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Provenance Management for Enterprise Data

Explore the dynamic integration and traceability of data in enterprise systems with a focus on provenance management. Discover how to ensure correct interpretation, track ownership, and understand data lineage.

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Provenance Management for Enterprise Data

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  1. Advanced Database Research Group (ADRG) Enterprise Data Management Dr. Sudha Ram McClelland Professor of MIS Department of Management Information Systems Eller College of Management University of Arizona, Tucson AZ 85721 ram@eller.arizona.edu November 30, 2006

  2. Research Area Enterprise Data Management • Information Modeling • Dynamic Integration of Islands of Data • Traceability or Provenance

  3. Raytheon/Library of Congress

  4. Provenance Tracking • Lineage, Pedigree, Origin, Traceability • Enables correct interpretation • Includes: Who created it How was it derived Ownership Assumptions ……. • “Provenance” is an overloaded Term

  5. What happens in because of Creation is used in is used in Disposal occurs at Measurement is involved in Why Where Which Deletion Derivation leads to Who Storage When Function Location Access Archiving Ownership Settings Role Device Geographical Verification Physical Review How Storage Event Time Agent Decision Rationale Approval Instrument Software Organization Software Agent Belief Instant Time Interval Individual Goal Time Period Precondition Position Action Hypothesis Method Assumption Start End Artifact Project Primitive Complex Input Experiment Action dependency W7 Model of Provenance Provenance Relationship Concept Property is_a part_of

  6. Provenance Management System

  7. Vandalism Detection Tool • Wikipedia Vandalism

  8. Blanking Text – Clear Case of Vandalism

  9. Wiki Page Monitor – Part 2 - Data Provenance Mapping

  10. With IP Location

  11. With IP Location Mapped on Google Map

  12. SAP - Next Generation ERP systems • Incorporating RFIDs • Service Oriented Architectures • Linking Multiple data Islands

  13. Streamlining Aircraft Problem Analysis http://www.faa.gov/aircraft/safety/alerts/aviation_maintenance/media/2006/2006_02_Alert.pdf

  14. Value Chain of the Problem Aircraft Manufacturer Final Aircraft Components Shared View of Current State of Configuration Component Supplier Airline Aircraft Configuration Component Refurbishment Maintenance Company FAA

  15. General MotorsEnterprise Data Landscape Map • Design and Implement a Enterprise Data Connections Map

  16. Skills Required • Self Starters • Motivated and Enthusiastic • Analytical Skills • Ready to work hard • Technology and Business Interests

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