Research on the Training of Broadcasting and Hosting Talents in Colleges and Universities Based on SARIMA-BP Prediction Model

被引:0
|
作者
Zhou, Yang [1 ]
机构
[1] Sichuan Film & Televis Univ, Chengdu, Peoples R China
关键词
Broadcasting and Hosting; Personnel Training; Neural Network Model; Model Prediction;
D O I
10.4018/IJISMD.364102
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the employment adaptability of students majoring in broadcasting and hosting in colleges and universities, a prediction model is constructed by combining intelligent Seasonal (BPNN) in this study. This paper first analyzes the crisis faced by broadcasting professionals, and on this basis, SARIMA-BPNN model to analyze the demand of broadcasting professionals, taking Root Mean Squared Error as the evaluation index. The RMSE index value is 5.012, which shows that the SARIMA-BPNN model has a good prediction effect. Finally, this study predicts the changing trend of social demand for broadcasting talents, and then puts forward suggestions for the training of broadcasting host talents in colleges and universities to help promote the development of the training of broadcasting host talents in colleges and universities.
引用
收藏
页数:18
相关论文
共 50 条
  • [31] Research on Construction of U-IL Model Based on Education of Innovative Talents in Colleges and Universities in Ubiquitous Environment
    Sun, Huiqing
    Wang, Qianping
    Wu, Weihua
    Zhu, Hongrui
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON COOPERATION AND PROMOTION OF INFORMATION RESOURCES IN SCIENCE AND TECHNOLOGY(COINFO 10), 2010, : 203 - 206
  • [32] Research on Computer Basic Education in Colleges and Universities Based on the Cultivation of Innovative and Compound Talents
    Li, Ying
    Wang, Qiao-ling
    Wang, Chun-hong
    Zhang, Shi-min
    2016 3RD INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (PES 2016), 2016, 4 : 213 - 216
  • [33] An IT Professional Talents Training Model in Colleges Based on Animal Cell Structure
    RuijunZhang
    TingHu
    WenCai
    FOURTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2015, : 422 - +
  • [34] Research on the Training Mode of Innovative and Entrepreneurial Talents in Colleges and Universities from the Perspective of Regional Economic Development
    Li Gang
    Zhong Lijun
    Li Jingli
    2018 INTERNATIONAL CONFERENCE ON EDUCATION, PSYCHOLOGY, AND MANAGEMENT SCIENCE (ICEPMS 2018), 2018, : 1168 - 1172
  • [35] Optimization of Cultivation Path of English Translation Talents in Colleges and Universities Based on ADDIE Model
    Zhang B.
    Tu H.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [36] Optimization of talent training path of broadcasting and hosting art based on matrix model
    Zhang G.
    Zhao Y.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [37] Research on Innovation of Digital Talents Training Model of Intangible Cultural Heritage in Vocational Colleges
    Cai, Pei
    Huang, Yang
    PROCEEDINGS OF THE 2019 5TH INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND HIGHER EDUCATION (ICSSHE 2019), 2019, 336 : 911 - 914
  • [38] Music of Colleges and Universities "Multi-skill" New Applied Talents Training and Research Take Hainan For Instance
    Jia, Zhu
    Qiang, Fu
    PROCEEDINGS OF THE 2013 INTERNATIONAL ACADEMIC WORKSHOP ON SOCIAL SCIENCE (IAW-SC 2013), 2013, 50 : 728 - 731
  • [39] Application-Oriented Talents Training for Music Majors in Colleges and Universities Based on Internet Remote Technology
    Shui L.
    Feng Y.
    Zhong M.
    Qin Y.
    International Journal of Web-Based Learning and Teaching Technologies, 2024, 19 (01) : 1 - 12
  • [40] Research on the Construction of Demand Prediction Model for Talent Training in Colleges Universities under Division of Labor in the Value Chain
    Zhou, Liang
    Li, JiaoNan
    Ma, ChangSong
    2022 6TH INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND INTELLIGENT CONTROL, ISCSIC, 2022, : 180 - 184