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LDA Based Correlation Analysis Between Forum User Focus and Mobile Iterative Design

In: Liss 2023

Author

Listed:
  • Xiaoyan Li

    (University of Science and Technology Beijing)

  • Guiying Wei

    (University of Science and Technology Beijing)

  • Sen Wu

    (University of Science and Technology Beijing)

  • Huixia He

    (University of Science and Technology Beijing)

Abstract

With the increasingly fierce competition of mobile phone industry, it is very important to analyze the actual usage requirements from the perspective of customers. To understand whether the user experience is improved after the upgrading of mobile phones and whether there are differences in the use perception of users for the improvement of the performance of different functional modules, this paper uses LDA model to mine the topic of Huawei brand three series of mobile phone reviews, visually presents the hot topics that users pay attention to, and compares the parameter information with the hot topics of consumer reviews. This paper has reference significance in helping mobile phone manufacturers rationally allocate budget use and master the promotion and marketing focus of new mobile phone products in the process of product iterative research and development.

Suggested Citation

  • Xiaoyan Li & Guiying Wei & Sen Wu & Huixia He, 2024. "LDA Based Correlation Analysis Between Forum User Focus and Mobile Iterative Design," Lecture Notes in Operations Research, in: Daqing Gong & Yixuan Ma & Xiaowen Fu & Juliang Zhang & Xiaopu Shang (ed.), Liss 2023, pages 467-478, Springer.
    • Handle: RePEc:spr:lnopch:978-981-97-4045-1_36
    DOI: 10.1007/978-981-97-4045-1_36
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