Research and Analysis of Cultural Industry Management in the Context of Big Data

DOI

10.2991/978-94-6463-238-5_53How to use a DOI?

Keywords

Industry Management; Big Data; Cultural Industry; Vector Recall

Abstract

The development of deep learning technology in recent years has driven the rapid evolution of recommendation algorithms, and at the same time has placed higher demands on the feature data of recommendation systems. In order to meet the needs of recommendation algorithms for massive features and real-time processing of data, big data tools are needed to process the data and information. Based on big data and deep learning technology, this paper constructs a recall ranking algorithm for recommendation system and designs a complete recommendation system with movie recommendation as the theme. Analyzing the problems exposed in the development of the red culture industry in the new era, it is found that the main reasons that hinder the development and growth of the red culture industry are cultural resources, cultural education, talent mechanisms, laws and regulations, etc. For these reasons, the relevant departments of the state and the government should pay great attention to the development and protection of red cultural resources, continue to innovate the education model of red cultural industry, make efforts to improve the scientific mechanism of red cultural industry talents, and vigorously strengthen the legal protection of red cultural industry, etc., as to ensure the sustainable development of red cultural industry in the new era.

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Haoran Ji
AU  - Mohd. Noor Abdul Hamid
PY  - 2023
DA  - 2023/09/26
TI  - Research and Analysis of Cultural Industry Management in the Context of Big Data
BT  - Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
PB  - Atlantis Press
SP  - 385
EP  - 390
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-238-5_53
DO  - 10.2991/978-94-6463-238-5_53
ID  - Ji2023
ER  -