User-centered interface design of social websites

Yang Cheng Lin, Chung Hsing Yeh

研究成果: Conference contribution

4 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題Intelligence and Security Informatics - IEEE ISI 2008 International Workshops
主出版物子標題PAISI, PACCF, and SOCO 2008, Proceedings
頁面366-376
頁數11
DOIs
出版狀態Published - 2008
事件IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008 - Taipei, Taiwan
持續時間: 2008 6月 172008 6月 17

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5075 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

OtherIEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008
國家/地區Taiwan
城市Taipei
期間08-06-1708-06-17

All Science Journal Classification (ASJC) codes

  • 理論電腦科學
  • 一般電腦科學

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