主播
节目简介
来源：小宇宙
本期播客介绍了Agent-based Modeling基于主体建模的方法，以及如何用ABM来理解结婚和生育决策。
【本期主播】
晓昕
【收听指南】
01:00 ABM的定义
01:45 谢林隔离模型
05:18 设计效用函数
08:08 LLM+ABM
11:08 婚育决策模型
【参考文献】
Bertrand, M., Goldin, C., & Katz, L. F. (2010). Dynamics of the gender gap for young professionals in the financial and corporate sectors. American Economic Journal: Applied Economics, 2(3), 228–255.
Gao, C., et al. (2024). Large language models empowered agent-based modeling and simulation: A survey and perspectives. Humanities and Social Sciences Communications, 11, 1259.
Goldin, C. (2014). A grand gender convergence: Its last chapter. American Economic Review, 104(4), 1091–1119.
Kazil, J., Masad, D., & Crooks, A. (2020). Utilizing Python for agent-based modeling: The Mesa framework. In R. Thomson et al. (Eds.), Social, cultural, and behavioral modeling (Lecture Notes in Computer Science, pp. 308–317). Springer International Publishing.
Kleven, H., Landais, C., & Søgaard, J. E. (2019). Children and gender inequality: Evidence from Denmark. American Economic Journal: Applied Economics, 11(4), 181–209.
Marwal, A., & Silva, E. A. (2023). City affordability and residential location choice: A demonstration using agent-based model. Habitat International, 136, 1–9.
O'Gara, D., et al. (2023). TRACE-Omicron: Policy counterfactuals to inform mitigation of COVID-19 spread in the United States. Advanced Theory and Simulation, 6(7).
Park, J. S., O'Brien, J., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023). Generative agents: Interactive simulacra of human behavior. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (pp. 1–22). ACM.
Schelling, T. C. (1969). Models of segregation. American Economic Review, 59(2), 488–493.
【本期主播】
晓昕
【收听指南】
01:00 ABM的定义
01:45 谢林隔离模型
05:18 设计效用函数
08:08 LLM+ABM
11:08 婚育决策模型
【参考文献】
Bertrand, M., Goldin, C., & Katz, L. F. (2010). Dynamics of the gender gap for young professionals in the financial and corporate sectors. American Economic Journal: Applied Economics, 2(3), 228–255.
Gao, C., et al. (2024). Large language models empowered agent-based modeling and simulation: A survey and perspectives. Humanities and Social Sciences Communications, 11, 1259.
Goldin, C. (2014). A grand gender convergence: Its last chapter. American Economic Review, 104(4), 1091–1119.
Kazil, J., Masad, D., & Crooks, A. (2020). Utilizing Python for agent-based modeling: The Mesa framework. In R. Thomson et al. (Eds.), Social, cultural, and behavioral modeling (Lecture Notes in Computer Science, pp. 308–317). Springer International Publishing.
Kleven, H., Landais, C., & Søgaard, J. E. (2019). Children and gender inequality: Evidence from Denmark. American Economic Journal: Applied Economics, 11(4), 181–209.
Marwal, A., & Silva, E. A. (2023). City affordability and residential location choice: A demonstration using agent-based model. Habitat International, 136, 1–9.
O'Gara, D., et al. (2023). TRACE-Omicron: Policy counterfactuals to inform mitigation of COVID-19 spread in the United States. Advanced Theory and Simulation, 6(7).
Park, J. S., O'Brien, J., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023). Generative agents: Interactive simulacra of human behavior. In Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (pp. 1–22). ACM.
Schelling, T. C. (1969). Models of segregation. American Economic Review, 59(2), 488–493.
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