TY - JOUR
T1 - Real time summarization and visualization of ontology change in Protégé
AU - Ochs, Christopher
AU - Geller, James
AU - Musen, Mark A.
AU - Perl, Yehoshua
N1 - Funding Information:
We thank Hao Liu and Kevyn Jaremko for their contributions to the LDT Plugin. Research reported in this publication was supported by the National Cancer Institute of the National Institutes of Health under Award Number R01 CA190779. The con- tent is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017
Y1 - 2017
N2 - Property restrictions play an important definitional role in an ontology. The correct introduction and inheritance of restrictions is important for ensuring the correct modeling of a domain. Many ontologies have large, complex class hierarchies, and many classes are defined with restrictions. When editing such an ontology, it is often difficult to determine the global impact of a local change. For example, removing a subclass link (axiom) can result in the unintentional loss of inherited restrictions over many levels. In this paper, we introduce a dynamic summarization and visualization methodology, called a Live Difference Taxonomy (LDT), to succinctly display a summary of the effects of changes to the ontology. LDTs are created on-the-fly as the ontology is edited, allowing an ontology developer to view the overall impact of their changes in a compact, visual display. We introduce an open-source plugin for the Protégé ontology editor that implements LDTs. It lets the users choose from several kinds of LDT summaries and lets them control the degree of summarization. The LDT Plugin supports heuristics-based alerts that inform the user of changes to sets of classes that are modeled with the same types of restrictions.
AB - Property restrictions play an important definitional role in an ontology. The correct introduction and inheritance of restrictions is important for ensuring the correct modeling of a domain. Many ontologies have large, complex class hierarchies, and many classes are defined with restrictions. When editing such an ontology, it is often difficult to determine the global impact of a local change. For example, removing a subclass link (axiom) can result in the unintentional loss of inherited restrictions over many levels. In this paper, we introduce a dynamic summarization and visualization methodology, called a Live Difference Taxonomy (LDT), to succinctly display a summary of the effects of changes to the ontology. LDTs are created on-the-fly as the ontology is edited, allowing an ontology developer to view the overall impact of their changes in a compact, visual display. We introduce an open-source plugin for the Protégé ontology editor that implements LDTs. It lets the users choose from several kinds of LDT summaries and lets them control the degree of summarization. The LDT Plugin supports heuristics-based alerts that inform the user of changes to sets of classes that are modeled with the same types of restrictions.
KW - Dynamic ontology visualization
KW - Live Difference Taxonomy
KW - Ontology change visualization
KW - Ontology summarization
KW - Protégé plugin
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M3 - Conference article
AN - SCOPUS:85032507434
SN - 1613-0073
VL - 1947
SP - 75
EP - 86
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 3rd International Workshop on Visualization and Interaction for Ontologies and Linked Data, VOILA 2017
Y2 - 22 October 2017
ER -