Evidence map›Paper›PMID 31357927›Full record

ArticleBMC bioinformatics2019

ROBOT: A Tool for Automating Ontology Workflows.

Rebecca C Jackson, James P Balhoff, Eric Douglass, Nomi L Harris, Christopher J Mungall, James A Overton

Abstract read
In one paragraph

Article in BMC bioinformatics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers.

0numbers the graph read from it
0cells of the map it votes in
102citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

102 citing papers in PubMed.

  1. Article
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  5. VO: The Vaccine Ontology.Scientific data · 2026
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  12. Article
  13. Article
  14. The Gene Ontology knowledgebase in 2026.Nucleic acids research · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

42 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Rebecca C JacksonKnocean Inc., Toronto, Ontario, Canada. rbca.jackson@gmail.com.ORCID http://orcid.org/0000-0003-4871-5569
James P BalhoffRenaissance Computing Institute, University of North Carolina, Chapel Hill, North Carolina, USA.
Eric DouglassLawrence Berkeley National Laboratory, Berkeley, California, USA.
Nomi L HarrisLawrence Berkeley National Laboratory, Berkeley, California, USA.
Christopher J MungallLawrence Berkeley National Laboratory, Berkeley, California, USA.
James A OvertonKnocean Inc., Toronto, Ontario, Canada.

Funding

Single-cell atlas of lung tissue-resident memory T cells reactive to upper and lower respiratory tract pathogensU19AI118626 · NIAID · LA JOLLA INSTITUTE FOR IMMUNOLOGY · PI Alessandro Sette · 2015 to 2026
$36.7M
Resource ProjectU41HG002273 · NHGRI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMAS, PAUL D. · 2012 to 2021
$34.7M
An Intelligent Concept Agent for Assisting with the Application of MetadataU01HG009453 · NHGRI · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI MUNGALL, CHRISTOPHER J · 2016 to 2018
$1.7M
Services to support the OBO foundry standardsR24HG010032 · NHGRI · LA JOLLA INSTITUTE FOR IMMUNOLOGY · PI MUNGALL, CHRISTOPHER J, PETERS, BJOERN · 2017 to 2019
$1.4M
National Institute of Allergy and Infectious Diseases 1-U19-AI-118626-01NHGRI NIH HHS R24 HG010032NHGRI NIH HHS R24-HG010032NHGRI NIH HHS U01 HG009453NHGRI NIH HHS U41 HG002273NHGRI NIH HHS U41HG002273NIAID NIH HHS HHSN272201200010CNIAID NIH HHS U19 AI118626
6 · The paper itself

Abstract

backgroundOntologies are invaluable in the life sciences, but building and maintaining ontologies often requires a challenging number of distinct tasks such as running automated reasoners and quality control checks, extracting dependencies and application-specific subsets, generating standard reports, and generating release files in multiple formats. Similar to more general software development, automation is the key to executing and managing these tasks effectively and to releasing more robust products in standard forms. For ontologies using the Web Ontology Language (OWL), the OWL API Java library is the foundation for a range of software tools, including the Protégé ontology editor. In the Open Biological and Biomedical Ontologies (OBO) community, we recognized the need to package a wide range of low-level OWL API functionality into a library of common higher-level operations and to make those operations available as a command-line tool.

resultsROBOT (a recursive acronym for "ROBOT is an OBO Tool") is an open source library and command-line tool for automating ontology development tasks. The library can be called from any programming language that runs on the Java Virtual Machine (JVM). Most usage is through the command-line tool, which runs on macOS, Linux, and Windows. ROBOT provides ontology processing commands for a variety of tasks, including commands for converting formats, running a reasoner, creating import modules, running reports, and various other tasks. These commands can be combined into larger workflows using a separate task execution system such as GNU Make, and workflows can be automatically executed within continuous integration systems.

conclusionsROBOT supports automation of a wide range of ontology development tasks, focusing on OBO conventions. It packages common high-level ontology development functionality into a convenient library, and makes it easy to configure, combine, and execute individual tasks in comprehensive, automated workflows. This helps ontology developers to efficiently create, maintain, and release high-quality ontologies, so that they can spend more time focusing on development tasks. It also helps guarantee that released ontologies are free of certain types of logical errors and conform to standard quality control checks, increasing the overall robustness and efficiency of the ontology development lifecycle.

Indexed as

Biological OntologiesSoftwareWorkflowDiseaseHumansProgramming LanguagesAutomationImport managementOntology developmentOntology releaseQuality controlReasoningWorkflows

Identifiers

PMID31357927
PMCPMC6664714

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.