探索用户从个性化和虚拟对话代理中感知的价值,以实现智能家居组合--一种混合方法

IF 20.1 1区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Marco Hubert , Shahab Kazemi , Mirja Hubert , Andrea Carugati , Marcello M. Mariani
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引用次数: 0

摘要

智能家居技术的进步对用户和企业来说都是有益和有价值的。然而,用户对这些应用的接受程度在很大程度上受到用户个性化需求的影响,而且智能家居环境复杂多变,因此会产生局限性。此外,虚拟会话代理作为个体实体和集体网络的一部分,在设置和管理各种智能家居设备中的作用也值得进一步探讨。为了研究智能家居应用的促进因素和抑制因素以及虚拟会话代理的作用,我们采用了混合方法设计,包括两项研究:一项是对1403名用户的调查(研究1),另一项是基于355340条Reddit帖子的主题建模方法(研究2)。研究结果表明,个性化应用和服务的实用性,以及作为核心组成部分的虚拟会话代理的整合,是促进智能家居应用的关键。实证分析通过将现有的技术接受和使用模型扩展到智能设备组合,为研究和实践提供了重要启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The exploration of users’ perceived value from personalization and virtual conversational agents to enable a smart home assemblage– A mixed method approach
Advancements in smart home technologies are beneficial and valuable for both users and firms. Nevertheless, users’ acceptance of these applications are considerably influenced by the need for user personalization, complex and dynamic within a smart home environment, and thus, can present limitations. Additionally, the role of a virtual conversational agent, both as an individual entity and as part of a collective network, in the setup and management of various smart home devices warrants further exploration. To investigate the enablers and inhibitors of smart home adoption and the role of virtual conversational agents, a mixed-method design was employed, comprising two studies: a survey of 1403 users (Study 1) and a topic modeling approach based on 355,340 Reddit posts (Study 2). The findings indicate that the usefulness of personalized applications and services, as well as the integration of a virtual conversational agent as a central component, are crucial in facilitating smart home adoption. The empirical analyses provide significant implications for research and practice by extending existing technology acceptance and use models to include smart device assemblages.
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来源期刊
International Journal of Information Management
International Journal of Information Management INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
53.10
自引率
6.20%
发文量
111
审稿时长
24 days
期刊介绍: The International Journal of Information Management (IJIM) is a distinguished, international, and peer-reviewed journal dedicated to providing its readers with top-notch analysis and discussions within the evolving field of information management. Key features of the journal include: Comprehensive Coverage: IJIM keeps readers informed with major papers, reports, and reviews. Topical Relevance: The journal remains current and relevant through Viewpoint articles and regular features like Research Notes, Case Studies, and a Reviews section, ensuring readers are updated on contemporary issues. Focus on Quality: IJIM prioritizes high-quality papers that address contemporary issues in information management.
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