More Diversity, Same Framework: A Comparative Analysis of Video Platforms and Aggregated Platforms in China

With the in-depth development of social networks and the Internet revolution, the diversity of news in the digital age is worthy of attention. Video websites have more independent players, allowing them to publish more alternative news than mainstream media. How much the penetration rate of different institutions affects platform diversity, and whether and to what extent video news sites can break through the mainstream news reporting framework are some concerns. This study selects digital platforms with different penetration rates of Chinese organizations. Taking Tokyo Olympics reports as a sample, an evaluation system for news diversity was built, and Simpson's diversity index was measured from the perspective of content diversity, including national visibility, medal coverage ratio, and athlete visibility. Through PCA dimensionality reduction analysis, news keywords of different platforms are extracted, and news reporting frameworks of different platforms are visualized. Results show that video websites have a lower penetration rate and more diversity and coverage of different actors. However, it is still possible for video platforms and aggregation sites to be under the convergent news framework. Abandoning a certain degree of news diversity and maintaining the convergent news framework may serve as a strategy to assist China's digital age news propaganda.

Authors

Institutions

Publication Details

Journal
International Journal of Computational and Experimental Science and Engineering
Published
2025-02-26
DOI
https://doi.org/10.22399/ijcesen.1097
Primary Topic
Media Studies and Communication
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

More Diversity, Same Framework: A Comparative Analysis of Video Platforms and Aggregated Platforms in China

Kejun Jiang
International Journal of Computational and Experimental Science and Engineering
Media Studies and Communication
article

More Diversity, Same Framework: A Comparative Analysis of Video Platforms and Aggregated Platforms in China

Kejun Jiang
article en

Abstract

With the in-depth development of social networks and the Internet revolution, the diversity of news in the digital age is worthy of attention. Video websites have more independent players, allowing them to publish more alternative news than mainstream media. How much the penetration rate of different institutions affects platform diversity, and whether and to what extent video news sites can break through the mainstream news reporting framework are some concerns. This study selects digital platforms with different penetration rates of Chinese organizations. Taking Tokyo Olympics reports as a sample, an evaluation system for news diversity was built, and Simpson's diversity index was measured from the perspective of content diversity, including national visibility, medal coverage ratio, and athlete visibility. Through PCA dimensionality reduction analysis, news keywords of different platforms are extracted, and news reporting frameworks of different platforms are visualized. Results show that video websites have a lower penetration rate and more diversity and coverage of different actors. However, it is still possible for video platforms and aggregation sites to be under the convergent news framework. Abandoning a certain degree of news diversity and maintaining the convergent news framework may serve as a strategy to assist China's digital age news propaganda.

International Journal of Computational and Experimental Science and EngineeringVol. 11(1)
Beijing Chaoyang Emergency Medical Center (CN)
Openalex Percentile: Top 96%
Media Studies and Communication
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.