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SIG-MET Distinguished Speaker Series
🎙"The Geometry of Science"
👤Dr. Yong-Yeol (YY) Ahn
📅 March 17, 2026 | 9:00–10:00 AM EDT
What if scientific ideas lived in physical space? YY Ahn shows how embedding methods can make knowledge spaces interpretable—and measurable.
#Scientometrics #ScienceOfScience

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The Program Committee welcomes submissions on all topics in the science of science and innovation, broadly defined. We invite contributions from researchers and practitioners across all disciplines, sectors, and world regions, with a particular encouragement for early-career scholars.

Major conference themes include, but are not limited to:

AI, agentic science, and new epistemic practices in scientific discovery

Global knowledge dynamics and the evolution of scientific fields

Government-industry-academia partnerships and innovation systems

Societal impacts and public value of science and innovation

Science funding in an interconnected, multi-sectoral, and global environment

Social stratification, bias, and ethical issues in scientific production and reward

Open science, transparency, and reproducibility in research

The scientific workforce, precarity, and the trajectory of research careers

Theoretical, historical, and conceptual perspectives on science and innovation

Causal inference and methodological advances in the science of science and innovation

Science communication, public trust, and the governance of emerging technologies

Intellectual property, patents, and the geography of technological change

The Program Committee welcomes submissions on all topics in the science of science and innovation, broadly defined. We invite contributions from researchers and practitioners across all disciplines, sectors, and world regions, with a particular encouragement for early-career scholars. Major conference themes include, but are not limited to: AI, agentic science, and new epistemic practices in scientific discovery Global knowledge dynamics and the evolution of scientific fields Government-industry-academia partnerships and innovation systems Societal impacts and public value of science and innovation Science funding in an interconnected, multi-sectoral, and global environment Social stratification, bias, and ethical issues in scientific production and reward Open science, transparency, and reproducibility in research The scientific workforce, precarity, and the trajectory of research careers Theoretical, historical, and conceptual perspectives on science and innovation Causal inference and methodological advances in the science of science and innovation Science communication, public trust, and the governance of emerging technologies Intellectual property, patents, and the geography of technological change

📣 Call for abstracts at #ICSSI2026
⛰️ in Boulder, CO, USA - June 29 to July 1

📥 Submit here: www.icssi.org/guidelines
⏳ Deadline: March 30th

On any topic relevant to #SciSci #Innovation #ScienceofScience #Metascience #STS

Please repost and share!

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If you were interested in guest researcher Ana María Jaramillo's talk on citations in computer science you can see the slides and listen to her speak at the following link:
play.umu.se/media/t/0_ns...

@csh.ac.at #complexsystems #networkscience #scienceofscience

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Why do the most diverse computer science teams get fewer citations? Join us for a talk February 3rd by Ana Jaramillo of @csh.ac.at on patterns of diversity, segregation, and citation impact in CS research. www.umu.se/en/events/ic...
#complexsystems #networkscience #scienceofscience

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A Stock-Flow Framework for Editorial Board Dynamics: The Case of Economics Journals, 1866-2019 Research on the editorial boards of scholarly journals has predominantly relied on static, cross-sectional data, focusing on their composition or interlocking editorships at single points in time. To ...

Editorial power in economics journals has a long history.
We analyze 150+ years of board turnover, stability, and governance with new data & methods.
Big patterns, big change.
🔗 arxiv.org/abs/2601.05727
#Economics #ScienceOfScience

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The science of scientific prizes Purpose: This study synthesizes existing research on scientific prizes and outlines a framework for understanding how reward systems shape careers, credit allocation, and field trajectories.Design/met...

Happy to share a review published in JDIS, bringing together scientometrics, sociology of science, and economics to examine prize mechanisms, their effects, and governance. #prize #scienceofscience #scientometrics
www.j-jdis.com/EN/10.2478/j...

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Video for my @mit.edu IDSS Distinguished Speaker seminar "Networks untangle gender differences in productivity and prominence among scientists" on 4 Nov, with a lovely audience (see thread below for slides) #scienceofscience
www.youtube.com/watch?v=kPXl...

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Lottery before peer review is associated with increased female representation and reduced estimated economic cost in a German funding line - Nature Communications The authors show evidence from a German funding line that a lottery-first approach followed by peer review is accompanied by increased female representation both at the submission stage and among fund...

New publication about funding! In this new piece in @natcomms.nature.com we present data from an evaluation of the lottery-first approach to funding: an initial lottery controlling entry, followed by peer review. www.nature.com/articles/s41...

#funding #metascience #scienceofscience #peerreview

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Socio-cognitive networks between researchers: Investigating scientific dualities with the group-oriented relational hyperevent model Understanding why researchers cite certain works remains a key question in the study of scientific networks. Prior research has identified factors suc…

5/n Curious how social and cognitive structures shape scientific knowledge?
Read the full paper in Social Networks:
👉 www.sciencedirect.com/science/arti...
#SNA #NetSci #Bibliometrics #ScienceOfScience #SocSci

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🔍 TL;DR
Citation behaviour isn’t a meritocracy.
It’s shaped by social ties and topic overlap.
Let’s rethink how we evaluate research impact.
📚 Full paper → journals.plos.org/plosone/arti...
#Bibliometrics #ScienceOfScience #ResearchPolicy

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Dear friends from #ScienceOfScience, @villumfonden.bsky.social has opened a call to study the outcomes of its Villum Experiment. Looks like a chance to advance our understanding of grants
Although I'm not based in Europe, I'm interested in connecting with a European PI who might be planning to apply

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Aaron Clauset presents with a screen behind him, facing a crowd of researchers sitting down.

Aaron Clauset presents with a screen behind him, facing a crowd of researchers sitting down.

Bias in scientific productivity and prominence - it's about your network.
@aaronclauset.bsky.social's IceLab talk showed how collaboration networks shape the gender productivity gap in academia.
Watch here: play.umu.se/media/t/0_40...
#ScienceofScience #Networks @umeauniversitet.bsky.social

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Polarization in research or mere dissent – a need for better demarcation Dr Bjørn Hofmann’s views on polarization in research are insightful. However, many if not most types of differences in scientific opinions might thus be included as polarization. It could be argued...

📝 Latest Commentary Alert! 📝

"Polarization in research or mere dissent – a need for better demarcation"

Bor Luen Tang

→ doi.org/10.1080/0898...

#ScienceofScience
#STS
#Science
#Researchers

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“We’re working to evaluate and enhance how interdisciplinary knowledge around pandemics is produced and integrated within COMPASS and across science.”

#COMPASSCenter #ScienceOfScience #KnowledgeIntegration #PandemicResearch #Cornell #InterdisciplinaryScience #InformationScience

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🚨 Still around for the last parallel session at @ic2s2.bsky.social ?

Don’t miss our talk on formal vs informal collaboration structures in the Science of Science III track!

📍 Vingen 3+4
🕝 14:30

#ic2s2 #ScienceOfScience

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The innovation trade-off: how following superstars shapes academic novelty - Humanities and Social Sciences Communications Humanities and Social Sciences Communications - The innovation trade-off: how following superstars shapes academic novelty

Read the full paper (finally published!)
📄 ‪@hss.springernature.com‬
🔗 doi.org/10.1057/s415...
With Sean Kelty, Raiyan Baten, Adiba Proma, Ehsan Hoque, Johan Bollen, and me.
#ScienceOfScience #Innovation #AcademicLife

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#sociology

#epistemology
#scienceofscience
#science
#ai

Please could you warn your "scientists" to remain "scientists" ?

I have been blocked after warning that accusing AI of being AI without knowing what is AI is dangerous

I can't forward you his invitation to a witchcraft-AI ban: I'm blocked

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Intro to #ScienceOfScience in China context by Lin Zhang, Professor of Information Management, Wuhan University & Co-Editor, Scientometrics at #metascience25

"State-led model of systematic knowledge development."

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🎓 The Meta-Science Summer School 2025 has wrapped!
📍 Near Frankfurt | 📅 June 15–20
28 early career researchers from around the world teamed up to design studies on transparency & reproducibility.
👏 Thanks to all who joined!
#MetaResearch #OpenScience #Reproducibility #ScienceOfScience #SummerSchool

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🎓 The Meta-Science Summer School is officially underway!

📅 June 15–20, 2025
📍 Near Frankfurt, Germany

Early career researchers are teaming up to design studies on research transparency & reproducibility.
#MetaResearch #OpenScience #Reproducibility #ScienceOfScience #SummerSchool

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An interesting question is *why* we have this pattern. I suspect there are multiple contributing factors, perhaps not all bad. #ScienceOfScience

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The pivot penalty in research - Nature An analysis of millions of scientific papers and patents reveals a ‘pivot penalty’ when researchers shift direction, with the impact of studies decreasing rapidly the further they move from their prev...

Fascinating new paper shows that when researchers “pivot” to new areas of work the outcome is less impactful.

#ScienceOfScience

www.nature.com/articles/s41...

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5/n Curious how social and cognitive structures shape scientific knowledge?
Read the full paper in Social Networks:
👉 doi.org/10.1016/j.so...
#SNA #NetSci #Bibliometrics #ScienceOfScience #SocSci

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Something I find very exciting about our results in this paper : they show that ** homophily is not destiny ** , and we shouldn't assume that it is! Scientists (people) are more adaptable than that, to the great benefit of science as a whole #sociologyofscience #scienceofscience

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Analysis of 7,973 psychologists demonstrates these divides. Scientific consensus isn't just about data—our cognitive architectures filter how we process evidence, bolstering persistent divides that resist resolution. #ScienceofScience #CognitiveScience #Conflict #Confusion #CollectiveIntelligence

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📢 I'm happy to share our editorial for the "Science of Science: A Complex Network Perspective" research topic! 🚀
Grateful to my co-editors Sandro Reia & @filipisilva.bsky.social 🙌

🔗 www.frontiersin.org/journals/res...

#SciSci #NetworkScience #Bibliometrics #ScienceOfScience

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Today is the (hard) deadline for the postdoctoral call listed below! Join us #postdoc #scienceofscience #AI #networkscience

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We have several open positions, both Phd & Postdoc: nerds.itu.dk/positions/

On the topics of epidemic preparedness, and network science & AI & #ScienceOfScience #SciSci
Deadlines in April and May!

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How often do unexpected scientific discoveries occur? More often than you might think A study assessed 1.2 million biomedical publications and measured the ‘unexpectedness’ of their findings.

Science is serendipitous🍀

New research finds "~70% of biomedical papers include outcomes that would not be expected from what scientists proposed in their funding applications"

What a killer stat!!
www.nature.com/articles/d41... #metascience #scienceofscience @sampat.bsky.social

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where might one get data on the guerrila tactics academics doing DEI are taking to fly under the silly regex radar…? 🤔 (euphemistic word changes on academics’ websites using Wayback Machine plus git version control / diff n’ diffs?)

… not that I need a new #ScienceofScience research project 😭😹

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