Simplifying the development of cognitive models using pattern-based modeling

Research output: Contribution to book/Conference proceedings/Anthology/ReportConference contributionContributedpeer-review

Contributors

Abstract

Usability evaluation can be significantly improved using cognitive modeling. Even though it can help to understand and predict human behavior, the method is not widely applied in industrial environments, due mainly to the time-consuming model development process. We developed a high-level framework for cognitive modeling, HTAmap, which aims to reduce the modeling effort. The process of building cognitive models is transformed into a pattern-oriented task as well as a modification task based on cognitive activity patterns, which constitute generic behavior blocks. In consequence, cognitive modeling is opened for a wider user group.

Details

Original languageEnglish
Title of host publication10th IFAC,IFIP,IFORS,IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, HMS 2007
PublisherIFAC Secretariat
Pages130-135
Number of pages6
ISBN (print)9783902661371
Publication statusPublished - 2007
Peer-reviewedYes

Publication series

SeriesIFAC Proceedings Volumes (IFAC-PapersOnline)
NumberPART 1
Volume10
ISSN1474-6670

External IDs

ORCID /0000-0001-5165-4459/work/174432582

Keywords

Research priority areas of TU Dresden

DFG Classification of Subject Areas according to Review Boards

ASJC Scopus subject areas

Keywords

  • Behavior modeling, Cognitive systems, Human factors, Production systems