# Visioning the Future of Smart Fashion Factories Based on Media Big Data Analysis
## 4 Results
### Semantic Analysis Finding 2: CONCOR Analysis of News Articles Related to Fashion Smart Factory  
The results of the CONCOR analysis provided four themes based on frequent words (Figure 2). The four themes of smart factories are listed based on the frequency of the key words: \"smart factory construction status,\" \"smart factory development direction,\" \"technologies applied to smart factory,\" and \"features of smart factory.\" The most frequently mentioned topic in news articles on smart factories was smart factory construction status. Words like \"future,\" \"digital,\" \"connect,\" \"world,\" \"global,\" \"intelligent,\" \"manufacturing,\" \"operation,\" and \"management\" show that the construction of smart factories is progressing all over the world and that a smart factory that automates, is unmanned, and digitizes manufacturing, operation, and management is being built. On the other hand, words \begin{table}
\begin{tabular}{c c c c c c} \hline \hline
**Rank** & **Word** & **Frequency** & **Rank** & **Word** & **Frequency** \\ \hline
1 & Factory & 11,319 & 26 & Business & 562 \\
2 & Smart & 10,473 & 27 & Process & 540 \\
3 & Manufacturing & 3866 & 28 & Worker & 525 \\
4 & Industry & 1941 & 29 & Software & 513 \\
5 & Plant & 1886 & 30 & Sensor & 510 \\
6 & New & 1748 & 31 & Vehicle & 497 \\
7 & Technology & 1638 & 32 & Part & 487 \\
8 & Company & 1412 & 33 & World & 480 \\
9 & Automation & 1220 & 34 & Global & 459 \\
10 & Production & 1206 & 35 & City & 449 \\
11 & System & 1154 & 36 & Floor & 447 \\
12 & Car & 894 & 37 & Facility & 446 \\
13 & Device & 890 & 38 & Connected & 247 \\
14 & Future & 878 & 39 & IoT & 415 \\
15 & Datum & 877 & 40 & Network & 413 \\
16 & Machine & 846 & 41 & Power & 408 \\
17 & Solution & 807 & 42 & Vision & 408 \\
18 & First & 721 & 43 & Job & 405 \\
19 & Robot & 703 & 44 & Way & 404 \\
20 & Manufacturer & 668 & 45 & Digital & 400 \\
21 & Internet & 666 & 46 & Big & 390 \\
22 & Product & 625 & 47 & Intelligent & 390 \\
23 & Robotic & 611 & 48 & Service & 382 \\
24 & Thing & 606 & 49 & Application & 375 \\
25 & Market & 565 & 50 & Operation & 372 \\ \hline \hline \end{tabular}
\end{table} 
Table 2: Top 50 keywords extracted from smart factory-related news. such as \"robotic,\" \"automation,\" and \"datum\" show the characteristics of smart factories. Production automation is possible through robots, in which automation must be built on the data. Nowadays, in building smart factories, advanced technologies, such as pattern recognition, deep learning, and unstructured analysis, are used to even analyze the back side of the data. Therefore, the system can not only automatically diagnose problems but also predict future problems and optimization is possible. Technologies that enable such smart factories include the Internet, robot, sensor, and software. It is very important for smart factories to monitor and manage data in real time, such that data can be communicated across the manufacturing chain from manufacturing facilities to multiple material and component partners via the Internet. A variety of sensors are also being used in smart factories, for various purposes ranging from measuring temperature and pressure in industrial processes to monitoring vibrations with equipment and tracking the location of critical assets. In the future, smart factories will not be developed by individual countries or industries, but as a part of a smart city or smart country construction project, as described above, across all industries. Therefore, fashion smart factories should also be built in the direction of automating the manufacturing process by digitizing production plans, work orders, production results, quality information, and introducing automated machines for each product and process. In addition, it is necessary to upgrade management by collecting data and analyzing big data to identify the cause of product failure, machine failure, production delay, and identify the location of workers and products through smart sensors.