JIANG Lijuan, FAN Jia
The work aims to summarize and integrate the current literature related to AI-driven personalized services in smart homes and construct a comprehensive theoretical framework that integrates technology, design, aesthetics, and humanistic connotations, to provide theoretical support for the interdisciplinary innovation of smart homes. Based on the Web of Science database, a comprehensive review of research results in this field from 2015 to 2025 was conducted. With the bibliometric method, the literature was classified into four categories of philosophical foundation, physical architecture, interaction methods, and scene applications for analysis. The discussion focused on the design philosophy of humanistic regression, intelligent adaptation, and benevolence-oriented thinking for smart homes, as well as the design principles of humanization, inclusiveness, and privacy respect. The analysis of smart homes and spatial aesthetic design practice schemes included modular strategies, implicit and explicit integration, and interactive control interfaces. The focus was on the artistic expression of AI-driven human-computer interaction (HCI) interface design, encompassing interface development, multimodal emotion computing and context understanding, as well as the exploration of adaptive and generative interactive interfaces. Finally, a four-level smart home scenario hierarchy of life, home, intelligence, and aesthetics was proposed. The technology should serve people's emotional needs, spatial experience, and aesthetic pursuits. The future development of smart homes will evolve towards integration, tranquility, and sustainability. Designers will shift from creators to experience orchestrators, transforming cold technology into warm, personalized, and caring daily companions, creating a better living experience for people.