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Tytuł artykułu

Event-Related Assessment of Hypermedia-Based E-Learning Materials With an HRV-Based Method That Considers Individual Differences in Users

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Języki publikacji
EN
Abstrakty
EN
This paper reports results of an assessment of e-learning materials with the INTERFACE software evaluation methodology. On the one hand, this method of analysis allows us to identify ergonomics problems; on the other, to decide to what extent those problems and their severity concern all users in general and to what extent they depend on the usersʼ type and characteristics. This is the first publication to apply the new marking, export, and statistical features of INTERFACE used in a quantitative analysis of heart rate variability (HRV) curves instead of earlier time-based statistics and qualitative methods. It presents correlations between event-related characteristics of human–computer interaction and the currently required mental effort showed with HRV. The paper also discusses correlations between variables and cognitive-style test scores which indicate the role of individual differences in ergonomics.
Rocznik
Strony
119--127
Opis fizyczny
Bibliogr. 13 poz., rys.
Twórcy
autor
  • Department of Ergonomics and Psychology, Budapest University of Technology and Economics, Hungary
Bibliografia
  • 1.Hercegfi K. CD-ROM based multimedia materials integrated with supporting websites. In: Proceedings of EDEN (European Distance Education Network) 3rd Open Classroom Conference. Budapest, Hungary: EDEN; 1999.
  • 2.International Organization for Standardization (ISO)/International Electrotechnical Commission (IEC). Software engineering—product quality (Standard No. ISO/IEC 9126:1991). Geneva, Switzerland: ISO; 1991.
  • 3.Hercegfi K. Improved temporal resolution heart rate variability monitoring—pilot results of non-laboratory experiments targeting future assessment of human–computer interaction. International Journal of Occupational Safety and Ergonomics (JOSE). 2011;17(2):105–17.
  • 4.Orsila R, Virtanen M, Luukkaala T, Tarvainen M, Karjalainen P, Viik J, et al. Perceived mental stress and reactions in heart rate variability—a pilot study among employees of an electronics company. International Journal of Occupational Safety and Ergonomics (JOSE). 2008;14(3):275–83.
  • 5.Mulder G, Mulder-Hajonides van der Meulen WREH. Mental load and the measurement of heart rate variability. Ergonomics. 1973;16:69–83.
  • 6.Rowe DW, Sibert J, Irwin D. heart rate variability: indicator of user state as an aid to human-computer interaction. In: Proceedings of CHI98—Conference on Human Factors in Computing Systems. New York, NY, USA: ACM Press; 1998. p. 18–23.
  • 7.Mulder G, Mulder LJM, Meijman TF, Veldman JBP, Roon AM. A psychophysiological approach to working conditions. In: Backs RW, Boucsein W, editors. Engineering psychophysiology: issues and applications. Mahwah, NJ, USA: Erlbaum; 2000. p. 79–110.
  • 8.Izso L, Lang E. Heart period variability as mental effort monitor in human computer interaction. Behav Inf Technol. 2000;19(4):297–306.
  • 9.Izso L. Developing evaluation methodologies for human-computer interaction. Delft, The Netherlands: Delft University Press; 2001.
  • 10.Wilson GF. Psychophysiological test methods and procedures. In: Charlton SG, OʼBrien TG, editors. Handbook of human factors testing and evaluation. 2nd ed. Mahwah, NJ, USA: Erlbaum; 2002. p. 127–56.
  • 11.Lin T, Imamiya A. Evaluating usability based on multimodal information: an empirical study. In: Proceedings of ICMI ʼ06—the 8th International Conference on Multimodal Interfaces. New York, NY, USA: ACM Press; 2006. p. 364–71.
  • 12.Akaike H. Fitting autoregressive models for prediction. Ann Inst Statist Math. 1969;21:243–7.
  • 13.Gray AH, Wong DY. The Burg algorithm for LPC speech analysis synthesis. IEEE Trans Acoust Speech Signal Process. 1980;28(6):609–15.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-6a7cda0b-97ac-4413-a2ca-11aabdc003fc
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