Visioning the Future of Smart Fashion Factories Based on Media Big Data Analysis

被引:3
|
作者
Lee, Sae-Eun [1 ]
Ju, Naan [2 ]
Lee, Kyu-Hye [1 ]
机构
[1] Hanyang Univ, Dept Clothing & Text, Human Tech Convergence Program, Seoul 04763, South Korea
[2] Hanyang Univ, Res Inst Ind Sci, Seoul 04763, South Korea
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 16期
关键词
smart factory; smart fashion factory; semantic network analysis; CONCOR analysis; INDUSTRY; NETWORKS;
D O I
10.3390/app11167549
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Recently, many companies have adopted smart factories to increase productivity and efficiency. However, the fashion industry is one of the industries that have been relatively slow at embracing automation and switching to a smart factory. The purpose of the study is to suggest the future direction of the low-maturity smart factory in the fashion industry through newspaper analysis. In this study, semantic network analysis and convergence of iterated correlation (CONCOR) analysis were performed on 15,523 news articles. The analyses revealed that the smart fashion factory was developing to incorporate automated, unmanned, and intelligent operation. The problem of job loss owing to the smart factory was also heavily addressed in the news articles. In the newspaper articles, the view that the smart factory is efficient, fast, and innovative, and concerns regarding the possible damages that will result from hacking and machine malfunction were simultaneously expressed. Therefore, if news about security improvement emerges in the future, negative public opinion will be reduced, positively influencing the government's support for smart factories and policy making.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Big data analytics for smart factories of the future
    Gao, Robert X.
    Wang, Lihui
    Helu, Moneer
    Teti, Roberto
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2020, 69 (02) : 668 - 692
  • [2] Big data for smart factories: A bibliometric analysis
    Bertoncel, T.
    Mesko, M.
    Bach, M. Pejic
    2019 42ND INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2019, : 1261 - 1265
  • [3] A Bibliometric and Topic Analysis on Future Competences at Smart Factories
    Jerman, Andrej
    Bach, Mirjana Pejic
    Bertoncelj, Andrej
    MACHINES, 2018, 6 (03)
  • [4] Data Protection Compliance Regulations and Implications for Smart Factories of the Future
    Preuveneers, Davy
    Joosen, Wouter
    Ilie-Zudor, Elisabeth
    12TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS - IE 2016, 2016, : 40 - 47
  • [5] Taxi of the Future: Big Data Analysis as a Framework for Future Urban Fleets in Smart Cities
    Schatzinger, Susanne
    Lim, Chyi Yng Rose
    SMART AND SUSTAINABLE PLANNING FOR CITIES AND REGIONS: RESULTS OF SSPCR 2015, 2017, : 83 - 98
  • [6] Towards cloud based big data analytics for smart future cities
    Khan Z.
    Anjum A.
    Soomro K.
    Tahir M.A.
    Journal of Cloud Computing, 4 (1)
  • [7] Advanced Media-Based Smart Big Data on Intelligent Cloud Systems
    Psannis, Kostas E.
    Stergiou, Christos
    Gupta, B. B.
    IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2019, 4 (01): : 77 - 87
  • [8] Social media user behavior analysis applied to the fashion and apparel industry in the big data era
    Xue, Zhebin
    Li, Qing
    Zeng, Xianyi
    JOURNAL OF RETAILING AND CONSUMER SERVICES, 2023, 72
  • [9] Big Media Data Analysis
    Iosifidis, Alexandros
    Tefas, Anastasios
    Pitas, Icannis
    Gabbouj, Moncef
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2017, 59 : 105 - 108
  • [10] Smart Home Control and Management Based on Big Data Analysis
    Chi, Hao
    Chi, Yuyan
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022