Workshop Schedule
9:00 - 9:30 Registration
Location: Grand Ballroom, The Commons
9:30 - 09:45 Welcome Speech & Opening Remark
Yonghak Kim, Jiwoong Yoon
Location: Grand Ballroom, The Commons
09:50 - 11:30 Keynote
James Evans, Hyejin Youn
Location: Grand Ballroom, The Commons
11:40 - 12:20 Panel Discussion
James Evans, Hyejin Youn, Jehyun Lee
Location: Grand Ballroom, The Commons
12:20 - 13:30 Lunch Break
13:30 - 15:00 Parallel Session 1&2
Session 1 : Position and Recognition
(Location: Kwak Joung-Hwan Challenge Hall, The Commons)
Where a Scholar Moves Determines Who Cites Their Work: A Heterogeneity-Robust Difference-in-Differences Study Frank van der Wouden and Zixuan Zhang
Undergraduate origins of U.S. professors: A cross-field comparative analysis Eun Lee
Does the Matthew effect exist in open peer review? An empirical study of institutional prestige effects on review outcomes Jeongyeon Choi, Yi Zhao and Yongjun Zhu
Atypical to the Field, Familiar to the Scientist: Knowledge Familiarity Shapes Scientific Combinations and Their Impact Saeyoung Choi
Session 2 : Science Beyond the Academy
(Location: Industrial Bank of Korea Hall, The Commons)
What Makes Policy Ideas Spread: Social and Ideational Drivers of Policy Issue Diffusion Doah Kwak, Taegyoon Kim and Seokkyun Woo
Global Misalignment Between Sustainable Development Challenges and Societal Responses Zhihan Zheng and Meijun Liu
From the Ivory Tower to Capitol Hill: Gender, Mobility, and Expert Advisory Work Astrid Ulv Thomsen and Yotam Sofer
The Science–Policy Dual Frontier: Mapping Citation Distance and Structural Asymmetry Seohyeon Park, Seokkyun Woo and Jisung Yoon
15:00 - 16:00 Poster Session
Location: Grand Ballroom, The Commons
#1. Changes in GitHub Collaboration and Development Activity. Minjung Kang.
#2. Status-driven Attention Conceals Breakthrough Knowledge across Fields. Renli Wu, Donghyun Kang, Wenxuan Shi and James Evans.
#3. From Quantity to Quality: Workforce Mismatch in AI between Academia and Industries. Jisu Woo and So Young Kim.
#4. Embedded aspects profiling intradisciplinarity in science. Damin Lee, Woo-Sung Jung and Hyunuk Kim.
#5. Funding as Attractors. Impact of Scientific Funding on Fields and Scientists. Seonbin Jo, Damin Lee and Woo-Sung Jung.
#6. How Structural Holes Shape Researcher Performance Across Stages of Interdisciplinary Field Maturity. Danho Kim and Ji-Hong Park.
#7. Sleeping Beauties in Policy Knowledge Space. Jieun Park, Somin Lee, Yoon Lee and Jisung Yoon.
#8. Reliance on Disruptive Science and the Impact of Pasteur's. Seongwoo Jang, Dawoon Jeong, Seolmin Yang and Seungryul Shin.
#9. International Postdocs and Academic Careers: Field-Specific Inequality and Institutional Prestige in South Korean. Cheehyun Park and Eun Lee.
#10. Cross-domain Technology Classification Across Document. Seokju Cho, Yelim Woo, Kyuli Kim, Bogeum Kim, Minsoo Kim, Sunghyung Kong, Taehyung Kim, Heajin Lim and Jehyun Lee
#11. Identifying Strategic Research Partners through Data-Driven Analysis. Jehyun Lee, Yedam Kim, Jihoo Jung, Woonho Baek, Jae Kyoung Yoo and Sangjin Choi.
#12. GENIE: Multi-Agent-Based Image Generation with Inclusive. Beejin Son and Kyungsik Han.
#13. Paper Curation: A Local-First, License-Aware Intelligence System for Science-of-Science Workflows. Jehyun Lee, Seokju Cho, Yelim Woo, Kyuli Kim, Bogeum Kim, Mingeun Ji and Eundong Jeong.
#14. Cherry-Picked Legitimacy: How Online Incel and Far-Right Communities Recontextualize Scientific Citations. Seoyeon Lee.
#15. Exploring the Role of Social Media in the Diffusion of Economic Research. Yotam Sofer.
#16. How Does the Commercial Potential of Research Shape International Research Collaboration?. Seohyeon Park and Seokkyun Woo.
#17. Construction of Standardized Knowledge: A Typology of Scientific Knowledge Consumption via Citation Context Analysis. Jeonghyun Seo, Seokkyun Woo and Jisung Yoon.
#18. The selective use of physics knowledge in policy: how interdisciplinary physics bridges subfields and shapes policy influence. Jeongmin Lee and Jisung Yoon.
#19. Mapping the Multilateral Export-Control Frontier of Innovation. Moonyul Yang and Seokkyun Woo.
#20. Staying to Do Science: Foreign Researcher Retention and Career Stratification in Korea's Research System. Feba Simon, Muhammad Ammar Bin Shafi Bin Shafi and Umi Kartini Rashid.
16:00 - 17:30 Parallel Session 3&4
Session 3 : Architectures of Knowledge
(Location: Kwak Joung-Hwan Challenge Hall, The Commons)
A Neutral Baseline for Human Knowledge Dynamics Miura Chiaki and Kohei Sembuku
The Uneven Reach of Scientific Decoupling: Social Fragmentation and Selective Cognitive Divergence in Quantum Computing Myungeun Hong
When Does Cross-Layer Agreement Help? Matched-Information Evidence Across Scientific Fields and Network Domains Young Jin Kim, Seoyoung Park and June Young Lee
Editorial Trajectories in Wikipedia Reflect Underlying Hyperlink StructureYeonji Seo
Session 4 : The New Substitutions
(Location: Industrial Bank of Korea Hall, The Commons)
Who Delegates to AI? Evidence from Agent Configuration in Github Hyeongjae Lee, Jihyang Cheon and Lanu Kim
Extracting Contextual Substitutes for Workplace Skills using Masked Language Models Hyunjin Cho, Woo-Sung Jung, Jaehyuk Park and Jisung Yoon
Researcher or Method: Disentangling Two Pathways to Research Topic Diversity in Computational Social Science Jieun Park and Jeong-han Kang
Summoning the Referee: Moral Outrage and the Mobilization of Verification on the Social Web Yejin Jhang and Wonjae Lee
17:40 - 17:50 Closing
Location: Grand Ballroom, The Commons