文字的力量:搜索内容如何影响财务决策的研究

Du Ni, Xingzhi Li, Zhi Xiao, Ke Gong
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引用次数: 0

摘要

搜索引擎在为我们提供日常生活的主要信息方面起着重要的作用。关于互联网搜索行为的研究越来越受欢迎,因为搜索行为已经被证明会影响我们在购买、旅行甚至定义美的日常决策。然而,对于搜索行为本身在情感意义上与由此产生的决策之间的关系,人们仍然缺乏充分的认识。因此,本研究通过分析从Google Trends中获取的13915个英语单词的情感含义以及通过自动交易从美国房屋市场中获得的利润,发现搜索内容的情感含义可以通过无监督机器学习方法调节金融决策。
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The Power of Words: A Study of How Search Contents Can Affect Financial Decisions
Search engines play an important role in providing us with the main information of our daily life. The research on the search behavior on the Internet enjoys greater and greater popularity, for the search behavior has been proved to affect our daily decisions in purchasing, traveling, and even defining beauty. However, there is still a lack of full appreciation of the relation between the search behavior itself in terms of the emotional meaning and the decisions thus generated. Therefore, this study was carried out to analyze the emotional meanings of 13,915 English words obtained from Google Trends and the profits gained from the US house market by automatic transactions and discovered that the emotional meanings of the search contents could modulate the financial decision with unsupervised machine learning methods.
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