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Professional networks are a key determinant of individuals' labor market outcomes. They may also play a role in either exacerbating or ameliorating inequality of opportunity across demographic groups. In a theoretical model of professional…

计算机科学与博弈论 · 计算机科学 2025-03-07 Cynthia Dwork , Chris Hays , Lunjia Hu , Nicole Immorlica , Juan Perdomo

Collaboration networks provide a method for examining the highly heterogeneous structure of collaborative communities. However, we still have limited theoretical understanding of how individual heterogeneity relates to network…

物理与社会 · 物理学 2016-07-27 Katharine A. Anderson

We propose an equilibrium interaction model of occupational segregation and labor market inequality between two social groups, generated exclusively through the documented tendency to refer informal job seekers of identical "social color".…

理论经济学 · 经济学 2022-12-27 I. Sebastian Buhai , Marco J. van der Leij

Social and professional networks affect labor market dynamics, knowledge diffusion and new business creation. To understand the determinants of how these networks are formed in the first place, we analyze a unique dataset of business cards…

计量经济学 · 经济学 2021-08-04 Juan Nelson Martínez Dahbura , Shota Komatsu , Takanori Nishida , Angelo Mele

In human societies, people's willingness to compete and strive for better social status as well as being envious of those perceived in some way superior lead to social structures that are intrinsically hierarchical. Here we propose an…

多智能体系统 · 计算机科学 2021-04-28 Jan E. Snellman , Gerardo Iñiguez , Tzipe Govezensky , Rafael A. Barrio , Kimmo K. Kaski

Our societies are heterogeneous in many dimensions such as census, education, religion, ethnic and cultural composition. The links between individuals - e.g. by friendship, marriage or collaboration - are not evenly distributed, but rather…

物理与社会 · 物理学 2010-06-16 P. Pin , M. Marsili , S. Franz

Homophily, the tendency of individuals to connect with others who share similar attributes, is a defining feature of social networks. Understanding how groups interact, both within and across, is crucial for uncovering the dynamics of…

社会与信息网络 · 计算机科学 2025-09-24 Akrati Saxena , Gaurav Kumar , Chandrakala Meena

Social networks affect the diffusion of information, and thus have the potential to reduce or amplify inequality in access to opportunity. We show empirically that social networks often exhibit a much larger potential for unequal diffusion…

应用统计 · 统计学 2022-10-21 Eaman Jahani , Dean Eckles , Alex 'Sandy' Pentland

This paper develops strategic foundations for an important statistical model of random networks with heterogeneous expected degrees. Based on this, we show how social networking services that subtly alter the costs and indirect benefits of…

应用统计 · 统计学 2010-04-09 Benjamin Golub , Yair Livne

Many societies are organized in networks that are formed by people who meet and interact over time. In this paper, we present a first model to capture the micro-foundations of social networks evolution, where boundedly rational agents of…

社会与信息网络 · 计算机科学 2015-08-17 Ahmed M. Alaa , Kartik Ahuja , Mihaela van der Schaar

We study the self-assembly of a complex network of collaborations among self-interested agents. The agents can maintain different levels of cooperation with different partners. Further, they continuously, selectively, and independently…

物理与社会 · 物理学 2015-05-13 Anne-Ly Do , Lars Rudolf , Thilo Gross

I discuss economic and social sources of inequality and elaborate on the role of social networks in inequality, economic immobility, and economic inefficiencies. The lens of social networks clarifies how the entanglement of people's…

综合经济学 · 经济学 2025-06-17 Matthew O. Jackson

In social networks, it is conventionally thought that two individuals with more overlapped friends tend to establish a new friendship, which could be stated as homophily breeding new connections. While the recent hypothesis of maximum…

社会与信息网络 · 计算机科学 2016-02-17 Jichang Zhao , Xiao Liang , Ke Xu

How do inter-organizational networks emerge? Accounting for interdependence among ties while studying tie formation is one of the key challenges in this area of research. We address this challenge using an equilibrium framework where firms'…

计量经济学 · 经济学 2021-05-04 Shweta Gaonkar , Angelo Mele

Constituents of complex systems interact with each other and self-organize to form complex networks. Empirical results show that the link formation process of many real networks follows either the global principle of popularity or the local…

We study a model of innovation with a large number of firms that create new technologies by combining several discrete ideas. These ideas are created via private investment and spread between firms. Firms face a choice between secrecy,…

理论经济学 · 经济学 2022-04-01 Krishna Dasaratha

Growing network models can potentially be a useful tool in the development of economic theory. This work introduces an "opportunistic attachment" mechanism where incoming nodes, in deciding where to join a network, consider features of the…

物理与社会 · 物理学 2026-04-21 Carolina ES Mattsson

We provide a strategic model of the formation of production networks that subsumes the standard general equilibrium approach. The objective of firms in our setting is to choose their supply relationships so as to maximize their profit at…

理论经济学 · 经济学 2025-05-07 Antoine Mandel , Van-Quy Nguyen , Bach Dong-Xuan

There is growing recognition that the network structures arising from interactions between different entities in physical, social and biological systems fundamentally alter the evolutionary outcomes. Previous paradigm exploring evolutionary…

物理与社会 · 物理学 2023-08-08 Yao Meng , Sean P. Cornelius , Yang-Yu Liu , Aming Li

Generating social networks is essential for many applications, such as epidemic modeling and social simulations. The emergence of generative AI, especially large language models (LLMs), offers new possibilities for social network…

计算机与社会 · 计算机科学 2025-03-31 Serina Chang , Alicja Chaszczewicz , Emma Wang , Maya Josifovska , Emma Pierson , Jure Leskovec
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