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Position: AI/ML Influencers Have a Place in the Academic Process | AI Research Paper Details

Jul 31, 2024 - news.bensbites.com
The paper investigates the impact of social media influencers on the visibility and citation counts of AI research papers. By analyzing a dataset of over 8,000 papers and their corresponding Twitter activity, the study found that papers endorsed by influencers had 2-3 times higher citation counts than those in the control group. The study also explored the diversity of authors highlighted by these influencers.

Despite acknowledging limitations such as potential selection bias and the inability to establish causal relationships, the paper provides evidence for the significant role of social media in shaping the academic impact of AI research. It suggests that researchers should consider social media engagement as a strategic component of their research dissemination and impact-building efforts.

Key takeaways:

  • The study reveals a significant impact of social media influencers on the visibility and citation counts of AI research papers.
  • The analysis shows a correlation between a paper's tweet activity and its subsequent academic impact, suggesting that social media engagement can amplify the visibility and influence of AI research.
  • The paper advocates for a responsible approach to curation, encouraging influencers to uphold the journalistic standard that includes showcasing diverse research topics, authors, and institutions.
  • Despite certain limitations, the study highlights the evolving role of online platforms in the scholarly ecosystem and the potential for researchers to leverage these platforms to increase the impact of their work.
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