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Design and Implementation of a Quick Recommendation Function Framework for Intelligent Connected Vehicles Based on On-Device Intelligence Technology
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Wenbin Wang, Ziyi Kang, Jianhui Li, Jiawei Yin, Yunting He
Automotive Digest | 2025, (6) : 17 - 23
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Automotive Digest | 2025, (6): 17-23
• Special Topic on the Applications of Artificial Intelligence in Intelligent Connected Vehicles •
Design and Implementation of a Quick Recommendation Function Framework for Intelligent Connected Vehicles Based on On-Device Intelligence Technology
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Wenbin Wang, Ziyi Kang, Jianhui Li, Jiawei Yin, Yunting He
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  • Global R&D Center, China FAW Corporation Limited, Changchun 130013
Published: 2025-06-05 doi: 10.19822/j.cnki.1671-6329.20240248
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The application potential of on-device intelligent technology in distributed computing, with its inherent advantages in timeliness and privacy preservation, is progressively expanding within intelligent connected vehicles. Based on on-device intelligent principles, this paper proposes a device-cloud collaborative framework for expedited recommendation functionalities in intelligent connected vehicles, thereby establishing a novel technical solution for intelligent networking through on-device computing. The architecture incorporates the design of on-device model training and inference mechanisms that enable real-time local data analysis and decision-making at vehicular terminals. This implementation facilitates personalized shortcut recommendations tailored to occupants’ preferences. Experimental results demonstrate that the proposed scheme significantly enhances users’ experience while providing innovative insights into practical implementations of on-device intelligent technology for intelligent connected vehicles. This research contributes new perspectives for Intelligent connected vehicles applications through on-device.

On-device intelligent technology  /  Intelligent connected vehicles  /  Quick recommendations  /  Device-cloud collaboration  /  On-device models
Wenbin Wang, Ziyi Kang, Jianhui Li, Jiawei Yin, Yunting He. Design and Implementation of a Quick Recommendation Function Framework for Intelligent Connected Vehicles Based on On-Device Intelligence Technology[J]. Automotive Digest, 2025 , (6) : 17 -23 . DOI: 10.19822/j.cnki.1671-6329.20240248
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doi: 10.19822/j.cnki.1671-6329.20240248
  • Online Date：2025-10-29
  • Published：2025-06-05
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    Global R&D Center, China FAW Corporation Limited, Changchun 130013
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