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 star scientist


Predicting Star Scientists in the Field of Artificial Intelligence: A Machine Learning Approach

arXiv.org Artificial Intelligence

Star scientists are highly influential researchers who have made significant contributions to their field, gained widespread recognition, and often attracted substantial research funding. They are critical for the advancement of science and innovation, and they have a significant influence on the transfer of knowledge and technology to industry. Identifying potential star scientists before their performance becomes outstanding is important for recruitment, collaboration, networking, or research funding decisions. Using machine learning techniques, this study proposes a model to predict star scientists in the field of artificial intelligence while highlighting features related to their success. Our results confirm that rising stars follow different patterns compared to their non-rising stars counterparts in almost all the early-career features. We also found that certain features such as gender and ethnic diversity play important roles in scientific collaboration and that they can significantly impact an author's career development and success. The most important features in predicting star scientists in the field of artificial intelligence were the number of articles, group discipline diversity, and weighted degree centrality. The proposed approach offers valuable insights for researchers, practitioners, and funding agencies interested in identifying and supporting talented researchers.


NASA's Proposed Moon Mission Offers Little Value at Astronomical Cost

WIRED

When it comes to space policy, reliving the glory days too often means pouring billions of taxpayer dollars into black holes. Preliminary budget plans suggest that the Trump Administration will provide funding for Space Policy Directive 1, which tasks NASA with getting humans back to the moon for the first time in over 45 years. Ross Marchand (@RossAMarchand) is the policy director for the Taxpayers Protection Alliance in Washington DC. NASA is already testing the feasibility of using the Orion space capsule to get humans to and from alien worlds. President Trump's directive, hatched from a unanimous recommendation from the National Space Council in June, has the agency eager to prove that it can once again taxi humans into space.