Relationship between visual complexity and aesthetics of webpages

A Miniukovich, M Marchese - Proceedings of the 2020 CHI conference …, 2020 - dl.acm.org
Substantial HCI research investigated the relationship between webpage complexity and
aesthetics, but without a definitive conclusion. Some research showed an inverse linear …

A comprehensive appraisal of perceptual visual complexity analysis methods in GUI design

E Akça, ÖÖ Tanriöver - Displays, 2021 - Elsevier
Abstract Graphical or Visual User Interface (GUI) is recognized as one of the most important
application components for safety critical and business oriented software systems. It is highly …

Benchmarking neural networks-based approaches for predicting visual perception of user interfaces

M Bakaev, S Heil, L Chirkov, M Gaedke - International Conference on …, 2022 - Springer
Deep Learning techniques have become the mainstream and unquestioned standard in
many fields, eg convolutional neural networks (CNN) for image analysis and recognition …

How Many Data Does Machine Learning in Human–Computer Interaction Need?: Re-Estimating the Dataset Size for Convolutional Neural Network-Based Models of …

M Bakaev, S Heil, V Khvorostov, M Gaedke - IT Professional, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI)-based user-interface (UI) design and evaluation are currently
constrained by the scarcity of human-generated training data. Correspondingly, choosing …

I Don't Have That Much Data! Reusing user behavior models for websites from different domains

M Bakaev, M Speicher, S Heil, M Gaedke - International Conference on …, 2020 - Springer
User behavior models see increased usage in automated evaluation and design of user
interfaces (UIs). Obtaining training data for the models is costly, since it generally requires …

The doctrine of the mean: chinese calligraphy with moderate visual complexity elicits high aesthetic preference

K Han, W You, S Shi, H Deng, L Sun - International Journal of …, 2024 - Taylor & Francis
Chinese calligraphy is a symbol of cultural heritage; it is widely used in visual design (eg,
film posters and modern fashion) for its aesthetic value. In human-computer interaction …

Quality of Labeled Data in Machine Learning: Common Sense and the Controversial Effect for User Behavior Models

M Bakaev, V Khvorostov - Engineering Proceedings, 2023 - mdpi.com
Intelligent systems today are increasingly required to predict or imitate human perception
and behavior. In this, feature-based Machine Learning (ML) models are still common, since …

Profiling of website visitors based on dimensions of user experience

MA Bakaev, AO Pogorelova - 2021 XV International Scientific …, 2021 - ieeexplore.ieee.org
Profiling website visitors is necessary to better tailor the features that affect the overall user
experience and ultimately achieve higher customer satisfaction. Our paper considers the …

[PDF][PDF] Assessing completeness in training data for image-based analysis of web user interfaces

S Heil, M Bakaev, M Gaedke - CEUR Workshop Proceedings, 2019 - ceur-ws.org
Abstract Analysis of user interfaces (UIs) based on their visual representation (screenshots)
is gaining increasing popularity, institutionalizing the HCI vision field. Witnessing the same …

Metrik Tabanlı Kullanıcı Arayüzü Karmaşıklık Değerlendirme Modeli

E Akça - 2023 - search.proquest.com
Kullanıcı arayüzü, insan-makine etkileşiminin en önemli unsuru olarak kabul edilmektedir.
Web sitelerinden mobil uygulamalara, platform üstü sistemlerden giyilebilir teknolojilere …