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CSci 8715 :Spatial Databases

CSci 8715 :Spatial Databases. Spatial Data Warehouses : A Survey. Group 4: Nipun Garg Surabhi Mithal http://www-users.cs.umn.edu/~smithal/. Motivation . Need For Spatial DW. Research literature scattered . Need for effective consolidation.

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CSci 8715 :Spatial Databases

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  1. CSci 8715 :Spatial Databases Spatial Data Warehouses : A Survey Group 4: Nipun Garg Surabhi Mithal http://www-users.cs.umn.edu/~smithal/

  2. Motivation Need For Spatial DW Research literature scattered. Need for effective consolidation Applications in Urban Planning, Retail, Logistics, Forecasting, Security etc.

  3. Problem Statement • Objectives • Effective grouping of topics • Good Coverage of literature. • Identification of future research areas. • Challenges • Classification • Scattered information. • Difficult to consolidate. • Difficult to compare different approaches

  4. TAXONOMY

  5. Source : http://www.spatial-eye.com/Engels/Applications/Spatial-DWH/page.aspx/117

  6. Key Concepts and major topics

  7. Hierarchy Tree for Broad Concepts

  8. Novelty and Gap Analysis

  9. Contribution & Classification

  10. Contribution & Classification(2) The papers referenced can be found here: http://www-users.cs.umn.edu/~smithal/HW4/P6.pdf

  11. Key Results and Research Needs

  12. Key Results and Research Needs(2)

  13. Spatial DW: Other Open Problems • Multiple Representations : • Aggregation from different sources. • Which one to choose when Roll up/Drill down • Double Counting while Aggregation. • 3-Dimensional Spatial objects. Source: Zlatanova, S., J.E. Stoter, and W. Quak. 2004. Management of multiple representations in spatial DBMSs

  14. Future Work • Domain specific applications of SDW. • Health Care • Web based personalization • Environmental research • Research Literature on open problems for SDW. • Spatiotemporal research.

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