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政大機構典藏 > 商學院 > 資訊管理學系 > 期刊論文 > Item 140.119/111654

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/111654

Title:	What in Consumer Reviews Affects the Sales of Mobile Apps: A Multifacet Sentiment Analysis Approach
Authors:	Liang, Ting-Peng;Li, Xin;Yang, Chin-Tsung;Wang, Mengyue 梁定澎
Contributors:	資訊管理學系
Keywords:	Consumer reviews;electronic word of mouth;eWoM;mobile app sales;opinion analysis;sentiment analysis;text mining
Date:	2015-12
Issue Date:	2017-08-07 17:43:54 (UTC+8)
Abstract:	With the rapid adoption of smartphones, developing mobile apps has become an attractive arena for entrepreneurs. Many factors drive the sales of mobile apps, one of which is online word of mouth (eWOM). This research examines the effect of textual consumer reviews on the sales of mobile apps. Noting the inconsistent findings on the effect of textual reviews in previous literature, this study inspects how the sentiments of different topics in online reviews affect app sales. We develop a multifacet sentiment analysis (MFSA) approach to measure the dimensions in consumer reviews. Specifically, we are interested in the comments on product quality and service quality in this research. Employing a real-world data set of seventy-nine paid and seventy free apps from an iOS app store, we found that although consumers opinions on product quality occupies a larger portion of consumer reviews, their comments on service quality have a stronger unit effect on sales rankings. The empirical analysis illustrates the value of our proposed MFSA approach for better understanding of the effect of textual consumer reviews on mobile app success. © 2015 Taylor & Francis Group, LLC.
Relation:	International Journal of Electronic Commerce, 20(2), 236-260
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1080/10864415.2016.1087823
DOI:	10.1080/10864415.2016.1087823
Appears in Collections:	[資訊管理學系] 期刊論文

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