Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates

IF 2.6 4区计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

ACM Transactions on the Web Pub Date : 2023-10-10 DOI:10.1145/3626189

Fuqi Lin, Xuan Lu, Wei Ai, Huoran Li, Yun Ma, Yulian Yang, Hongfei Deng, Qingxiang Wang, Qiaozhu Mei, Xuanzhe Liu

引用次数: 0

Abstract

The diffusion of innovations theory has been studied for years. Previous research efforts mainly focus on key elements, adopter categories, and the process of innovation diffusion. However, most of them only consider single innovations. With the development of modern technology, recurrent innovations gradually come into vogue. In order to reveal the characteristics of recurrent innovations, we present the first large-scale analysis of the adoption of recurrent innovations in the context of mobile app updates. Our analysis reveals the adoption behavior and new adopter categories of recurrent innovations as well as the features that have impact on the process of adoption.

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采用循环创新:手机应用更新的大规模案例研究

创新扩散理论已被研究多年。以往的研究主要集中在创新扩散的关键要素、采用者类别和过程等方面。然而，他们中的大多数只考虑单一的创新。随着现代技术的发展，反复创新逐渐流行起来。为了揭示循环创新的特征，我们首次对移动应用程序更新背景下的循环创新采用情况进行了大规模分析。我们的分析揭示了重复创新的采用行为和新采用者类别，以及对采用过程产生影响的特征。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

ACM Transactions on the Web 工程技术-计算机：软件工程

CiteScore

4.90

自引率

0.00%

发文量

审稿时长

7.5 months

期刊介绍： Transactions on the Web (TWEB) is a journal publishing refereed articles reporting the results of research on Web content, applications, use, and related enabling technologies. Topics in the scope of TWEB include but are not limited to the following: Browsers and Web Interfaces; Electronic Commerce; Electronic Publishing; Hypertext and Hypermedia; Semantic Web; Web Engineering; Web Services; and Service-Oriented Computing XML. In addition, papers addressing the intersection of the following broader technologies with the Web are also in scope: Accessibility; Business Services Education; Knowledge Management and Representation; Mobility and pervasive computing; Performance and scalability; Recommender systems; Searching, Indexing, Classification, Retrieval and Querying, Data Mining and Analysis; Security and Privacy; and User Interfaces. Papers discussing specific Web technologies, applications, content generation and management and use are within scope. Also, papers describing novel applications of the web as well as papers on the underlying technologies are welcome.