Abstract
With the rapid development of cloud computing, mobile devices and mobile applications, mobile social cloud has gradually become a very potential technology. Mobile social cloud is a mobile application platform with collaboration as the core and resource sharing as the main purpose to carry out social interaction, so there are complex social relationships among cloud members. This paper analyzes the design characteristics of intelligent hardware products from the perspective of interaction mode, and studies the innovative design method of entity interaction. This paper summarizes the research results of interaction design of intelligent hardware products, and the research status of entity interaction and its design methods. Based on the research results of intelligent hardware product design and entity interaction theory, this paper proposes an intelligent hardware product design method based on entity interaction with “library” as the core. Voice is the most commonly used way to transmit and exchange information. With the development of science and technology, more and more products add voice function, using text processing technology, so that the machine, APP, web page can understand the user's intention, and complete the human–computer interaction between products and users. In the cloud social voice environment, this paper studies the data analysis framework of visual interactive product design. The complex information environment is constructed for the further study. The experiment analysis is provided for the testing of robustness.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Bao, Y., Zhao, L., Chen, S., et al. (2020). Usability test of WSNs for Roadway Gas Monitoring Based on entity interaction model. Acta Coalae Sinica, 45(2), 836–844.
Chen, J., & Wan, Y. (2017). Research on label propagation algorithm based on modularity maximization in social networks. Acta Communication Sinica, 38(2), 25–33.
Ding, Z. (2020). Research on mobile media interface and interaction design. Information Weekly, 7, 0448–0496.
Guo, J. (2016). The impact of Apple APP database integration and interaction design on mobile digital media. China Journal of Radio and Television, 11, 68–70.
Han, D., Yao, Q., Chen, Q., et al. (2017). Optimization evaluation of aviation network based on time-varying small world model. Acta Physics Sinica, 66(24), 301–309.
Han, F. (2016). Preliminary research on cloud based social network forensics framework. Network Security Technology and Application, (12).
Ignatov, A., Romero, A., Kim, H., Timofte, R., Ho, C. M., Meng, Z., Lee, K. M., et al. (2021). Real-time video super-resolution on smartphones with deep learning, mobile AI 2021 challenge: Report. arXiv preprint arXiv:2105.08826.
Li, D. (2016). Research on heuristic routing algorithm based on small world model.
Liang, J., & Jiang, W. (2016). Research on the defects of interaction design in mobile shopping guide system. Digital World.
Liu, J. (2017). Research on simple design of product packaging under low carbon concept. Science and Technology Innovation Guide, 14(16), 126–127.
Liu, S., & Qi, M. (2016). Research and implementation of collaborative filtering personalized recommendation of social big data based on Hadoop cloud platform. Journal of Modern Computer.
Lu, D., Hu, B., Zheng, X., et al. (2016). A cloud video distribution mechanism for mobile social networks.
Lu, Y., & Lu, Q. Q. (2020). Design of toy storage device based on entity interaction. Packaging Engineering.
Qi, L., Li, J., Wang, Y., Lei, M., & Gao, X. (2020). Deep spectral convolution network for hyperspectral image unmixing with spectral library. Signal Processing, 176, 107672.
Sun, J. (2019). Application of simple design style in architectural interior decoration. Information Weekly, 14, 1.
Sun, X., & Yang, M. (2018). Lamp product design from the perspective of simple design concept. Fashion of Tomorrow, 18, 2.
Wang, H., Xue, C., & Wang, X. (2017). Research on modeling innovation design of CNC machine tools based on entity interaction. Mechanical Design, 34(8), 124–128.
Wang, S. (2020). Research on APP interface design and mobile interactive experience for digital protection of Tang Dynasty mausoleum stone statues.
Wang, Z. (2016). Research on APP interface design and mobile interactive experience design method. Art Science and Technology, 29(8).
Wei, S., & Tang, Q. (2017). Hierarchical routing algorithm for wireless sensor networks based on small world model. Computer Applications, 37(9), 2457–2462.
Wu, M. (2020). Research on the operation mode and development strategy of membership e-commerce based on mobile social networking—Taking Yunji as an example. Modern Commerce and Trade Industry, 17, 36–39.
Xin, J., Wang, N., Jiang, X., Li, J., Huang, H., & Gao, X. (2020). Binarized neural network for single image super resolution. In European conference on computer vision (pp. 91–107). Springer.
Xing, Y. (2016). Research on caching technology based on social relationship in mobile cloud environment.
Ying, Z., Liang, Y., & Yanfang, S. (2020). APP interface design and mobile interactive experience design. Modern Electronic Technology, 43(23), 190–194.
Zhai, J. (2019). Social network parallel recommendation algorithm based on cloud computing. Information and Computer, 423(5), 58–59.
Zhang, S., & Li, Z. (2020). Expression of geometric elements in modern simple design. Architectural Structure, 50(17), 170–170.
Zhong, X., Li, H., Song, S., et al. (2016). Research and implementation of c-campus interactive teaching support system. Experimental Technology and Management.
Zhou, L., Zheng, S., Wang, S., et al. (2016). Research on high dimensional index update and maintenance algorithm based on small world model. Computer Engineering and Application, 52(11), 77–83.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Ye, X., Lv, X. Data analysis framework for visual interactive product design under the background of cloud social speech environment. Int J Speech Technol 25, 853–862 (2022). https://doi.org/10.1007/s10772-021-09939-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10772-021-09939-4