人们搜索哪些金融话题?利用文本挖掘对搜索查询进行分析

IF 1.8 4区 管理学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Nursabrina Abdul Jalil, Suraya Hamid
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引用次数: 0

摘要

每天有数十亿次网络搜索记录;然而,人们对用户搜索的金融信息类型知之甚少。虽然许多研究都对金融论坛中的信息交流进行了调查,但这是第一项通过分析搜索查询来确定马来西亚互联网用户金融信息需求的研究。我们确定了金融主题,并通过文本挖掘发现了用户感兴趣的子主题。我们发现,搜索量较高的主题与金融产品和服务有关,而与增加金融知识的概念和信息有关的主题则很少。这项研究的结果可用于开发更具战略性的在线金融教育内容,不仅能满足用户的金融信息需求,还能增加他们的金融知识,尤其是在多年来全球人口的金融知识水平一直较低的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What financial topics do people search for? An analysis of search queries using text mining
Billions of web searches are recorded every day; however, little is known about the types of financial information that users search for. While many studies have investigated information exchanges in financial forums, this is the first study to identify the financial information needs of Internet users in Malaysia through an analysis of search queries. We identified financial topics and discovered subtopics of interest using text mining. We found that topics with high search volume were related to financial products and services, and very little was related to concepts and information that would increase financial knowledge. The results of this study can be used to develop more strategic online financial education content that not only meets users’ financial information needs but also increases their financial knowledge, especially when the financial knowledge of the global population has remained low over the years.
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来源期刊
Journal of Information Science
Journal of Information Science 工程技术-计算机:信息系统
CiteScore
6.80
自引率
8.30%
发文量
121
审稿时长
4 months
期刊介绍: The Journal of Information Science is a peer-reviewed international journal of high repute covering topics of interest to all those researching and working in the sciences of information and knowledge management. The Editors welcome material on any aspect of information science theory, policy, application or practice that will advance thinking in the field.
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