Understanding users' attitudes towards using a VoIP survey

被引:0
|
作者
Huang, Hsiu-Mei [1 ]
Hsieh, Chun-Hung [1 ]
Yang, Pei-I [1 ]
Lai, Chung-Min [1 ]
Lin, Wei-Hong [1 ]
机构
[1] Natl Taichung Inst Technol, Grad Sch Comp Sci & Informat Technol, Taichung 404, Taiwan
关键词
technology acceptance model; Internet phone survey; two-stage clustering approach; C5.0 decision tree;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Internet phone is a popular new technology. Several researches have been done on Internet phone technology. Many researches were done on how to make use of the Internet phone. The purpose of this paper is to explore users' perceptions on the use of the Internet phone as a survey tool. There are five factors that include usefulness, ease-of-use, perceived liking, perceived self-efficacy and computer anxiety in this study. This questionnaire was designed based on prior factors. Next, the questionnaire is used to collect data that explores users' intentions to using a VoIP survey. The analysis tool of this study is to apply cluster analysis, discrimination analysis and an independent-sample T test. The results show that the k-means clustering is able to detect factor relationships and patterns for users' attitudes towards a VoIP survey. In this study, k-means clustering classifies users' attitudes into high pleasure and low pleasure towards a VoIP survey. After that, classification results indicate 97.3% of original grouped cases correctly classified and 97.3% of cross-validated grouped cases correctly classified. Finally, this study contributes to understanding that both self-efficacy and perceived anxiety are main factors to the impact users' attitudes toward a VoIP survey.
引用
收藏
页码:502 / 507
页数:6
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