## 4 Results
### Key Design Elements and Characteristics in Digital-Technology-Inspired Fashion Trends
#### 4.2.3 Textiles  
For Table 4 on textiles, \"Recycling\" was the most prominent keyword. \"Texture\", \"Yarn\", and \"Technical\", related to the creation and expression of textiles, also appeared frequently. Notably, \"Recycling\" and \"Yarn\" ranked high in the TF-IDF, indicating their importance as textile elements. \begin{table}
\begin{tabular}{c c c c c c} \hline \hline
**Word** & **TF** & **TF-IDF** & **Word** & **TF** & **TF-IDF** \\ \hline Recycling & 227 & 365.3424061 & Polyester & 93 & 217.7676143 \\ Texture & 197 & 333.9071369 & Nature & 92 & 228.9135466 \\ Yarn & 187 & 344.4895903 & GOTS & 91 & 210.0338748 \\ Technical & 171 & 341.7678674 & Eco & 85 & 218.4864499 \\ Knit & 146 & 300.2855190 & Surface & 82 & 210.7751635 \\ \hline \hline \end{tabular}
\end{table} 
Table 4: Results of the keywords used for textiles. Figure 5: Word cloud of the keywords used for print and graphic. \begin{table}
\begin{tabular}{c c c c c c} \hline \hline
**Word** & **TF** & **TF-IDF** & **Word** & **TF** & **TF-IDF** \\ \hline Effect & 61 & 115.112485 & Future & 23 & 65.54724912 \\ Nature & 54 & 115.1929468 & Animal & 21 & 63.08465260 \\ Floral & 53 & 119.6112837 & Geometric & 21 & 65.55809635 \\ Texture & 45 & 102.7568214 & Photograph & 17 & 59.44062854 \\ Technique & 38 & 93.49579393 & Tiedye & 17 & 52.04022133 \\ Ombre & 35 & 85.00334260 & Distorted & 17 & 52.04022133 \\ Game & 31 & 91.44887950 & AI & 17 & 54.16799476 \\ Motive & 30 & 76.86594972 & Fantasy & 17 & 57.96143513 \\ Surreal & 30 & 75.81321012 & Skin & 16 & 50.98164213 \\ Abstract & 29 & 75.35841307 & Universe & 16 & 54.55193895 \\ Virtual & 29 & 77.59028327 & Psychedelic & 14 & 48.95110586 \\ Filter & 27 & 74.49053269 & Ocean & 12 & 45.77953551 \\ Stripe & 25 & 78.04535280 & 3D & 12 & 41.95809073 \\ Camouflage & 25 & 70.08400952 & Water & 11 & 38.46158317 \\ Landscape & 23 & 70.40735827 & Pixel & 10 & 36.97178256 \\ \hline \hline \end{tabular}
\end{table} 
Table 3: Results of the keywords about print and graphic. Along with recycling, \"Certified\" also emerged as a prominent keyword. Accompanying \"Certified\" were keywords like \"GOTS\" (Global Organic Textile Standard), \"BCI\" (Better Cotton Initiative), and \"GRS\" (Global Recycled Standard), all of which represent internationally certified textiles in terms of environmental protection and sustainability. Consequently, it is reasonable that the TF-IDF values for \"Nature\" and \"Eco\" were high. Furthermore, \"Yarn\" was discussed alongside \"Technical\", \"Jacquard\", and \"Ombre\". Different types of \"Yarn\" were used to create surface effects like those seen in \"Jacquard\" and \"Ombre\". The texture of the textile also varied with the characteristics of \"Yarn\", manifesting in frequently appearing keywords such as \"Soft\", \"Shine\", \"Comfort\", and \"Smooth\". In particular, a high TF-IDF value for \"Shine\" highlighted it as an important surface effect in the digital-technology-inspired textile fashion trend. In addition, in the textile elements of digital-technology-inspired fashion trends, natural and synthetic materials such as \"Cotton\", \"Polyester\", \"Jersey\", \"Silk\", and \"Nylon\" were used diversely. The keywords listed are visualized in the word cloud shown in Figure 7. \begin{table}
\begin{tabular}{c c c c c c} \hline
**Word** & **TF** & **TF-IDF** & **Word** & **TF** & **TF-IDF** \\ \hline Stripe & 136 & 305.2129798 & Stitch & 79 & 210.1432375 \\ Soft & 129 & 285.5742504 & Comfort & 76 & 199.8244685 \\ Certified & 129 & 285.5742504 & Jersey & 72 & 194.9796144 \\ Subtle & 123 & 269.8560039 & BCI & 67 & 175.1535068 \\ Shine & 117 & 280.8097645 & GRS & 67 & 178.2227457 \\ Jacquard & 112 & 252.5124978 & Bio & 66 & 184.3757767 \\ Ombre & 102 & 255.1464670 & Silk & 64 & 179.9418163 \\ Tactility & 98 & 237.5985412 & Sustainable & 63 & 171.6485086 \\ Cotton & 98 & 226.1903267 & Smooth & 55 & 160.9907071 \\ Development & 97 & 222.8221423 & Nylon & 55 & 156.6747683 \\ \hline \end{tabular}
\end{table} 
Table 4: _Cont._  
Figure 6: Visualization of network analysis of print and graphic.