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Intelligent decision-making of online shopping behavior based on internet of things

考试(生物学) 互联网 计算机科学 物联网 感知 互联网隐私 业务 广告 万维网 心理学 古生物学 神经科学 生物
作者
Hanliang Fu,Gunasekaran Manogaran,Kuang Wu,Ming Cao,Song Jiang,Aimin Yang
出处
期刊:International Journal of Information Management [Elsevier BV]
卷期号:50: 515-525 被引量:194
标识
DOI:10.1016/j.ijinfomgt.2019.03.010
摘要

The development of big data and Internet of things (IoT) have brought big changes to e-commerce. Different kinds of information sources have improved the consumers’ online shopping performance and make it possible to realize the business intelligence. Grip force and eye-tracking sensors are applied to consumers' online reviews search behavior by relating them to the research approaches in IoT. To begin with, public cognition of human contact degrees of recycled water reuses with grip force test was measured. According to the human contact degrees, 9 recycled water reuses presented by the experiment are classified into 4 categories. Based on the conclusion drawn from grip force test, purified recycled water and fresh vegetable irrigated with recycled water are regarded as the drinking for high-level human contact degree and the irrigation of food crops for low-level human contact degree respectively. Several pictures are designed for eye-tracking test by simulating an on-line shopping web page on Taobao (the most popular online shopping platform in China). By comparing the fixation time participants spent on the areas of interest (AOIs), we justify that consumers' online reviews search behavior is substantially affected by human contact degrees of recycled products. It was found that consumers rely on safety perception reviews when buying high contact goods.
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