Optimization methods have revolutionized almost every field of engineering design, so why not user interface design? The author reviews progress and challenges in model-driven UI optimization, in which an optimizer utilizes predictive models of human perception, behavior, and experience to anticipate users' responses to computer-generated designs.
%0 Journal Article
%1 Oulasvirta17computer
%A Oulasvirta, Antti
%D 2017
%J Computer
%K 01624 ieee paper ai user interface design tool optimize zzz.hci
%N 1
%P 40--47
%R 10.1109/MC.2017.6
%T User Interface Design with Combinatorial Optimization
%V 50
%X Optimization methods have revolutionized almost every field of engineering design, so why not user interface design? The author reviews progress and challenges in model-driven UI optimization, in which an optimizer utilizes predictive models of human perception, behavior, and experience to anticipate users' responses to computer-generated designs.
@article{Oulasvirta17computer,
abstract = {Optimization methods have revolutionized almost every field of engineering design, so why not user interface design? The author reviews progress and challenges in model-driven UI optimization, in which an optimizer utilizes predictive models of human perception, behavior, and experience to anticipate users' responses to computer-generated designs.},
added-at = {2017-03-25T16:04:52.000+0100},
author = {Oulasvirta, Antti},
biburl = {https://www.bibsonomy.org/bibtex/278d038cdeebd20037669071ed2e4efd6/flint63},
doi = {10.1109/MC.2017.6},
file = {IEEE Digital Library:2017/Oulasvirta17computer.pdf:PDF},
groups = {public},
interhash = {98c9f575c29dc7c433f6cb45f0ae0d6b},
intrahash = {78d038cdeebd20037669071ed2e4efd6},
issn = {0018-9162},
journal = {Computer},
keywords = {01624 ieee paper ai user interface design tool optimize zzz.hci},
month = {#jan#},
number = 1,
pages = {40--47},
timestamp = {2017-07-13T18:14:51.000+0200},
title = {User Interface Design with Combinatorial Optimization},
username = {flint63},
volume = 50,
year = 2017
}