Virtual keyboard layout optimization

The use of virtual keyboards is becoming ubiquitous with increasing use in mobile devices and touch-screens. Till now the research has mainly focused on developing layouts which support high typing speed, but the error aspect has been largely ignored. This research aims at developing a novel error model which relates accuracy with a given layout using the distance between keys. The main idea here is that the error model should predict the error rate by the layout specification alone.

[1]  I. Scott MacKenzie,et al.  Text Entry for Mobile Computing: Models and Methods,Theory and Practice , 2002, Hum. Comput. Interact..

[2]  Donald A. Norman,et al.  Why Alphabetic Keyboards Are Not Easy to Use: Keyboard Layout Doesn't Much Matter , 1982 .

[3]  P. Fitts The information capacity of the human motor system in controlling the amplitude of movement. , 1954, Journal of experimental psychology.

[4]  Steven W. Keele,et al.  Movement control in skilled motor performance. , 1968 .

[5]  Tovi Grossman,et al.  A probabilistic approach to modeling two-dimensional pointing , 2005, TCHI.

[6]  Gilbert Cockton,et al.  CHI '03 Extended Abstracts on Human Factors in Computing Systems , 2003, CHI 2003.

[7]  I. Scott MacKenzie,et al.  Towards a standard for pointing device evaluation, perspectives on 27 years of Fitts' law research in HCI , 2004, Int. J. Hum. Comput. Stud..

[8]  M. S. Mayzner,et al.  Tables of single-letter and digram frequency counts for various word-length and letter-position combinations. , 1965 .

[9]  P. J. Green,et al.  Density Estimation for Statistics and Data Analysis , 1987 .

[10]  Keisuke Nakano,et al.  Computing the Cost of Typechecking of Composition of Macro Tree Transducers , 2009 .

[11]  A. T. Welford,et al.  The fundamentals of skill , 1968 .

[12]  H. Zelaznik,et al.  Motor-output variability: a theory for the accuracy of rapid motor acts. , 1979, Psychological review.

[13]  David E. Meyer,et al.  Speed—Accuracy Tradeoffs in Aimed Movements: Toward a Theory of Rapid Voluntary Action , 2018, Attention and Performance XIII.

[14]  E. R. Crossman,et al.  Feedback Control of Hand-Movement and Fitts' Law , 1983, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[15]  Shumin Zhai,et al.  Performance Optimization of Virtual Keyboards , 2002, Hum. Comput. Interact..

[16]  R Plamondon,et al.  Speed/accuracy trade-offs in target-directed movements , 1997, Behavioral and Brain Sciences.

[17]  I.,et al.  Fitts' Law as a Research and Design Tool in Human-Computer Interaction , 1992, Hum. Comput. Interact..

[18]  William E. Cooper,et al.  Cognitive Aspects of Skilled Typewriting , 2011, Springer New York.

[19]  I. Scott MacKenzie,et al.  Phrase sets for evaluating text entry techniques , 2003, CHI Extended Abstracts.

[20]  P. Fitts,et al.  INFORMATION CAPACITY OF DISCRETE MOTOR RESPONSES. , 1964, Journal of experimental psychology.

[21]  James R. Lewis,et al.  Development of a Digram-Based Typing Key Layout for Single-Finger/Stylus Input , 1999 .