Design and application of augmented reality query-answering system in mobile phone information navigation

被引:35
作者
Lin, Hui-Fei [1 ]
Chen, Chi-Hua [2 ]
机构
[1] Natl Chiao Tung Univ, Dept Commun & Technol, Hsinchu, Taiwan
[2] Chunghwa Telecom Co Ltd, Telecommun Labs, Hsinchu, Taiwan
关键词
Augmented reality; Data mining; Mobile phone information navigation; Query-answering system; Technology acceptance model; SELF-EFFICACY; SERVICE SYSTEM; MEDIA RICHNESS; ACCEPTANCE; TECHNOLOGY; MODELS; CLASSIFICATION; IMPLEMENTATION; REQUIREMENTS; EQUIVOCALITY;
D O I
10.1016/j.eswa.2014.07.050
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study proposed an augmented reality query-answering system (AR-QAS) based on mobile cloud computing to provide natural language informational navigation services. Empirical research was performed to examine the effectiveness of the system in actual use. This study confirms that the new model developed by combining technology acceptance model (TAM), media richness theory, and the factors of self-efficacy can be applied to relevant AR research. The experiment results revealed that the average question classification accuracy of QAS when combined with artificial neural network and ontology was 98.76%. Moreover, the perceived media richness was found to be positively related to self-efficacy, perceived usefulness, perceived ease of use, user attitude, and use intention. Furthermore, this study reveals that combining the TAM and media richness theory provides a stronger explanation than does the TAM alone. Before new systems are created, designers are suggested to consider the four factors of media richness theory (i.e., multiple cues, language variety, timely feedback, and personal focus), to greatly improve user attitudes toward and behavioral intentions to use new technologies. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:810 / 820
页数:11
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