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Comparative analysis of advertising attention to Facebook social network: Evidence from eye-movement data

机译:广告关注Facebook社交网络的比较分析:来自眼动数据的证据

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With the rapid development of social networking sites, Internet advertising has quickly become an important marketing tool. Previous studies either utilized the concept of click-through-rate (CTR) to estimate the number of people who responded to the presence of the advertisements, or employed a questionnaire to measure the advertisements' effectiveness. However, these results couldn't accurately reveal potential customers due to the lack of a common understanding on Internet advertising. This study used eye tracking technology to record the participants' eye gaze behaviors and analyze the differences in the distribution of visual attentions while browsing the researcher's Facebook page. The participants consisted of 65 students whose eye movements were tracked and recorded by the eye tracking system. These participants came from a northern university of science and technology in Taiwan, of which 35 were assigned to Facebook friend group and the other 30 were assigned to non-Facebook friend group according to their interpersonal relationships with the researcher. Eye tracking measurements, including total fixation duration (TFD) and number of fixations (NOF) on the defined regions of interest (ROIs) of the Facebook page were compared to indicate their visual attentions. The experimental results showed that 1) there was a significant difference on the right-hand side (RHS) ads between the two groups based on TFD and NOF; 2) there was a significant difference on the desktop news feed (DNF) ads between the two groups based on TFD and NOF; 3) there was the same viewing sequences between the two groups based on stimulus with RHS ads; and 4) there was a difference of viewing sequences between the two groups based on stimulus with DNF ads.
机译:随着社交网站的迅速发展,互联网广告已迅速成为重要的营销工具。以前的研究要么使用点击率(CTR)的概念来估计对广告的存在做出响应的人数,要么使用问卷调查来衡量广告的有效性。但是,由于对互联网广告缺乏共识,因此这些结果无法准确地揭示潜在客户。这项研究使用眼动追踪技术来记录参与者的视线行为,并在浏览研究人员的Facebook页面时分析视觉注意力分布的差异。参与者包括65名学生,他们的眼睛运动已通过眼睛跟踪系统进行了跟踪和记录。这些参与者来自台湾北方科技大学,根据与研究人员的人际关系,其中35人被分配给Facebook朋友组,另外30人被分配给非Facebook朋友组。比较了眼睛跟踪测量值,包括在Facebook页面的已定义兴趣区域(ROI)上的总注视时间(TFD)和注视次数(NOF),以表明其视觉注意力。实验结果表明:1)基于TFD和NOF,两组的右侧(RHS)广告存在显着差异; 2)基于TFD和NOF的两组之间的桌面新闻源(DNF)广告存在显着差异; 3)根据RHS广告的刺激,两组之间的观看顺序相同; (4)根据DNF广告的刺激,两组之间的观看顺序有所不同。

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