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The friendship paradox states that, on average, our friends have more friends than we do. In network terms, the average degree over the nodes can never exceed the average degree over the neighbours of nodes. This effect, which is a classic…

离散数学 · 计算机科学 2018-07-05 Desmond J. Higham

Generalized friendship paradoxes occur when, on average, our friends have more of some attribute than us. These paradoxes are relevant to many aspects of human interaction, notably in social science and epidemiology. Here, we derive new…

物理与社会 · 物理学 2026-01-28 Desmond J. Higham , Francesco Hrobat , Francesco Tudisco

The friendship paradox is the observation that the degrees of the neighbors of a node in any network will, on average, be greater than the degree of the node itself. In common parlance, your friends have more friends than you do. In this…

社会与信息网络 · 计算机科学 2021-10-26 George T. Cantwell , Alec Kirkley , M. E. J. Newman

The classical friendship paradox asserts that, on average, an individual's neighbors have a higher degree than the individual. This statement concerns network-level means and does not describe how often a typical node is locally dominated…

物理与社会 · 物理学 2026-04-22 Sang Hoon Lee

The friendship paradox refers to the sociological observation that, while the people's assessment of their own popularity is typically self-aggrandizing, in reality they are less popular than their friends. The generalized friendship…

物理与社会 · 物理学 2014-10-03 Babak Fotouhi , Naghmeh Momeni , Michael G. Rabbat

The Friendship Paradox--the principle that "your friends have more friends than you do"--is a combinatorial fact about degrees in a graph; but given that many web-based social activities are correlated with a user's degree, this fact has…

社会与信息网络 · 计算机科学 2023-05-09 Anna Evtushenko , Jon Kleinberg

The friendship paradox states that your friends have on average more friends than you have. Does the paradox "hold" for other individual characteristics like income or happiness? To address this question, we generalize the friendship…

社会与信息网络 · 计算机科学 2014-04-11 Young-Ho Eom , Hang-Hyun Jo

The friendship paradox is the phenomenon that in social networks, people on average have fewer friends than their friends do. The generalized friendship paradox is an extension to attributes other than the number of friends. The friendship…

社会与信息网络 · 计算机科学 2016-02-12 Naghmeh Momeni , Michael Rabbat

The friendship paradox is a sociological phenomenon stating that most people have fewer friends than their friends do. The generalized friendship paradox refers to the same observation for attributes other than degree, and it has been…

社会与信息网络 · 计算机科学 2014-11-04 Naghmeh Momeni , Michael G. Rabbat

One of interesting phenomena due to topological heterogeneities in complex networks is the friendship paradox: Your friends have on average more friends than you do. Recently, this paradox has been generalized for arbitrary node attributes,…

物理与社会 · 物理学 2014-08-26 Hang-Hyun Jo , Young-Ho Eom

The friendship paradox in social networks states that your friends have more friends than you do, on average. Recently, a stronger variant of the paradox was shown to hold for most people within a network: `most of your friends have more…

社会与信息网络 · 计算机科学 2024-12-04 Kristina Lerman

One of the interesting phenomena due to the topological heterogeneities in complex networks is the friendship paradox, stating that your friends have on average more friends than you do. Recently, this paradox has been generalized for…

物理与社会 · 物理学 2021-11-16 Hang-Hyun Jo , Eun Lee , Young-Ho Eom

The Friendship Paradox is a simple and powerful statement about node degrees in a graph (Feld 1991). However, it only applies to undirected graphs with no edge weights, and the only node characteristic it concerns is degree. Since many…

社会与信息网络 · 计算机科学 2024-06-18 Anna Evtushenko , Jon Kleinberg

The "friendship paradox" of social networks states that, on average, "your friends have more friends than you do." Here, we theoretically and empirically explore a related and overlooked paradox we refer to as the "enmity paradox." We use…

社会与信息网络 · 计算机科学 2023-04-21 Amir Ghasemian , Nicholas A. Christakis

The friendship paradox is revisited by considering both local and global averages of friends. How the economics of attention affects the recruitment of friends is examined. Statistical implications of varying individual attentions are…

社会与信息网络 · 计算机科学 2014-12-23 Subhash Kak

One interesting phenomenon that emerges from the typical structure of social networks is the friendship paradox. It states that your friends have on average more friends than you do. Recent efforts have explored variations of it, with…

社会与信息网络 · 计算机科学 2015-10-20 Fabrício Benevenuto , Alberto H. F. Laender , Bruno L. Alves

Homophily -- the tendency of nodes to connect to others of the same type -- is a central issue in the study of networks. Here we take a local view of homophily, defining notions of first-order homophily of a node (its individual tendency to…

社会与信息网络 · 计算机科学 2021-07-19 Anna Evtushenko , Jon Kleinberg

We consider the generalised friendship paradox, focussing on the number of triangles at a vertex as the relevant attribute. We show that, contrary to the setting where the attribute is the number of edges at a vertex or the number of wedges…

Social networks have many counter-intuitive properties, including the "friendship paradox" that states, on average, your friends have more friends than you do. Recently, a variety of other paradoxes were demonstrated in online social…

社会与信息网络 · 计算机科学 2014-03-31 Farshad Kooti , Nathan O. Hodas , Kristina Lerman

Our friends have more friends than we do. That is the basis of the friendship paradox. In mathematical terms, the mean number of friends of friends is higher than the mean number of friends. In the present study, we analyzed the…

社会与信息网络 · 计算机科学 2014-07-16 Marcos Amaku , Rafael I. Cipullo , José H. H. Grisi-Filho , Fernando S. Marques , Raul Ossada
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