The Publication Choice Problem
- Haichuan Wang ,
- Yifan Wu ,
- Haifeng Xu
Proceedings of the AAAI Conference on Artificial Intelligence | , pp. 17250-17258
oral presentation
Download BibTexResearchers strategically choose where to submit their work in order to maximize its impact, and these publication decisions in turn determine venues’ impact factors. To analyze how individual publication choices both respond to and shape venue impact, we introduce a game-theoretic framework – coined the Publication Choice Problem – that captures this two‐way interplay. We show the existence of a pure-strategy equilibrium in the Publication Choice Problem and its uniqueness under binary researcher types. Our characterizations of the equilibrium properties offer insights about what publication behaviors better indicate a researcher’s impact level. Through equilibrium analysis, we further investigate how labeling papers with “spotlight” affects the impact factor of venues in the research community. Our analysis shows that competitive venue labeling top papers with “spotlight” may decrease the overall impact of other venues in the community, while less competitive venues with “spotlight” labeling have an opposite impact.