vision
DESCRIPTION
Vision. - PowerPoint PPT PresentationTRANSCRIPT
VisionThe scientific community is poised on the edge of a
new era with respect to data handling and analysis. Over the last seven years, the Center for Data Insight has offered leading edge data mining, machine learning, and automated analysis technologies to many clients in the business realm to answer a wide range of questions. Now, as the scientific community begins to embrace more fully the same structured data storage technologies that business has over the past ten years, they become more able to utilize the CDI’s data analysis capabilities.
Background: A Lesson From The Business World
Data Silos:Data Silos:
FinancialData
ProductionData
CustomerData
Etc.
Financial Reports
Production Reports
Customer Reports
Etc.
Next Stage: Incorporate Database Technology
Data Silos:Data Silos:
FinancialData
ProductionData
CustomerData
Etc.
DatabaseDatabase
All Data Queries
Shape Data For Analysis and Accessibility
DatabaseDatabase
Data Marts
OLAP
Web Access
Data Mining
Decision SupportDecision Support
Scientific Parallel: Current Situation
Data Silos:Data Silos:
Genetic Analysis
EnvironmentalAnalysis
Ecological Analysis
Etc.
Genetic Research
Remote Sensing
EcologicalResearch
Etc.
Next Stage: Incorporate Database Technology
Data Silos:Data Silos:
DatabaseDatabase
Genetic Research
Remote Sensing
EcologicalResearch
Etc.
Data Goal
DatabaseDatabase
OLAP
Web Access
Data Mining
IntegratedInterdisciplinary Analysis
Data Marts
Comprehensive ResearchComprehensive Research
Custom Applications
Plan Of Action
• This cross-disciplinary integration is a large undertaking so we will start small at first– Integrate data one piece at a time– Over time, the amount of centralized data will
grow
• The first step will be to inventory all existing datasets and all potential datasets
Conclusion• The CDI is able to supply a very advanced skill set
to support research, development, and education • The CDI brings to bear skills for developing
systems, technologies and methodologies for integrated regional databases that contain data from all disciplines
• The CDI can also lead or aid in the development of new mechanisms for organizing, accessing and analyzing scientific data. The results of such an effort would provide a unique opportunity for cross-disciplinary research.