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Human social interactions tend to vary in intensity over time, whether they are in person or online. Variable rates of interaction in structured populations can be described by networks with the time-varying activity of links and nodes. One…

物理与社会 · 物理学 2023-04-17 Anzhi Sheng , Qi Su , Aming Li , Long Wang , Joshua B. Plotkin

The dynamics of many social, technological and economic phenomena are driven by individual human actions, turning the quantitative understanding of human behavior into a central question of modern science. Current models of human dynamics,…

统计力学 · 物理学 2009-11-11 Albert-László Barabási

Bursty dynamics is a common temporal property of various complex systems in Nature but it also characterises the dynamics of human actions and interactions. At the phenomenological level it is a feature of all systems that evolve…

物理与社会 · 物理学 2018-03-08 Márton Karsai , Hang-Hyun Jo , Kimmo Kaski

Current models of human dynamics, used from risk assessment to communications, assume that human actions are randomly distributed in time and thus well approximated by Poisson processes. We provide direct evidence that for five human…

物理与社会 · 物理学 2009-11-11 A. Vazquez , J. Gama Oliveira , Z. Dezso , K. -I. Goh , I. Kondor , A. -L. Barabasi

Bursty dynamics characterizes systems that evolve through short active periods of several events, which are separated by long periods of inactivity. Systems with such temporal heterogeneities are not only found in nature but also include…

物理与社会 · 物理学 2024-12-19 Márton Karsai , Hang-Hyun Jo

The dynamics of a wide range of real systems, from email patterns to earthquakes, display a bursty, intermittent nature, characterized by short timeframes of intensive activity followed by long times of no or reduced activity. The…

数据分析、统计与概率 · 物理学 2007-05-23 Kwang-Il Goh , Albert-Laszlo Barabasi

Characterizing bursty temporal interaction patterns of temporal networks is crucial to investigate the evolution of temporal networks as well as various collective dynamics taking place in them. The temporal interaction patterns have been…

物理与社会 · 物理学 2019-07-31 Hang-Hyun Jo , Takayuki Hiraoka

Inhomogeneous temporal processes, like those appearing in human communications, neuron spike trains, and seismic signals, consist of high-activity bursty intervals alternating with long low-activity periods. In recent studies such bursty…

物理与社会 · 物理学 2011-12-01 Márton Karsai , Kimmo Kaski , Albert-László Barabási , János Kertész

The temporal communication patterns of human individuals are known to be inhomogeneous or bursty, which is reflected as the heavy tail behavior in the inter-event time distribution. As the cause of such bursty behavior two main mechanisms…

物理与社会 · 物理学 2012-01-30 Hang-Hyun Jo , Márton Karsai , János Kertész , Kimmo Kaski

Whether an idea, information, infection, or innovation diffuses throughout a society depends not only on the structure of the network of interactions, but also on the timing of those interactions. Recent studies have shown that diffusion…

物理与社会 · 物理学 2017-12-19 Mohammad Akbarpour , Matthew O. Jackson

Quantitative understanding of human behaviors provides elementary comprehension of the complexity of many human-initiated systems. A basic assumption embedded in the previous analyses on human dynamics is that its temporal statistics are…

物理与社会 · 物理学 2009-07-31 Tao Zhou , Xiaopu Han , Binghong Wang

Records of social interactions provide us with new sources of data for understanding how interaction patterns affect collective dynamics. Such human activity patterns are often bursty, i.e., they consist of short periods of intense activity…

物理与社会 · 物理学 2015-06-05 Taro Takaguchi , Naoki Masuda , Petter Holme

Temporal inhomogeneities in event sequences of natural and social phenomena have been characterized in terms of interevent times and correlations between interevent times. The inhomogeneities of interevent times have been extensively…

物理与社会 · 物理学 2018-03-20 Hang-Hyun Jo , Takayuki Hiraoka

A diverse variety of processes --- including recurrent disease episodes, neuron firing, and communication patterns among humans --- can be described using inter-event time (IET) distributions. Many such processes are ongoing, although event…

物理与社会 · 物理学 2015-12-09 Mikko Kivelä , Mason A. Porter

Patterns of deliberate human activity and behavior are of utmost importance in areas as diverse as disease spread, resource allocation, and emergency response. Because of its widespread availability and use, e-mail correspondence provides…

物理与社会 · 物理学 2009-01-08 R. Dean Malmgren , Daniel B. Stouffer , Adilson E. Motter , Luis A. N. Amaral

Vocal responses from caregivers are believed to promote more frequent and more advanced infant vocalizations. However, studies that examine this relationship typically do not account for the fact that infant and adult vocalizations are…

神经元与认知 · 定量生物学 2025-05-21 VPS Ritwika , Sara Schneider , Lukas D. Lopez , Jeffrey Mai , Ajay Gopinathan , Christopher T. Kello , Anne S. Warlaumont

We construct the temporal network using the two-dimensional active particle systems which are described by the Vicsek model. The bursts of the interevent times for a specific pair of particles are investigated numerically. We find that for…

统计力学 · 物理学 2022-10-18 Wei Zhong , Youjin Deng , Daxing Xiong

A number of human activities exhibit a bursty pattern, namely periods of very high activity that are followed by rest periods. Records of these processes generate time series of events whose inter-event times follow a probability…

Using empirical data from a social media site (Twitter) and on trading volumes of financial securities, we analyze the correlated human activity in massive social organizations. The activity, typically excited by real-world events and…

物理与社会 · 物理学 2013-10-29 Joachim Mathiesen , Luiza Angheluta , Peter T. H. Ahlgren , Mogens H. Jensen

Current models for opinion dynamics typically utilize a Poisson process for speaker selection, making the waiting time between events exponentially distributed. Human interaction tends to be bursty, though, having higher probabilities of…

物理与社会 · 物理学 2017-07-28 Casey Doyle , Boleslaw Szymanski , Gyorgy Korniss
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