Dr. Sudha Ram McClelland Professor of MIS Department of Management Information Systems Eller College of Management University of Arizona, Tucson AZ 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 Provenance Provenance What is_apart_of ConceptProperty Relationship When Time Period Time Interval StartEnd Instant Event Time occurs at Who Organization Agent Role Position Individual Software Agent is involved in Action dependency How Action Precondition Artifact ComplexPrimitive Method Input leads to Experiment Why Belief Goal Project Decision Rationale Hypothesis Assumption because of Access Derivation Measurement Creation Ownership Archiving Storage Deletion Disposal Verification Review Approval Which Instrument Software Device Function Settings is used in Where Geographical Physical 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
Value Chain of the Problem Shared View of Current State of Configuration Aircraft Manufacturer Airline Component Supplier Maintenance Company Components Final Aircraft Component Refurbishment FAA Aircraft Configuration
General Motors Enterprise Data Landscape Map Design and Implement a Enterprise Data Connections Map
Skills Required S elf Starters Motivated and Enthusiastic Analytical Skills Ready to work hard Technology and Business Interests