Strategic decision making in smart home ecosystems: A review on the use of artificial intelligence and Internet of things

被引:11
|
作者
Rodriguez-Garcia, Patricia [1 ]
Li, Yuda [2 ]
Lopez-Lopez, David [3 ]
Juan, Angel A. [2 ]
机构
[1] Univ Oberta Catalunya, Dept Comp Sci, Barcelona 08018, Spain
[2] Univ Politecn Valencia, Dept Stat & OR, Alcoy 03801, Spain
[3] ESADE Business Sch, Dept Mkt, Sant Cugat 08172, Spain
关键词
Strategic decision making; Smart -home ecosystems; Artificial intelligence; Internet of things;
D O I
10.1016/j.iot.2023.100772
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the context of smart-home ecosystems (SHE), this paper reviews the existing literature on the application of artificial intelligence (AI) and Internet of things (IoT) concepts in strategic decision-making. The paper provides insights about this field by identifying main trends, potential benefits, challenges and opportunities of generating new business models related to the creation of SHE. A conceptual framework is presented and analysed according to three sources of value creation: (i) AI for strategic decision support; (ii) AI for alliances and partnerships; and (iii) AI and IoT in SHE. One of the uniqueness of this paper is the fact that the clustering analysis combines the authors' assessment with the results of a machine learning method (nonnegative matrix factorization). Our findings contribute to enrich both theoretical and managerial perspectives with new forms of corporate development.
引用
收藏
页数:12
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