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20112026
most citedEmpirical analysis of collective human behavior for extraordinary events in blogosphere

53 citations · 157 across the 12 of their papers we have counts for

collaborators

12 papers

physics.soc-ph2026

Zipf's law before the monetary economy and written administration: volume distribution of kofun, ancient Japanese burial mounds

Hayafumi Watanabe

We analyze the volume distribution of kofun, large mounded tombs constructed in the Japanese archipelago mainly from the mid-third through the seventh century CE. We ask whether th…

physics.soc-ph2025★ 1 cited

Sub-exponential Growth Dynamics in Complex Systems: A Piecewise Power-Law Model for the Diffusion of New Words and Names

Hayafumi Watanabe

The diffusion of ideas and language in society has conventionally been described by S-shaped models, such as the logistic curve. However, the role of sub-exponential growth -- a sl…

physics.soc-ph2022★ 1 cited

A minor extension of the logistic equation for growth of word counts on online media: Parametric description of diversity of growth phenomena in society

Hayafumi Watanabe

To understand the growing phenomena of new vocabulary on nationwide online social media, we analyzed monthly word count time series extracted from approximately 1 billion Japanese…

physics.soc-ph2021

Relations between anomalous diffusion and fluctuation scaling: The case of ultraslow diffusion and time-scale-independent fluctuation scaling in language

Hayafumi Watanabe

Fluctuation scaling (FS) and anomalous diffusion have been discussed in different contexts, even though both are often observed in complex systems. To clarify the relationship betw…

physics.soc-ph2018★ 14 cited

Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words

Hayafumi Watanabe

Ultraslow diffusion (i.e. logarithmic diffusion) has been extensively studied theoretically, but has hardly been observed empirically. In this paper, firstly, we find the ultraslow…

physics.soc-ph2017

Ultraslow diffusion in language: Dynamics of appearance of already popular adjectives on Japanese blogs

Hayafumi Watanabe

What dynamics govern a time series representing the appearance of words in social media data? In this paper, we investigate an elementary dynamics, from which word-dependent specia…

physics.soc-ph2016★ 7 cited

Statistical properties of fluctuations of time series representing the appearance of words in nationwide blog data and their applications: An example of observations and the modelling of fluctuation scalings of nonstationary time series

Hayafumi Watanabe, Yukie Sano, Hideki Takayasu +1

To elucidate the non-trivial empirical statistical properties of fluctuations of a typical non-steady time series representing the appearance of words in blogs, we investigated app…

q-fin.GN2014★ 1 cited

Mean field approximation for biased diffusion on Japanese inter-firm trading network

Hayafumi Watanabe

By analysing the financial data of firms across Japan, a nonlinear power law with an exponent of 1.3 was observed between the number of business partners (i.e. the degree of the in…

physics.soc-ph2013★ 31 cited

Generalised central limit theorems for growth rate distribution of complex systems

Misako Takayasu, Hayafumi Watanabe, Hideki Takayasu

We introduce a solvable model of randomly growing systems consisting of many independent subunits. Scaling relations and growth rate distributions in the limit of infinite subunits…

physics.soc-ph2012★ 30 cited

Relations between allometric scalings and fluctuations in complex systems: The case of Japanese firms

Hayafumi Watanabe, Hideki Takayasu, Misako Takayasu

To elucidate allometric scaling in complex systems, we investigated the underlying scaling relationships between typical three-scale indicators for approximately 500,000 Japanese f…

q-fin.GN2011★ 19 cited

Biased diffusion on Japanese inter-firm trading network: Estimation of sales from network structure

Hayafumi Watanabe, Hideki Takayasu, Misako Takayasu

To investigate the actual phenomena of transport on a complex network, we analysed empirical data for an inter-firm trading network, which consists of about one million Japanese fi…

physics.soc-ph2011★ 53 cited

Empirical analysis of collective human behavior for extraordinary events in blogosphere

Yukie Sano, Kenta Yamada, Hayafumi Watanabe +2

To uncover underlying mechanism of collective human dynamics, we survey more than 1.8 billion blog entries and observe the statistical properties of word appearances. We focus on w…