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Review helpfulness is attracting increasing attention of practitioners and academics. It helps in reducing risks and uncertainty faced by users in online shopping. This study examines uninvestigated variables by looking at not only the review characteristics but also important indicators of reviewers. Several significant review content and two reviewer variables are proposed and an effective review helpfulness prediction model is built using stochastic gradient boosting learning method. This study derived a mechanism to extract novel review content variables from review text. Six popular machine learning models and three real-life Amazon review data sets are used for analysis. Our results are robust to several product categories and along three Amazon review data sets. The results show that review content variables deliver the best performance as compared to the reviewer and state-of-the-art baseline as a standalone model. This study finds that reviewer helpfulness per day and syllables in review text strongly relates to review helpfulness. Moreover, the number of space, aux verb, drives words in review text and productivity score of a reviewer are also effective predictors of review helpfulness. The findings will help customers to write better reviews, help retailers to manage their websites intelligently and aid customers in their product purchasing decisions. 相似文献
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近年来,随着Sony Reader、Amazon Kindle等电子阅览器的推出,电子书市场的兴起及其硬件+内容的盈利模式已经在很大程度上改变了出版行业的格局。本文将把关注重点放在Amazon Kin-dle上,通过对其发展历史的梳理,技术特点和盈利模式的分析,以及与平板电脑iPad和汉王电纸书的比较,思考电子阅读器对出版产业带来的变革意义并对它存在的不足以及面临的限制提出应对策略。 相似文献
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感受"亚马逊"文化,实施图书馆服务理念再造 总被引：2，自引：0，他引：2
支持亚马逊网上上书店迅速增长与发展的原因除了其把握住网络信息化发展的机遇外，更重要的是其服务理念的更新。亚马逊以“最以客为尊”为服务理念，以给顾客提供“最快捷、最方便、最易用”的服务为目标，体现了亚马逊文化的根本——“人性化”原则。亚马逊文化对我国图书馆界提供了生动的启示：要实施图书馆服务理念再造 ，让“读者至上”原则在网络环境下名至实归。 相似文献
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《Public Library Quarterly》2013,32(1):5-7
No abstract available for this article. 相似文献
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Mike Shatzkin 《Publishing Research Quarterly》2009,25(3):154-158
The Book Industry Study Group and The Idea Logical Company carried out an online survey to capture publishers’ comments on
how market conditions were changing and what they are doing differently as a result of the economic pressures in the consumer
market. About 250 individuals responded to the online survey. Interviews were carried out of more than a dozen executives
at large and small publishers and their accounts to get further insights. The goal was to identify what are the sales conditions
for trade book publishers today and what publishers are doing to change sales and marketing and even editorial practices to
accommodate changing times. What we have learned from that joint effort is reflected in this article. 相似文献
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亚马逊网络书店的图书揭示功能对数字图书馆OPAC的启示 总被引：1，自引：0，他引：1
详细介绍了亚马逊网络书店的图书检索功能和图书信息描述功能,并将其与国内四所数字图书馆的OPAC进行比较,总结出我国数字图书馆的OPAC在馆藏书目信息揭示上的不足,提出要以亚马逊书店为启示,强化OPAC的检索能力,重视对文献内部信息的深度揭示,鼓励用户参与OPAC建设,以及在OPAC书目记录中整合相关外部资源. 相似文献
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中美电商网站隐私政策比较研究——以阿里巴巴和Amazon为例 总被引：2，自引：0，他引：2
选取中国的阿里巴巴电商网站和美国的Amazon电商网站进行比较,详细地比较其收集信息的类型、用户权利说明、共享信息的对象与Cookies使用等隐私政策,对其隐私政策做较全面比较,分析各自特点,发现其中存在的问题,进而提出电子商务网站隐私政策建设意见,找出我国电子商务网站与美国电子商务网站相比在用户隐私保护方面的不足,以期为国内电子商务网站制定保护用户隐私政策提供借鉴,最后指出我国电子商务网站保护用户隐私的努力方向。 相似文献
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2009年7月在美国发生的“亚马逊删除电子书事件”是平衡电子书版权保护与最终用户利益的典型例证。这其中涉及到内容与载体的可分离性、首次销售原则的适用性、版权保护技术的平衡性、应用豁免规则的责任性等问题。为平衡电子书版权保护与最终用户利益,应强调用户利益在版权法中的重要地位,正确把握技术措施保护版权的强度,不断探索和创新数字版权授权模式,积极打造丰富的电子书版权内容平台,协调与整合电子书版权链的利益关系。 相似文献