Explore the words cloud of the COMPUTED project. It provides you a very rough idea of what is the project "COMPUTED" about.
The following table provides information about the project.
AALTO KORKEAKOULUSAATIO SR
|Coordinator Country||Finland [FI]|
|Total cost||1˙499˙790 €|
|EC max contribution||1˙499˙790 € (100%)|
1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC))
|Duration (year-month-day)||from 2015-04-01 to 2020-03-31|
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|1||AALTO KORKEAKOULUSAATIO SR||FI (ESPOO)||coordinator||1˙499˙790.00|
PROBLEM: Despite extensive research on human-computer interaction (HCI), no method exists that guarantees the optimal or even a provably good user interface (UI) design. The prevailing approach relies on heuristics and iteration, which can be costly and even ineffective, because UI design often involves combinatorially hard problems with immense design spaces, multiple objectives and constraints, and complex user behavior.
OBJECTIVES: COMPUTED establishes the foundations for optimizing UI designs. A design can be automatically optimized to given objectives and constraints by using combinatorial optimization methods that deploy predictive models of user behavior as objective functions. Although previous work has shown some improvements to usability, the scope has been restricted to keyboards and widgets. COMPUTED researches methods that can vastly expand the scope of optimizable problems. First, algorithmic support is developed for acquiring objective functions that cover the main human factors in a given HCI task. Second, formal analysis of decision problems in UI design allows combating a broader range of design tasks with efficient and appropriate optimization methods. Third, a novel interactive UI optimization paradigm for UI designers promotes fast convergence to good results even in the face of uncertainty and incomplete knowledge.
IMPACT: Combinatorial UI optimization offers a strong complement to the prevailing design approaches. Because the structured search process has a high chance of finding good solutions, optimization could improve the quality of interfaces used in everyday life. Optimization can also increase cost-efficiency, because reference to optimality can eliminate fruitless iteration. Moreover, because no preknowledge of UI design is required, even novices will be able to design great UIs. Even in “messy,” less well-defined problems, it may support designers by allowing them to delegate the solving of well-known sub-problems.
|year||authors and title||journal||last update|
Antti KangasrÃ¤Ã¤siÃ¶, Jussi P. P. Jokinen, Antti Oulasvirta, Andrew Howes, Samuel Kaski
Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation
published pages: , ISSN: 0364-0213, DOI: 10.1111/cogs.12738
|Cognitive Science 43/6||2019-11-28|
Maria L. Montoya Freire, Dominic Potts, Niraj Ramesh Dayama, Antti Oulasvirta, Mario Di Francesco
Foraging-based optimization of pervasive displays
published pages: 45-58, ISSN: 1574-1192, DOI: 10.1016/j.pmcj.2019.02.008
|Pervasive and Mobile Computing 55||2019-11-28|
Todi, Kashyap; Jokinen, Jussi; Luyten, Kris; Oulasvirta, Antti
Familiarisation: Restructuring Layouts with Visual Learning Models
published pages: 547-558, ISSN: , DOI:
|Proceedings of the 23rd International Conference on Intelligent User Interfaces (IUI 2018)||2019-09-30|
B. Finley, E. Boz, K. Kilkki, J. Manner, A. Oulasvirta, H. HÃ¤mmÃ¤inen
Does network quality matter? A field study of mobile user satisfaction
published pages: 80-99, ISSN: 1574-1192, DOI: 10.1016/j.pmcj.2016.08.014
|Pervasive and Mobile Computing 39||2019-09-30|
Luana Micallef, Gregorio Palmas, Antti Oulasvirta, Tino Weinkauf
Towards Perceptual Optimization of the Visual Design of Scatterplots
published pages: 1588-1599, ISSN: 1077-2626, DOI: 10.1109/TVCG.2017.2674978
|IEEE Transactions on Visualization and Computer Graphics 23/6||2019-09-30|
Sayan Sarcar, Jussi P.P. Jokinen, Antti Oulasvirta, Zhenxin Wang, Chaklam Silpasuwanchai, Xiangshi Ren
Ability-Based Optimization of Touchscreen Interactions
published pages: 15-26, ISSN: 1536-1268, DOI: 10.1109/MPRV.2018.011591058
|IEEE Pervasive Computing 17/1||2019-09-30|
Myroslav Bachynskyi, Gregorio Palmas, Antti Oulasvirta, Tino Weinkauf
Informing the Design of Novel Input Methods with Muscle Coactivation Clustering
published pages: 1-25, ISSN: 1073-0516, DOI: 10.1145/2687921
|ACM Transactions on Computer-Human Interaction 21/6||2019-09-30|
JÃ¶rg MÃ¼ller, Antti Oulasvirta, Roderick Murray-Smith
Control Theoretic Models of Pointing
published pages: 1-36, ISSN: 1073-0516, DOI: 10.1145/3121431
|ACM Transactions on Computer-Human Interaction 24/4||2019-09-30|
Antti Oulasvirta, Anna Feit, Perttu LÃ¤hteenlahti, Andreas Karrenbauer
Computational Support for Functionality Selection in Interaction Design
published pages: 1-30, ISSN: 1073-0516, DOI: 10.1145/3131608
|ACM Transactions on Computer-Human Interaction 24/5||2019-09-30|
User Interface Design with Combinatorial Optimization
published pages: 40-47, ISSN: 0018-9162, DOI: 10.1109/MC.2017.6
Kumaripaba Athukorala, Dorota GÅ‚owacka, Giulio Jacucci, Antti Oulasvirta, Jilles Vreeken
Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks
published pages: 2635-2651, ISSN: 2330-1635, DOI: 10.1002/asi.23617
|Journal of the Association for Information Science and Technology 67/11||2019-09-30|
Sridhar, Srinath; Mueller, Franziska; Oulasvirta, Antti; Theobalt, Christian.
Fast and Robust Hand Tracking Using Detection-Guided Optimization
published pages: , ISSN: , DOI:
|IEEE Conference on Computer Vision and Pattern Recognition CVPR 2015||2019-09-30|
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