Cognitive bioinformatics: Computational cognitive model for dynamic problem solving

Olga Anna Kuchar, Jorge F. Reyes-Spindola, Michel Benaroch

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

We describe a new computational cognitive model that is being developed for solving complex problems in bioinformatics. This cognitive model was developed based on observing biologists solving problems in their current environments. Bioinformatics provides several challenges to current problem-solving environments: 1) massive heterogeneous data to mine and fuse; 2) quantity of information is growing and changing on a monthly basis; 3) knowledge base is being challenged and changed as biologists learn more (this occurs on a very short schedule). This paper describes the problem domain, evolution of this new model, the model itself, how this model relates to current literature, and concludes with a summary of our ongoing research efforts.

Original languageEnglish (US)
Title of host publicationProceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004
EditorsC. Chan, W. Kinsner, Y. Wang, D.M. Miller
Pages84-92
Number of pages9
DOIs
StatePublished - Dec 1 2004
EventProceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004 - Victoria, BC, Canada
Duration: Aug 16 2004Aug 17 2004

Publication series

NameProceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004

Other

OtherProceedings of the Third IEEE International Conference on Cognitive Informatics, ICCI 2004
CountryCanada
CityVictoria, BC
Period8/16/048/17/04

Keywords

  • Bioinformatics
  • Cognitive informatics, AI, computing, software engineering
  • Cognitive model

ASJC Scopus subject areas

  • Engineering(all)

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