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Interdyscyplinarne perspektywy rozwoju, integracji i zastosowań ontologii poznawczych

  • Joanna Hastings
  • , Gwen A. Frishkoff
  • , Barry Smith
  • , Mark Jensen
  • , Russell A. Poldrack
  • , Jane Lomax
  • , Anita Bandrowski
  • , Fahim Imam
  • , Jessica A. Turner
  • , Maryann E. Martone
  • Wellcome Trust
  • University of Geneva
  • Swiss Institute of Bioinformatics
  • Georgia State University
  • SUNY Buffalo
  • University of Texas at Austin
  • University of California at San Diego
  • The Mind Research Network

Research output: Contribution to journalArticlepeer-review

Abstract

We discuss recent progress in the development of cognitive ontologies and summarize three challenges in the coordinated development and application of these resources. Challenge 1 is to adopt a standardized definition for cognitive processes. We describe three possibilities and recommend one that is consistent with the standard view in cognitive and biomedical sciences. Challenge 2 is harmonization. Gaps and conflicts in representation must be resolved so that these resources can be combined for mark-up and interpretation of multi-modal data. Finally, Challenge 3 is to test the utility of these resources for large-scale annotation of data, search and query, and knowledge discovery and integration. As term definitions are tested and revised, harmonization should enable coordinated updates across ontologies. However, the true test of these definitions will be in their community-wide adoption which will test whether they support valid inferences about psychological and neuroscientific data.

Original languagePolish
Pages (from-to)101-117
Number of pages17
JournalAvant
Volume7
Issue number3
DOIs
StatePublished - 2016

Keywords

  • Annotation
  • Big data
  • Brain science
  • Cognition
  • Integration
  • Mental functioning
  • Neuroscience
  • ontology

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