A practical guide to neural nets
A practical guide to neural nets
Designing Web Usability: The Practice of Simplicity
Designing Web Usability: The Practice of Simplicity
Artificial Intelligence: A Guide to Intelligent Systems
Artificial Intelligence: A Guide to Intelligent Systems
Form design of product image using grey relational analysis and neural network models
Computers and Operations Research
The two cultures: Mashing up Web 2.0 and the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Web Semantics: Science, Services and Agents on the World Wide Web
Editorial: Semantic Web and Web 2.0
Web Semantics: Science, Services and Agents on the World Wide Web
Integration of collective knowledge in fuzzy models supporting web design process
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
How will the use of graphics affect visual aesthetics? A user-centered approach for web page design
International Journal of Human-Computer Studies
Hi-index | 0.00 |
This paper develops neural network (NN) models to examine how key design elements of a social website will affect users' feelings or perceptions. An experimental study of 96 university websites is conducted based on a user-centered approach. The study identifies seven website design elements and 33 representative websites as experimental samples for training and testing four NN models. These four NN models are built to formulate the relationship between seven website design elements and three users' feelings of websites. The result of the study shows that the combined NN model has an accuracy rate of 83.93% for predicting the values of three users' feelings of websites. This suggests that the combined NN model is a promising approach for modeling users' specific expectations of websites, thus providing an effective mechanism for facilitating user-centered interface design of social websites.