EconPapers    
Economics at your fingertips  
 

Visual perception-based human-computer interaction information classification method for intelligent products

Liting Zhou, Xuan Li and Minmin Guo

International Journal of Product Development, 2023, vol. 27, issue 1/2, 28-40

Abstract: This paper proposes a new intelligent product human-computer interaction information classification method based on visual perception. Design smart product human-computer interaction information collection device to realise rapid and accurate collection of smart product human-computer interaction information, and fusion processing of the collected information. The ISA model is built according to the principle of visual perception, and the model is optimised by the gradient descent method. The optimised model is used to extract the information attribute characteristics, and the intelligent product human-computer interaction information classification is carried out according to the information attribute characteristics. The experimental results show that the accuracy of information classification of this method is always above 94.7%, and the average classification time is 0.53 s, which verifies the superiority of the method.

Keywords: visual perception; intelligent products; man-machine interaction; information classification; ISA model. (search for similar items in EconPapers)
Date: 2023
References: Add references at CitEc
Citations: Track citations by RSS feed

Downloads: (external link)
http://www.inderscience.com/link.php?id=129308 (text/html)
Access to full text is restricted to subscribers.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:ids:ijpdev:v:27:y:2023:i:1/2:p:28-40

Access Statistics for this article

More articles in International Journal of Product Development from Inderscience Enterprises Ltd
Bibliographic data for series maintained by Sarah Parker ().

 
Page updated 2023-11-11
Handle: RePEc:ids:ijpdev:v:27:y:2023:i:1/2:p:28-40