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Abstract
In domains where users are exposed to large variations in visuo-spatial features among designs, they often spend excess time searching for common elements (features) in familiar locations. This paper contributes computational approaches to restructuring layouts such that features on a new, unvisited interface can be found quicker. We explore four concepts of familiarisation, inspired by the human visual system (HVS), to automatically generate a familiar design for each user. Given a history of previously visited interfaces, we restructure the spatial layout of the new (unseen) interface with the goal of making its elements more easily found. Familiariser is a browser-based implementation that automatically restructures webpage layouts based on the visual history of the user. Our evaluation with users provides first evidence favouring familiarisation.
Original language | English |
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Title of host publication | IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces |
Publisher | ACM |
Pages | 547-558 |
Number of pages | 12 |
Volume | Part F135193 |
ISBN (Electronic) | 9781450349451 |
DOIs | |
Publication status | Published - 5 Mar 2018 |
MoE publication type | A4 Conference publication |
Event | International Conference on Intelligent User Interfaces - Tokyo, Japan Duration: 7 Mar 2018 → 11 Mar 2018 Conference number: 23 http://iui.acm.org/2018/index.html |
Conference
Conference | International Conference on Intelligent User Interfaces |
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Abbreviated title | IUI |
Country/Territory | Japan |
City | Tokyo |
Period | 07/03/2018 → 11/03/2018 |
Internet address |
Keywords
- Adaptive user interfaces
- Computational design
- Graphical layouts
- Visual search
Fingerprint
Dive into the research topics of 'Familiarisation: Restructuring layouts with visual learning models'. Together they form a unique fingerprint.Projects
- 1 Finished
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COMPUTED: Computational User Interface Design
Feit, A. (Project Member), Oulasvirta, A. (Principal investigator), Todi, K. (Project Member), Dayama, N. (Project Member), Koch, J. (Project Member), Nancel, M. (Project Member), Brückner, L. (Project Member), Shiripour, M. (Project Member), Leiva, L. (Project Member), Kim, S. (Project Member), Liao, Y.-C. (Project Member) & Nioche, A. (Project Member)
27/03/2015 → 31/03/2020
Project: EU: ERC grants