Can Emotions Be Used as Keywords for Text-Based, Search-Engine Advertising?

IF 10.2 Q1 Social Sciences
Pengyuan Wang, A. Chakravarty, Jian Yang
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引用次数: 1

Abstract

Abstract Click-through rates (CTR) of search-engine advertising remain elusive, thus triggering the need for more research on ad effectiveness. Using simple regression techniques on a data set of 110,000 search query–text ad pairs, we show that it may be meaningful for advertisers to target search queries by (1) using the emotion of the user as indicated by an emotion word in the search query and, then, (2) using positive emotion content in their ads to achieve congruency with the search-query emotion. The results indicate non-spurious correlations that advertisers might consider in their search engine advertising strategies.
情感可以作为基于文本的搜索引擎广告的关键词吗?
摘要搜索引擎广告的点击率(CTR)仍然难以捉摸,因此需要对广告有效性进行更多的研究。在110000个搜索查询-文本广告对的数据集上使用简单的回归技术,我们表明,广告商通过以下方式瞄准搜索查询可能是有意义的:(1)在搜索查询中使用情绪词所指示的用户情绪,然后(2)在广告中使用积极的情绪内容来实现与搜索查询情绪的一致性。结果表明,广告商可能会在其搜索引擎广告策略中考虑非虚假相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Interactive Advertising
Journal of Interactive Advertising Social Sciences-Communication
CiteScore
7.40
自引率
0.00%
发文量
22
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