Knowledge Graph-Based Visual Analysis of Intelligent Apparel Research

Ziyi Le

doi:10.54097/vn9npn29

Authors

Ziyi Le

DOI:

https://doi.org/10.54097/vn9npn29

Keywords:

Citespace, Review, Smart Clothing, Visual Analysis

Abstract

To explore the development trends of smart clothing by analyzing its research status and hotspots over the past decade. Using CiteSpace 6.4.R software, we conducted a visualization analysis of annual publication volume, author and institutional collaboration, keywords, and other aspects of domestic and international smart clothing-related literature. The sample comprised relevant literature indexed in the CNKI and Web of Science databases. The overall publication volume in smart clothing research shows an upward trend. Collaboration between core authors and institutions remains limited and warrants strengthening. Countries such as China, South Korea, and the United States have conducted substantial research with significant influence. Research in the field is advancing toward multifunctional integration, new material applications, data processing and analysis, and health monitoring. With continuous technological progress, smart clothing is expected to provide more personalized and precise health monitoring solutions in the future. This study reviews the development status of smart clothing over the past decade, providing additional references for exploring future research trends in this field.

Downloads

Download data is not yet available.

References

[1] LIM H S, LEE D W, SHIM W S. Artificial Intelligent Clothing Embedded Digital Technologies[J]. Journal of Fashion Business, 2010, 14(6): 70-83.

[2] LIU W H. Research on the Current Status and Development Trend of Smart Clothing[J]. Southern Agricultural Machinery, 2019, 50(14): 233-234.

[3] GU W, HOU C Y, ZHANG Q H, et al. Current Status and Development Trend of Smart Clothing[J]. Journal of Donghua University (Science and Technology Edition), 2019, 45(6): 837-843.

[4] CHEN Y, CHEN C M, LIU Z Y, et al. Methodological Function of CiteSpace Knowledge Graph[J]. Scientific Research on Science, 2015, 33(2): 242-253.

[5] ZHOU Q, YAO Z. Comparative Analysis of Domestic and International Participatory Design Research Based on CiteSpace [J]. Packaging Engineering, 2023, 44(10): 241-250+ 268.

[6] KUANG Y X, LI Z M, HUANG Q W. Research Hotspots and Trend Analysis of Cultural and Creative Products Based on Knowledge Graphs[J]. Packaging Engineering, 2020, 41(18): 154-164.

[7] ZHANG H, SUN Y Q, SI J H. Analysis of International Ecotourism Research Based on Knowledge Graph Method[J]. Journal of Natural Resources, 2017, 32(2): 342-352.

[8] LUO S, ZHU D H, YAN S. Visual Analysis of Research Progress and Development Trends of Temperature-regulating Clothing[J]. Silk, 2024, 61(12): 104-116.

[9] DOU J H, ZHANG B R, QIAN X S. A Review of Artificial Intelligence Empowering Cultural Heritage Research - A Visual Analysis Based on CiteSpace[J]. Packaging Engineering, 2023, 44(14): 1-20.

[10] GAO Y, SU Y, HE J Q. CiteSpace Visualization Analysis of Research Hotspots and Trends in Green Building Design[J]. Industrial Construction, 2023, 53(S2): 131-134.

[11] WU L F, LU D B, WU Y, et al. Visual Analysis of Multisensory Design: Research Progress, Hotspots and Trends[J]. Packaging Engineering, 2022, 43(22): 205-220.

[12] WANG Y C, LUO S W, YANG Y B, et al. Review of Knowledge Graph Visualization[J]. Journal of Computer-Aided Design & Computer Graphics, 2019, 31(10): 1666-1676.

[13] HAO J Y, LI Y M. Present Development Status and Trends of Smart Clothing[J]. Textile Leader, 2020(4): 62-65.

[14] CAO S J, WU Y B, WEI J Z, et al. Threads, Schools and Trends of Knowledge Graph Research - A Bibliometric and Visual Analysis Based on SSCI and CSSCI Journal Papers[J]. Journal of Chinese Library Science, 2015, 41(05): 16-34.

[15] LIU W S, GUO Q H, LI Z X, et al. Analysis of Research Status and Trends in Service Design in China Based on Bibliometrics[J]. Packaging Engineering, 2023, 44(10): 231-240.

[16] FANG D G, SHEN L. Overview of Smart Clothing Materials Research[J]. Knitting Industry, 2016(1): 34-38.

[17] JI Y L, WANG J. Research Status and Development Trends of Smart Clothing for the Elderly[J]. Shandong Textile Science and Technology, 2024, 65(4): 52-56.

[18] DOSHI P, et al. Smart Clothing in Military Applications[J]. Journal of Textile and Apparel, Technology and Management, 2015, 10(3): 1-10.

[19] KNIGHT A. Smart Clothing for Health Monitoring[J]. Sensors, 2017, 17(3): 567-578.

[20] SHI X, ZUO Y, ZHAI P, et al. Smart Clothing for Health Monitoring[J]. Nature, 2021, 591: 240-245.

[21] DOSHI P, et al. Smart Clothing in Military Applications[J]. Journal of Textile and Apparel, Technology and Management, 2015, 10(3): 1-10.

[22] CHEN L, LU M, YANG H, et al. Smart Clothing for Health Monitoring[J]. ACS Nano, 2020, 14: 8191-8201.

[23] LIMAN M L R, ISLAM M T, HOSSAIN M M, et al. Smart Clothing for Health Monitoring[J]. Adv. Electron. Mater., 2022, 8.

[24] ZHOU R. Design Patterns and Development Trends of Smart Clothing[J]. Guangdong Sericulture, 2020, 54(01): 82-83.

[25] SUN R C, XU D F, LI Z X. Application Paths, Development Issues and Future Trends of Smart Clothing[J]. Textile Finishing Technology, 2020, 42(3): 13-17.

[26] GU W, HOU C Y, ZHANG Q H, et al. Present Status and Development Trend of Smart Clothing[J]. Journal of Donghua University (Natural Science Edition), 2019, 45(6): 837-843.

[27] ZHANG G W. Smart Clothing Design Based on High-tech Fibers and Bionic Materials[J]. Synthetic Fibers, 2023, 52(10): 20-23.

[28] SHEN L, SANG P P. Development Status and Trends of Smart Clothing under Different Field Technologies[J]. Silk, 2019, 56(03): 45-53.

[29] ZHAO L D, ZHANG J, GUO Z. Research Progress and Development Trends of Smart Health Monitoring Clothing[J]. Tianjin Textile Science and Technology, 2024(1): 20-24.

[30] LI S, CHEN D S. Current Development Status and Future Trends of Smart Clothing[J]. International Textile Leader, 2023, 51(2): 30-36.