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<p>Based on the information digital technology and Internet platform of new media, this paper discusses how they accelerate the change of film and television culture communication. This paper first constructed a clustering index system for film and television culture communication, then adopted the improved K-prototype algorithm to determine the clustering center, and calculated the distance between the research data and the initial prototype. Then, the total loss function is used to cluster the data. The Analysis shows that between 2013 and 2023, the box office of movies and TV shows will increase by an average of 616 million yuan per year, and the number of moviegoers will increase by 958 million in 11 years. The study also found that the themes of entertainment (p=0.004&lt;0.05) and traditional culture (p=0.042&lt;0.05) had a significant negative impact on the breadth of communication. In contrast, the themes of treasure hunting and adventure (p=0.006&lt;0.05) significantly negatively affected communication participation. Based on these findings, the paper puts forward suggestions for the future development of film and television culture communication strategies, which provides a valuable reference for the practice and data support of film and television culture communication.</p>
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Based on the information digital technology and Internet platform of new media, this paper discusses how they accelerate the change of film and television culture communication. This paper first constructed a clustering index system for film and television culture communication, then adopted the improved K-prototype algorithm to determine the clustering center, and calculated the distance between the research data and the initial prototype. Then, the total loss function is used to cluster the data. The Analysis shows that between 2013 and 2023, the box office of movies and TV shows will increase by an average of 616 million yuan per year, and the number of moviegoers will increase by 958 million in 11 years. The study also found that the themes of entertainment (p=0.004<0.05) and traditional culture (p=0.042<0.05) had a significant negative impact on the breadth of communication. In contrast, the themes of treasure hunting and adventure (p=0.006<0.05) significantly negatively affected communication participation. Based on these findings, the paper puts forward suggestions for the future development of film and television culture communication strategies, which provides a valuable reference for the practice and data support of film and television culture communication.

Exploration of Film and Television Cultural Communication Strategies in the Digital Era

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Based on the information digital technology and Internet platform of new media, this paper discusses how they accelerate the change of film and television...

Exploration of Film and Television Cultural Communication Strategies in the Digital Era

Published Online: Feb 26, 2024

Page range: -

Received: Jan 10, 2024

Accepted: Jan 18, 2024

DOI: https://doi.org/10.2478/amns-2024-0506

Keywords
Clustering index, K-prototype algorithm, Loss function, Cultural communication

© 2024 Yueqi Wu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Exploration of Film and Television Cultural Communication Strategies in the Digital Era

Published Online: Feb 26, 2024

Page range: -

Received: Jan 10, 2024

Accepted: Jan 18, 2024

DOI: https://doi.org/10.2478/amns-2024-0506

KeywordsClustering index, K-prototype algorithm, Loss function, Cultural communication

© 2024 Yueqi Wu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Clustering index, K-prototype algorithm, Loss function, Cultural communication