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pro vyhledávání: '"Bachmann, Jan"'
We examine gender differences in collaboration networks and academic career progression in physics. We use the likelihood and time to become a principal investigator (PI) and the length of an author's career to measure career progression. Utilising l
Externí odkaz:
http://arxiv.org/abs/2408.02482
Recent research has challenged the widespread belief that gender inequities in academia would disappear simply by increasing the number of women. More complex causes might be at play, embodied in the networked structure of scientific collaborations.
Externí odkaz:
http://arxiv.org/abs/2407.17441
Science is a collaborative endeavor in which "who collaborates with whom" profoundly influences scientists' career trajectories and success. Despite its relevance, little is known about how scholars facilitate new collaborations among their peers. In
Externí odkaz:
http://arxiv.org/abs/2407.11909
Publikováno v:
Commun Phys 6, 108 (2023)
Improving the position of minorities in networks via interventions is a challenge of high theoretical and societal importance. In this work, we examine how different network growth interventions impact the position of minority nodes in degree ranking
Externí odkaz:
http://arxiv.org/abs/2208.03263
Publikováno v:
In Geoforum February 2024 149
Autor:
Schumacher, Tobias, Wolf, Hinrikus, Ritzert, Martin, Lemmerich, Florian, Bachmann, Jan, Frantzen, Florian, Klabunde, Max, Grohe, Martin, Strohmaier, Markus
We systematically evaluate the (in-)stability of state-of-the-art node embedding algorithms due to randomness, i.e., the random variation of their outcomes given identical algorithms and graphs. We apply five node embeddings algorithms---HOPE, LINE,
Externí odkaz:
http://arxiv.org/abs/2005.10039
Publikováno v:
In Geoforum July 2022 133:176-184
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Publikováno v:
In Industrial Marketing Management January 2021 92:87-100