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Impression spacemodel for the evaluation of Internet advertising effectiveness

机译:用于评估互联网广告效果的展示空间模型

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The evaluation of Internet advertising effectiveness plays an important role in network marketing at this stage. The evaluation criteria of Internet advertising effectiveness mostly use proceeds as an indicator, ignoring the brand effect generated by Internet advertising, making it difficult for researchers to further study the effect of Internet advertising. With the updating and iteration of technical theory, it is an urgent task to find a new criteria to measure Internet advertising effectiveness. At present, the research on Internet advertising effectiveness research is based on the analysis of nondifferentiation category. The research on user click behavior is a holistic analysis of the whole web page. This global coverage research is difficult to present the behavior characteristics of users in the web page. In response to the above problems, the impression space is proposed to measure Internet advertising effectiveness. Firstly, the fuzzy classification theory is used to digitize the user category data, the user type is divided by probability distribution, and the distribution of web page interest regions is divided by gaze time and page layout to further study the click-and-effect relationship of different users and the user browsing time series.Then, establish multimodal multifactors to build an impression space model to measure Internet advertising effectiveness. The experimental results show that the accuracy of the constructed impression space model for the evaluation of Internet advertising effectiveness reaches 92.4%, and the impression space is more effective as the evaluation of Internet advertising effectiveness.
机译:在此阶段,互联网广告效果评估在网络营销中起着重要作用。互联网广告效果的评估标准大多以收益为指标,而忽略了互联网广告产生的品牌效应,使得研究人员难以进一步研究互联网广告的效果。随着技术理论的更新和迭代,寻找衡量互联网广告效果的新标准已成为当务之急。目前,互联网广告效果研究是基于对非差异类别的分析。对用户点击行为的研究是对整个网页的整体分析。这项全球性研究很难在网页中呈现用户的行为特征。针对上述问题,提出了一种印象空间来衡量互联网广告的有效性。首先,利用模糊分类理论对用户类别数据进行数字化处理,将用户类型除以概率分布,将网页兴趣区域的分布除以注视时间和页面布局,以进一步研究点击效果关系。然后,建立多模式多因素,建立印象空间模型来衡量互联网广告的效果。实验结果表明,构建的印象空间模型对互联网广告效果的评估准确度达到92.4%,印象空间作为互联网广告效果的评价更为有效。

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