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Knowledge Representation and Update in Hierarchies of Graphs

  • Conference paper
  • First Online:
Graph Transformation (ICGT 2019)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 11629))

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Abstract

A mathematical theory is presented for the representation of knowledge in the form of a directed acyclic hierarchy of objects in a category where all paths between any given pair of objects are required to be equal. The conditions under which knowledge update, in the form of the sesqui-pushout rewriting of an object in a hierarchy, can be propagated to the rest of the hierarchy, in order to maintain all required path equalities, are analysed: some rewrites must be propagated forwards, in the direction of the arrows, while others must be propagated backwards, against the direction of the arrows, and, depending on the precise form of the hierarchy, certain composability conditions may also be necessary.

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Notes

  1. 1.

    https://github.com/Kappa-Dev/ReGraph.

  2. 2.

    https://github.com/Kappa-Dev/KAMI.

  3. 3.

    https://github.com/Kappa-Dev/ReGraph/blob/master/regraph/neo4j/graphs.py.

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Correspondence to Russ Harmer .

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Harmer, R., Oshurko, E. (2019). Knowledge Representation and Update in Hierarchies of Graphs. In: Guerra, E., Orejas, F. (eds) Graph Transformation. ICGT 2019. Lecture Notes in Computer Science(), vol 11629. Springer, Cham. https://doi.org/10.1007/978-3-030-23611-3_9

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  • DOI: https://doi.org/10.1007/978-3-030-23611-3_9

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-23610-6

  • Online ISBN: 978-3-030-23611-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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