@inproceedings{2b14c6e7c3c6486e883ee63db47d3664,
title = "Integrating a cognitive modelling framework into the design process of touchscreen user interfaces",
abstract = "Interface design is often constrained by the limited scope and resource-intensive nature of conventional user studies. We aim to unburden this process by introducing an automated user modelling framework that continuously injects design guidelines into the development process. We present a pipeline that converts a given user interface design into a widgetised data structure, executes a performance simulation based on the cognitive model of a user, and analyses its output to give design guidelines. We introduce the research methodology employed to create the model, implementation details of the model, and initial results from its validation. These include the dynamics of age-based modelling, the temporal integrity of the output of the cognitive model, and indications of the accuracy of the overall design guidelines produced.",
keywords = "Cognitive architectures, Cognitive modelling, Inclusive design, Universal design, Usability testing, User experience, User interfaces",
author = "Wollner, \{Patrick K.A.\} and Langdon, \{Patrick M.\} and Clarkson, \{P. John\}",
year = "2015",
doi = "10.1007/978-3-319-20898-5\_46",
language = "English",
isbn = "9783319208978",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer",
pages = "473--484",
editor = "Aaron Marcus",
booktitle = "Design, User Experience, and Usability",
note = "4th International Conference on Design, User Experience and Usability, DUXU 2015 Held as Part of 17th International Conference on Human-Computer Interaction, HCI International 2015 ; Conference date: 02-08-2015 Through 07-08-2015",
}