One-Button Recognizer: Exploiting Button Pressing Behavior for User Differentiation

Henning Pohl, Markus Krause, Michael Rohs

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

9 Citationer (Scopus)

Abstract

We present a novel way to recognize users by the way they press a button. Our approach allows low-effort and fast interaction without the need for augmenting the user or controlling the environment. It eschews privacy concerns of methods such as fingerprint scanning. Button pressing behavior is sufficiently discriminative to allow distinguishing users within small groups. This approach combines recognition and action in a single step, e.g., getting and tallying a coffee can be done with one button press. We deployed our system for 5 users over a period of 4 weeks and achieved recognition rates of 95% in the last week. We also ran a larger scale but short-term evaluation to investigate effects of group size and found that our method degrades gracefully for larger groups.
OriginalsprogUdefineret/Ukendt
TitelProceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiComp '15
Publikationsdato2015
DOI
StatusUdgivet - 2015
Udgivet eksterntJa

Emneord

  • user recognition
  • physical interaction
  • sensing
  • lightweight interaction
  • adaptive user interfaces
  • context recognition

Citationsformater