Research on an AI Agent-Based Smart Home Active Personalized Service System
Existing smart home systems lack active personalized services. To address this, a new system uses a specific architecture to refine and utilize personalized user data. Its modular design categorizes and stores data, integrating it into interactions via natural language processing. This enables the AI model to better understand user needs. Compared to traditional systems, it offers enhanced personalization, robustness, and reliability, with experiments showing significant improvements in service delivery.
Authors
- Dongyan Li (ORCID: https://orcid.org/0000-0002-4003-3507)
- Yunlei Zhang (ORCID: https://orcid.org/0000-0001-6764-0828)
- Jiayi Xia
Institutions
- North China Institute of Science and Technology (CN)
Publication Details
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1109/aiotc63215.2024.10748288
- Primary Topic
- E-commerce and Technology Innovations
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Fundamental Research Funds for the Central Universities