Search Results - "Takayasu, Hideki"
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Derivation of the Boltzmann Equation for Financial Brownian Motion: Direct Observation of the Collective Motion of High-Frequency Traders
Published in Physical review letters (30-03-2018)“…A microscopic model is established for financial Brownian motion from the direct observation of the dynamics of high-frequency traders (HFTs) in a foreign…”
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Human mobility description by physical analogy of electric circuit network based on GPS data
Published in Scientific reports (11-06-2024)“…Human mobility in an urban area is complicated; the origins, destinations, and transportation modes of each person differ. The quantitative description of…”
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A Markov network approach for reproducing purchase behaviours observed in convenience stores
Published in Scientific reports (07-05-2024)“…The convenience store industry in Japan holds immense significance, making a thorough comprehension of customer purchase behaviour invaluable for companies…”
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Classification of endogenous and exogenous bursts in collective emotions based on Weibo comments during COVID-19
Published in Scientific reports (24-02-2022)“…Bursts and collective emotion have been widely studied in social physics field where researchers use mathematical models to understand human social dynamics…”
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Universal scaling laws of collective human flow patterns in urban regions
Published in Scientific reports (08-12-2020)“…Detail observation of human locations became available recently by the development of information technology such as mobile phones with GPS (Global Positioning…”
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Integration of B-to-B trade network models of structural evolution and monetary flows reproducing all major empirical laws
Published in Scientific reports (26-02-2024)“…We develop a single two-layered model framework that captures and replicates both the statistical properties of the network as well as those of the intrinsic…”
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Direct modelling from GPS data reveals daily-activity-dependency of effective reproduction number in COVID-19 pandemic
Published in Scientific reports (25-10-2022)“…During the COVID-19 pandemic, governments faced difficulties in implementing mobility restriction measures, as no clear quantitative relationship between human…”
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Diffusion-Localization Transition Point of Gravity Type Transport Model on Regular Ring Lattices and Bethe Lattices
Published in Journal of statistical physics (01-03-2022)“…Focusing on the diffusion-localization transition, we theoretically analyzed a nonlinear gravity-type transport model defined on networks called regular ring…”
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Potential fields and fluctuation-dissipation relations derived from human flow in urban areas modeled by a network of electric circuits
Published in Scientific reports (15-06-2022)“…Owing to the big data the extension of physical laws on nonmaterial has seen numerous successes, and human mobility is one of the scientific frontier topics…”
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Classification of position management strategies at the order-book level and their influences on future market-price formation
Published in PloS one (23-08-2019)“…Financial prices fluctuate as a results of the market impact of the flow of transactions between traders. Reciprocally, several studies of market…”
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Rumor diffusion and convergence during the 3.11 earthquake: a twitter case study
Published in PloS one (01-04-2015)“…We focus on Internet rumors and present an empirical analysis and simulation results of their diffusion and convergence during emergencies. In particular, we…”
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Exact Solution to Two-Body Financial Dealer Model: Revisited from the Viewpoint of Kinetic Theory
Published in Journal of statistical physics (01-01-2023)“…The two-body stochastic dealer model is revisited to provide an exact solution to the average order-book profile using the kinetic approach. The dealer model…”
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Ecology of trading strategies in a forex market for limit and market orders
Published in PloS one (17-12-2018)“…There is a growing interest to understand financial markets as ecological systems, where the variety of trading strategies correspond to that of biological…”
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Scale-dependent power law properties in hashtag usage time series of Weibo
Published in Scientific reports (15-12-2023)“…We analyze the time series of hashtag numbers of social media data. We observe that the usage distribution of hashtags is characterized by a fat-tailed…”
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The microscopic relationships between triangular arbitrage and cross-currency correlations in a simple agent based model of foreign exchange markets
Published in PloS one (24-06-2020)“…Foreign exchange rates movements exhibit significant cross-correlations even on very short time-scales. The effect of these statistical relationships become…”
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Extraction of Important Factors in a High-Dimensional Data Space: An Application for High-Growth Firms
Published in Entropy (Basel, Switzerland) (10-03-2023)“…We introduce a new non-black-box method of extracting multiple areas in a high-dimensional big data space where data points that satisfy specific conditions…”
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Diffusion-localization transition caused by nonlinear transport on complex networks
Published in Scientific reports (03-04-2018)“…We analyzed nonlinear transport as defined for directed complex networks, where the flux from one node to a neighboring node is given preferentially according…”
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Hubs and authorities in the world trade network using a weighted HITS algorithm
Published in PloS one (22-07-2014)“…We investigate the economic hubs and authorities of the world trade network (WTN) from 1992 to 2012, an era of rapid economic globalization. Using a…”
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Time evolution of companies towards a stable scaling curve obtained from flow diagrams in three-dimensional phase space
Published in New journal of physics (23-04-2019)“…Although scaling relations of power law forms have been revealed in a wide variety of complex systems, the origin of scaling relations in real systems remains…”
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