Generating the fewest redundancy-free scheme trees from acyclic conceptual-model hypergraphs in polynomial time

Wai Yin Mok, Joseph Fong, David W. Embley

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

7 Citations (Scopus)

Abstract

Generating the fewest redundancy-free scheme trees from conceptual-model hypergraphs is NP-hard [17]. We show, however, that the problem has a polynomial-time solution if the conceptual-model hypergraph is acyclic. We define conceptual-model hypergraphs, cycles, and scheme trees, and then present a polynomial-time algorithm and show that it generates the fewest redundancy-free scheme trees. As a practical application for the algorithm, we comment on its use for the design of "good" XML schemas for data storage. © 2013 Elsevier Ltd.
Original languageEnglish
Pages (from-to)20-44
JournalInformation Systems
Volume41
Issue number1
DOIs
Publication statusPublished - May 2014

Research Keywords

  • Acyclic conceptual-model hypergraphs
  • Conceptual-model-based scheme-tree generation
  • Data redundancy in scheme trees
  • Minimal scheme-tree forests

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