10.jpg)
ApproachesBig Bang• Speed of deployment• Rigidity
Rapid Application Deployment• refinement focus
Value Proposition• establish baseline, deploy, measure, assess
Milestone Focused• Collaboration and Partners
Build, Modify, Redeploy common functions
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K.I.S.S.Leverage existing infrastructure
Database Integration===> Data Warehouse/LIMS
Secure, Establish Meta-Data, Track
Document Management • (Reliance on gov’t agencies to close the gaps)
“Break or Broke”
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Keys to SuccessEstablishing Trust
Acknowledging all sides
Team Adoption- Involvement a Must
Maintain Flexibility
Keep an Eye to External Pressures
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