Details
| Original language | English |
|---|---|
| Title of host publication | UbiComp '15 |
| Subtitle of host publication | Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing |
| Pages | 403-407 |
| Number of pages | 5 |
| ISBN (electronic) | 9781450335744 |
| Publication status | Published - 7 Sept 2015 |
| Event | 3rd ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2015 - Osaka, Japan Duration: 7 Sept 2015 → 11 Sept 2015 |
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.
Keywords
- Adaptive user interfaces, Context recognition., Lightweight interaction, Physical interaction, Sensing, User recognition
ASJC Scopus subject areas
- Computer Science(all)
- Computer Networks and Communications
- Computer Science(all)
- Hardware and Architecture
- Computer Science(all)
- Software
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UbiComp '15: Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2015. p. 403-407.
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - One-Button Recognizer
T2 - 3rd ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2015
AU - Pohl, Henning
AU - Krause, Markus
AU - Rohs, Michael
N1 - Publisher Copyright: © 2015 ACM. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015/9/7
Y1 - 2015/9/7
N2 - 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.
AB - 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.
KW - Adaptive user interfaces
KW - Context recognition.
KW - Lightweight interaction
KW - Physical interaction
KW - Sensing
KW - User recognition
UR - http://www.scopus.com/inward/record.url?scp=84960843362&partnerID=8YFLogxK
U2 - 10.1145/2750858.2804270
DO - 10.1145/2750858.2804270
M3 - Conference contribution
AN - SCOPUS:84960843362
SP - 403
EP - 407
BT - UbiComp '15
Y2 - 7 September 2015 through 11 September 2015
ER -