Research on Design of Home Fitness Products for Female Users Guided by Online Review Texts

WANG Xiaojiao; WANG Lili

doi:10.19554/j.cnki.1001-3563.2026.16.011

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Packaging Engineering ›› 2026, Vol. 47 ›› Issue (16) : 119-130. DOI: 10.19554/j.cnki.1001-3563.2026.16.011

Industrial Design

Research on Design of Home Fitness Products for Female Users Guided by Online Review Texts

WANG Xiaojiao, WANG Lili^*

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Abstract

The work aims to propose a product design method based on online review data to address the issues of fragmented user requirement acquisition and high subjectivity in design decision-making of home fitness products for female users. Taking a home elliptical trainer for female users as the research object, user review data were first collected from e-commerce platforms using Python-based web crawling techniques. The Biterm topic model (BTM) combined with grounded theory was then employed to perform topic mining and hierarchical coding on unstructured text data, enabling structured representation of user requirements. Subsequently, the CRITIC method was applied to determine the objective weights of evaluation indicators. On this basis, the VIKOR method was introduced to construct a multi-criteria decision-making model for comprehensive evaluation and optimization of design options. Finally, product design practice was conducted based on high-weight requirements, and the optimal option was further refined and validated. A systematic design pathway from user requirement mining to optimal option selection was established, and the best design option was obtained. In conclusion, the proposed method effectively improves the accuracy of user requirement identification and the scientificity of design decision-making, providing a data-driven approach for the design of home fitness products targeting female users.

Key words

product design / online reviews / Biterm topic model (BTM) / grounded theory / home elliptical trainer for female users

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WANG Xiaojiao, WANG Lili. Research on Design of Home Fitness Products for Female Users Guided by Online Review Texts[J]. Packaging Engineering. 2026, 47(16): 119-130 https://doi.org/10.19554/j.cnki.1001-3563.2026.16.011

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