Literature DB >> 27345947

A unified software framework for deriving, visualizing, and exploring abstraction networks for ontologies.

Christopher Ochs1, James Geller2, Yehoshua Perl2, Mark A Musen3.   

Abstract

Software tools play a critical role in the development and maintenance of biomedical ontologies. One important task that is difficult without software tools is ontology quality assurance. In previous work, we have introduced different kinds of abstraction networks to provide a theoretical foundation for ontology quality assurance tools. Abstraction networks summarize the structure and content of ontologies. One kind of abstraction network that we have used repeatedly to support ontology quality assurance is the partial-area taxonomy. It summarizes structurally and semantically similar concepts within an ontology. However, the use of partial-area taxonomies was ad hoc and not generalizable. In this paper, we describe the Ontology Abstraction Framework (OAF), a unified framework and software system for deriving, visualizing, and exploring partial-area taxonomy abstraction networks. The OAF includes support for various ontology representations (e.g., OWL and SNOMED CT's relational format). A Protégé plugin for deriving "live partial-area taxonomies" is demonstrated.
Copyright © 2016 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Abstraction network derivation; Ontology exploration; Ontology summarization; Ontology tools; Visualization of ontology content

Mesh:

Year:  2016        PMID: 27345947      PMCID: PMC4987206          DOI: 10.1016/j.jbi.2016.06.008

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  32 in total

1.  OBO-Edit--an ontology editor for biologists.

Authors:  John Day-Richter; Midori A Harris; Melissa Haendel; Suzanna Lewis
Journal:  Bioinformatics       Date:  2007-06-01       Impact factor: 6.937

2.  Analysis of error concentrations in SNOMED.

Authors:  Michael Halper; Yue Wang; Hua Min; Yan Chen; George Hripcsak; Yehoshua Perl; Kent A Spackman
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

3.  Summarizing and visualizing structural changes during the evolution of biomedical ontologies using a Diff Abstraction Network.

Authors:  Christopher Ochs; Yehoshua Perl; James Geller; Melissa Haendel; Matthew Brush; Sivaram Arabandi; Samson Tu
Journal:  J Biomed Inform       Date:  2015-06-03       Impact factor: 6.317

4.  New abstraction networks and a new visualization tool in support of auditing the SNOMED CT content.

Authors:  James Geller; Christopher Ochs; Yehoshua Perl; Junchuan Xu
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

5.  Scalability of abstraction-network-based quality assurance to large SNOMED hierarchies.

Authors:  Christopher Ochs; Yehoshua Perl; James Geller; Michael Halper; Huanying Gu; Yan Chen; Gai Elhanan
Journal:  AMIA Annu Symp Proc       Date:  2013-11-16

6.  Utilizing a structural meta-ontology for family-based quality assurance of the BioPortal ontologies.

Authors:  Christopher Ochs; Zhe He; Ling Zheng; James Geller; Yehoshua Perl; George Hripcsak; Mark A Musen
Journal:  J Biomed Inform       Date:  2016-03-14       Impact factor: 6.317

7.  Quality assurance of the gene ontology using abstraction networks.

Authors:  Christopher Ochs; Yehoshua Perl; Michael Halper; James Geller; Jane Lomax
Journal:  J Bioinform Comput Biol       Date:  2015-11-24       Impact factor: 1.122

8.  The Protégé Project: A Look Back and a Look Forward.

Authors:  Mark A Musen
Journal:  AI Matters       Date:  2015-06

Review 9.  Auditing complex concepts of SNOMED using a refined hierarchical abstraction network.

Authors:  Yue Wang; Michael Halper; Duo Wei; Huanying Gu; Yehoshua Perl; Junchuan Xu; Gai Elhanan; Yan Chen; Kent A Spackman; James T Case; George Hripcsak
Journal:  J Biomed Inform       Date:  2011-09-01       Impact factor: 6.317

10.  Overview and utilization of the NCI thesaurus.

Authors:  Gilberto Fragoso; Sherri de Coronado; Margaret Haber; Frank Hartel; Larry Wright
Journal:  Comp Funct Genomics       Date:  2004
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  15 in total

1.  Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology Auditing.

Authors:  Ling Zheng; Hao Liu; Yehoshua Perl; James Geller; Christopher Ochs; James T Case
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

2.  Complex overlapping concepts: An effective auditing methodology for families of similarly structured BioPortal ontologies.

Authors:  Ling Zheng; Yan Chen; Gai Elhanan; Yehoshua Perl; James Geller; Christopher Ochs
Journal:  J Biomed Inform       Date:  2018-05-28       Impact factor: 6.317

3.  Analyzing structural changes in SNOMED CT's Bacterial infectious diseases using a visual semantic delta.

Authors:  Christopher Ochs; James T Case; Yehoshua Perl
Journal:  J Biomed Inform       Date:  2017-02-12       Impact factor: 6.317

Review 4.  Assessing the practice of biomedical ontology evaluation: Gaps and opportunities.

Authors:  Muhammad Amith; Zhe He; Jiang Bian; Juan Antonio Lossio-Ventura; Cui Tao
Journal:  J Biomed Inform       Date:  2018-02-17       Impact factor: 6.317

5.  From SNOMED CT to Uberon: Transferability of evaluation methodology between similarly structured ontologies.

Authors:  Gai Elhanan; Christopher Ochs; Jose L V Mejino; Hao Liu; Christopher J Mungall; Yehoshua Perl
Journal:  Artif Intell Med       Date:  2017-05-19       Impact factor: 5.326

6.  Web-based Interactive Visualization of Non-Lattice Subgraphs (WINS) in SNOMED CT.

Authors:  Wei Zhu; Shiqiang Tao; Licong Cui; Guo-Qiang Zhang
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2020-05-30

7.  Training a Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment.

Authors:  Ling Zheng; Hao Liu; Yehoshua Perl; James Geller
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

8.  An empirical analysis of ontology reuse in BioPortal.

Authors:  Christopher Ochs; Yehoshua Perl; James Geller; Sivaram Arabandi; Tania Tudorache; Mark A Musen
Journal:  J Biomed Inform       Date:  2017-06-02       Impact factor: 6.317

9.  Quality assurance of chemical ingredient classification for the National Drug File - Reference Terminology.

Authors:  Ling Zheng; Hasan Yumak; Ling Chen; Christopher Ochs; James Geller; Joan Kapusnik-Uner; Yehoshua Perl
Journal:  J Biomed Inform       Date:  2017-07-16       Impact factor: 6.317

Review 10.  Introducing the Big Knowledge to Use (BK2U) challenge.

Authors:  Yehoshua Perl; James Geller; Michael Halper; Christopher Ochs; Ling Zheng; Joan Kapusnik-Uner
Journal:  Ann N Y Acad Sci       Date:  2016-10-17       Impact factor: 5.691

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