Investigating the Behaviors of Mobile Games and Online Streaming Users for Online Marketing Recommendations

淡江大學機構典藏 > 商管學院 > 管理科學學系暨研究所 > 期刊論文 > Item 987654321/119090

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題名:	Investigating the Behaviors of Mobile Games and Online Streaming Users for Online Marketing Recommendations
作者:	Shu-hsien Liao;Wei-Lun Chiu
日期:	2021-06
上傳時間:	2020-09-17 12:12:31 (UTC+8)
出版者:	IGI Global
摘要:	Mobile games have become online leisure and communication activities, so in recent years, different generation players have gradually become more involved in mobile games and the market has grown. Online streaming refers to entertainment and communicate in the form of a real-time broadcast on the internet, such as mobile gaming apps which create a one-stop game audio-visual interactive online marketing and social media/network platforms. Using a market survey on Taiwan players, a total of 1,020 questionnaires data are incorporated into a relational database. Big data analytics, including cluster analysis and association rules, are used to determine game players' profiles and their preference patterns and rules. Using cluster analysis, the authors divide Taiwan mobile game players into three clusters and then find each group's profiles. In addition, this study develops a rule-based recommendation approach, association rules, for investigating mobile games players' online streaming and purchasing behaviors in terms of online marketing recommendations.
關聯:	International Journal of Online Marketing 11(1)
DOI:	10.4018/IJOM.2021010103
顯示於類別:	[管理科學學系暨研究所] 期刊論文

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