Automated assessment of visual aesthetics of Android user interfaces with deep learning

Author:

de Souza Lima Adriano Luiz1,Martins Osvaldo P. Heiderscheidt Roberge1,von Wangenheim Christiane Gresse1,von Wangenheim Aldo1,Borgatto Adriano Ferreti1,Hauck Jean C. R.1

Affiliation:

1. Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

ACM

Reference63 articles.

1. Khalid Alemerien and Kenneth Magel . 2014 . GUIEvaluator: A Metric-tool for Evaluating the Complexity of Graphical User Interfaces . In Proceedings of the Twenty-Sixth International Conference on Software Engineering & Knowledge Engineering. Knowledge Systems Institute Graduate School , Vancouver, BC, Canada, 13--18. Khalid Alemerien and Kenneth Magel. 2014. GUIEvaluator: A Metric-tool for Evaluating the Complexity of Graphical User Interfaces. In Proceedings of the Twenty-Sixth International Conference on Software Engineering & Knowledge Engineering. Knowledge Systems Institute Graduate School, Vancouver, BC, Canada, 13--18.

2. Approaches to Assess Computational Thinking Competences Based on Code Analysis in K-12 Education: A Systematic Mapping Study

3. Stephen P. Anderson . 2011. Seductive Interaction Design: Creating Playful, Fun, and Effective User Experiences ( 1 st edition ed.). New Riders Pub . Stephen P. Anderson. 2011. Seductive Interaction Design: Creating Playful, Fun, and Effective User Experiences (1st edition ed.). New Riders Pub.

4. Assuring the Machine Learning Lifecycle

5. Understanding the impact of perceived visual aesthetics on user evaluations: An emotional perspective

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