User Identification based on Touch Dynamics

被引:9
|
作者
Sandnes, Frode Eika [1 ]
Zhang, Xiaoli [1 ]
机构
[1] Fac Technol Art & Design Oslo, Inst Informat Technol, Oslo, Norway
关键词
component; user identification; biometrics; touch interaction; handheld device; MOUSE DYNAMICS; RECOGNITION; AUTHENTICATION; GAIT; FACE;
D O I
10.1109/UIC-ATC.2012.45
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Touch interaction has quickly become the de-facto means of interacting with handheld devices due to its perceived attractiveness and low hardware cost. This study proposes a strategy for identifying users based on touch dynamics. Users' touch behavior is monitored and several unique features are extracted including left versus right hand dominance, one-handed versus bimanual operation, stroke size, stroke timing, symmetry, stroke speed and timing regularity. An experiment involving 20 users reveals that the strategy is successful in identifying users and their traits according to the touch dynamics. The results can be used for automatic user interface customization. However, more research is needed before touch characteristics can be applied to increasing the security of handheld touch-based devices.
引用
收藏
页码:256 / 263
页数:8
相关论文
共 50 条
  • [41] Touch plus Finger: Extending Touch-Based User Interface Capabilities with "Idle" Finger Gestures in the Air
    Lim, Hyunchul
    Chung, Jungmin
    Oh, Changhoon
    Park, SoHyun
    Lee, Joonhwan
    Suh, Bongwon
    UIST 2018: PROCEEDINGS OF THE 31ST ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, 2018, : 335 - 346
  • [42] Multi-Touch Tabletop System Using Infrared Image Recognition for User Position Identification
    Suto, Shota
    Watanabe, Toshiya
    Shibusawa, Susumu
    Kamada, Masaru
    SENSORS, 2018, 18 (05)
  • [43] CAMERA FREE 3-DIMENSIONAL VIRTUAL TOUCH DISPLAY WITH MULTI-USER IDENTIFICATION
    Huang, Yi-Pai
    Wang, Guo-Zhen
    Huang, Shu-Yi
    Tai, Ya-Hsiang
    Chen, Tsu-Han
    2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012), 2012, : 1965 - 1968
  • [44] A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis
    Kharrufa, Ahmed
    Ploetz, Thomas
    Olivier, Patrick
    ACM TRANSACTIONS ON COMPUTER-HUMAN INTERACTION, 2018, 24 (06)
  • [45] User Perception of Touch Screen Latency
    Anderson, Glen
    Doherty, Rina
    Ganapathy, Subhashini
    DESIGN, USER EXPERIENCE, AND USABILITY: THEORY, METHODS, TOOLS AND PRACTICE, PT 1, 2011, 6769 : 195 - 202
  • [46] THE USER EXPERIENCE Touch Points and Testing
    Schmidt, Aaron
    LIBRARY JOURNAL, 2010, 135 (08) : 20 - 20
  • [47] Research on the Ownership of User Touch Points of Multi-user Cooperative Interaction in Multi-user Multi-touch System
    Chi Jian-nan
    Liu Cong-cong
    Zhu Bo
    Liu Ji-wei
    Liu Lei
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 3478 - 3485
  • [48] User Experience of Conveying Emotions by Touch
    Alenljung, B.
    Andreasson, R.
    Billing, E. A.
    Lindblom, J.
    Lowe, R.
    2017 26TH IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2017, : 1240 - 1247
  • [49] Person Identification by Keystroke Dynamics Using Pairwise User Coupling
    Mondal, Soumik
    Bours, Patrick
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2017, 12 (06) : 1319 - 1329
  • [50] Combining Keystroke and Mouse Dynamics for Continuous User Authentication and Identification
    Mondal, Soumik
    Bours, Patrick
    2016 IEEE INTERNATIONAL CONFERENCE ON IDENTITY, SECURITY AND BEHAVIOR ANALYSIS (ISBA), 2016,