dr. sudha ram mcclelland professor of mis department of management information systems eller college...
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Dr. Sudha RamMcClelland Professor of MIS
Department of Management Information SystemsEller College of Management
University of Arizona, Tucson AZ [email protected]
November 30, 2006
Enterprise Data Management
Advanced Database Research Group(ADRG)
Research Area
Enterprise Data Management
Information Modeling Dynamic Integration of Islands of Data Traceability or Provenance
Raytheon/Library of Congress
Provenance Tracking Lineage, Pedigree, Origin, Traceability Enables correct interpretation Includes: Who created it How was it derived Ownership Assumptions …….
“Provenance” is an overloaded Term
W7 Model of ProvenanceProvenance
What
is_a part_ofConcept Property Relationship
When
Time Period
Time Interval
Start End
Instant
Event Time
occurs at
Who
Organization
Agent
Role
Position
Individual
Software Agent
is involvedin
Action dependency
How
ActionPrecondition
Artifact
ComplexPrimitive
Method
Input
leads to
Experiment
Why
BeliefGoal
Project
Decision Rationale
HypothesisAssumption
because of
Access
Derivation
Measurement
Creation
Ownership Archiving
Storage
Deletion
Disposal
VerificationReview
Approval
Which
Instrument
Software
Device
Function
Settings
is used inis used in
Where
GeographicalPhysical
Location
happens in
Storage
Provenance Management System
Vandalism Detection Tool Wikipedia Vandalism
Blanking Text – Clear Case of Vandalism
Wiki Page Monitor – Part 2 - Data Provenance Mapping
With IP Location
With IP Location Mapped on Google Map
SAP - Next Generation ERP systems
Incorporating RFIDs Service Oriented Architectures Linking Multiple data Islands
Streamlining Aircraft Problem Analysis
http://www.faa.gov/aircraft/safety/alerts/aviation_maintenance/media/2006/2006_02_Alert.pdf
Value Chain of the Problem
Shared View ofCurrentState of
Configuration
Aircraft Manufacturer
AirlineComponent
Supplier
MaintenanceCompany
Components Final Aircraft
Component
Refurbishment
FAA
Aircraft
Configuration
General MotorsEnterprise Data Landscape
Map
Design and Implement a Enterprise Data Connections Map
Skills Required Self Starters Motivated and Enthusiastic Analytical Skills Ready to work hard Technology and Business
Interests