Skip to main content

Evaluation of Matching Degree Between Touch Gestures and User Mental Model Based on Event-Related Potential

  • Conference paper
  • First Online:
Human Systems Engineering and Design (IHSED 2018)

Abstract

Designing gestures in multi-touch devices that are congruent with User Mental Model (UMM) is vital to remove the cognitive gulf, and reduce learning cost for users. In this study, a neurophysiological evaluation method-Event-Related Potential was used to evaluate matching degree between touch gestures and UMM. Prime-probe paradigm was employed and two experimental conditions were compared-congruence and incongruence. Results show that negative component was elicited within the time window of 300 ms to 500 ms after the onset of probe stimuli in frontal, central and parietal lobe. With time went by, more negative components were found in the incongruence condition. Hereby, the former negative component is interpreted as a representation of the decoding process, and the later one interpreted as semantic matching with UMM. Results in this study may provide guidance for those assessing the usability of multi-touch gestures.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Kim, Y.H., Lee, J.H.: Game interface enhancement under smartphone platform focused on touchscreen interaction, pp. 45–61. Pergamon Press, Inc. (2015)

    Google Scholar 

  2. Kukimoto, N., Onoue, Y., Aoki, K., Fujita, K., Koyamada, K.: HyperInfo: interactive large display for informal visual communication. In: International Conference on Network-Based Information Systems, pp. 399–404 (2014)

    Google Scholar 

  3. Valdes, C., et al.: Exploring the design space of gestural interaction with active tokens through user-defined gestures. In: SIGCHI Conference on Human Factors in Computing Systems, pp. 4107–4116 (2014)

    Google Scholar 

  4. Craik, K.J.W.: The nature of explanation. Stud. Q. J. 14(55), 44 (1967)

    Google Scholar 

  5. Doyle, J.K., Ford, D.N.: Mental models concepts revisited: some clarifications and a reply to Lane. Syst. Dyn. Rev. 15(4), 411–415 (1999)

    Article  Google Scholar 

  6. Senge, P.M.: Mental models. Plan. Rev. 20, 4–44 (1992)

    Article  Google Scholar 

  7. Johnsonlaird, P.N.: Mental models: towards a cognitive science of language. Inference Conscious. 47(1/2), 438–445 (1983)

    Google Scholar 

  8. Forrester, J.W.: Industrial dynamics. J. Oper. Res. Soc. 48(10), 1037–1041 (1997)

    Article  Google Scholar 

  9. Luck, S.J., Kappenman, E.S.: ERP components: the ups and downs of brainwave recordings. In: The Oxford Handbook of Event-Related Potential Components, pp. 3–30. Oxford University Press (2012)

    Google Scholar 

  10. Berti, S., Schröger, E.: A comparison of auditory and visual distraction effects: behavioral and event-related indices. Brain Res. Cogn. Brain Res. 10(3), 265 (2001)

    Article  Google Scholar 

  11. Shibata, H., Gyoba, J., Suzuki, Y.: Event-related potentials during the evaluation of the appropriateness of cooperative actions. Neurosci. Lett. 452(2), 189–193 (2009)

    Article  Google Scholar 

  12. Mu, Y., Kitayama, S., Han, S., Gelfand, M.J.: How culture gets embrained: cultural differences in event-related potentials of social norm violations. Proc. Natl. Acad. Sci. U. S. A. 112(50), 15348–15353 (2015)

    Article  Google Scholar 

  13. Reid, V.M., Striano, T.: N400 involvement in the processing of action sequences. Neurosci. Lett. 433(2), 93–97 (2008)

    Article  Google Scholar 

  14. Amoruso, L., et al.: N400 ERPs for actions: building meaning in context. Front. Hum. Neurosci. 7(57), 57 (2013)

    Google Scholar 

  15. Kutas, M., Federmeier, K.D.: Thirty years and counting: finding meaning in the N400 component of the event related brain potential (ERP). Annu. Rev. Psychol. 62(1), 621–654 (2011)

    Article  Google Scholar 

  16. Sifaqui, C.: Structuring user interfaces with a meta-model of mental models. Comput. Graph. 23(3), 323–330 (2013)

    Article  Google Scholar 

  17. Szucs, D., Soltész, F., Czigler, I., Csépe, V.: Electroencephalography effects to semantic and non-semantic mismatch in properties of visually presented single-characters: the N2b and the N400. Neurosci. Lett. 412(1), 18–23 (2007)

    Article  Google Scholar 

Download references

Acknowledgments

Author 1 gratefully acknowledge the grant from the Fundamental Research Funds for the Central Universities & Postgraduate Research & Practice Innovation Program of Jiangsu Province (No. KYCX17_0056). As well, all the authors want to acknowledge the grant from Natural Science Foundation of China (No. 71271053).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ningyue Peng .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Peng, N., Ma, J., Xue, C. (2019). Evaluation of Matching Degree Between Touch Gestures and User Mental Model Based on Event-Related Potential. In: Ahram, T., Karwowski, W., Taiar, R. (eds) Human Systems Engineering and Design. IHSED 2018. Advances in Intelligent Systems and Computing, vol 876. Springer, Cham. https://doi.org/10.1007/978-3-030-02053-8_28

Download citation

Publish with us

Policies and ethics