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EPJ Data Science

Ausgabe 1/2018

Inhalt (50 Artikel)

Open Access Regular article

Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces

Yongli Ren, Martin Tomko, Flora D Salim, Jeffrey Chan, Mark Sanderson

Open Access Regular article

Understanding predictability and exploration in human mobility

Andrea Cuttone, Sune Lehmann, Marta C. González

Open Access Regular article

Collective aspects of privacy in the Twitter social network

David Garcia, Mansi Goel, Amod Kant Agrawal, Ponnurangam Kumaraguru

Open Access Regular article

A scalable method to quantify the relationship between urban form and socio-economic indexes

Alessandro Venerandi, Giovanni Quattrone, Licia Capra

Open Access Regular article

Feature analysis of multidisciplinary scientific collaboration patterns based on PNAS

Zheng Xie, Miao Li, Jianping Li, Xiaojun Duan, Zhenzheng Ouyang

Open Access Regular article

Discovering temporal regularities in retail customers’ shopping behavior

Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti

Open Access Regular article

Success in books: a big data approach to bestsellers

Burcu Yucesoy, Xindi Wang, Junming Huang, Albert-László Barabási

Open Access Regular article

Methods for quantifying effects of social unrest using credit card transaction data

Xiaowen Dong, Joachim Meyer, Erez Shmueli, Burçin Bozkaya, Alex Pentland

Open Access Regular article

Network of families in a contemporary population: regional and cultural assortativity

Kunal Bhattacharya, Venla Berg, Asim Ghosh, Daniel Monsivais, János Kertész, Kimmo Kaski, Anna Rotkirch

Open Access Regular article

Academic performance and behavioral patterns

Valentin Kassarnig, Enys Mones, Andreas Bjerre-Nielsen, Piotr Sapiezynski, David Dreyer Lassen, Sune Lehmann

Open Access Regular article

Can co-location be used as a proxy for face-to-face contacts?

Mathieu Génois, Alain Barrat

Open Access Regular article

Mapping the international health aid community using web data

Michele Coscia, Katsumasa Hamaguchi, Maria Elena Pinglo, Antonio Giuffrida

Open Access Regular article

Predicting the temporal activity patterns of new venues

Krittika D’Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo, Max Sklar

Open Access Regular article

Resilience analytics: coverage and robustness in multi-modal transportation networks

Abdelkader Baggag, Sofiane Abbar, Tahar Zanouda, Jaideep Srivastava

Open Access Regular article

Social dynamics of financial networks

Teruyoshi Kobayashi, Taro Takaguchi

Open Access Regular article

Inferences about spatiotemporal variation in dengue virus transmission are sensitive to assumptions about human mobility: a case study using geolocated tweets from Lahore, Pakistan

Moritz U. G. Kraemer, D. Bisanzio, R. C. Reiner, R. Zakar, J. B. Hawkins, C. C. Freifeld, D. L. Smith, S. I. Hay, J. S. Brownstein, T. Alex Perkins

Open Access Regular article

A comparison of spatial-based targeted disease mitigation strategies using mobile phone data

Stefania Rubrichi, Zbigniew Smoreda, Mirco Musolesi

Open Access Regular article

Extroverts tweet differently from introverts in Weibo

Zhenkun Zhou, Ke Xu, Jichang Zhao

Open Access Regular article

Travelers or locals? Identifying meaningful sub-populations from human movement data in the absence of ground truth

Luca Scherrer, Martin Tomko, Peter Ranacher, Robert Weibel

Open Access Regular article

On the predictability of the popularity of online recipes

Christoph Trattner, Dominik Moesslang, David Elsweiler

Open Access Regular article

The canary in the city: indicator groups as predictors of local rent increases

Aike A. Steentoft, Ate Poorthuis, Bu-Sung Lee, Markus Schläpfer

Open Access regular article

Debye–Hückel theory for refugees’ migration

Sara Najem, Ghaleb Faour

Open Access Regular article

Understanding coupling dynamics of public transportation networks

Zhihao Zheng, Zhiren Huang, Fan Zhang, Pu Wang

Open Access Regular article

Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach

Nataša Djurdjevac Conrad, Luzie Helfmann, Johannes Zonker, Stefanie Winkelmann, Christof Schütte

Open Access Regular article

Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement

Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Franco Zambonelli, Alex Pentland

Open Access Research

Mining large-scale human mobility data for long-term crime prediction

Cristina Kadar, Irena Pletikosa

Open Access Regular article

The interhospital transfer network for very low birth weight infants in the United States

Munik Shrestha, Samuel V. Scarpino, Erika M. Edwards, Lucy T. Greenberg, Jeffrey D. Horbar

Open Access Regular article

Shopping mall attraction and social mixing at a city scale

Mariano G. Beiró, Loreto Bravo, Diego Caro, Ciro Cattuto, Leo Ferres, Eduardo Graells-Garrido

Open Access Regular article

Spatio-temporal variations in the urban rhythm: the travelling waves of crime

Marcos Oliveira, Eraldo Ribeiro, Carmelo Bastos-Filho, Ronaldo Menezes

Open Access Regular article

Blockchain inefficiency in the Bitcoin peers network

Giuseppe Pappalardo, Tiziana Di Matteo, Guido Caldarelli, Tomaso Aste

Open Access Regular article

Analyzing and predicting the spatial penetration of Airbnb in U.S. cities

Giovanni Quattrone, Andrew Greatorex, Daniele Quercia, Licia Capra, Mirco Musolesi

Open Access Regular article

Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

Open Access Regular article

Link transmission centrality in large-scale social networks

Qian Zhang, Márton Karsai, Alessandro Vespignani

Open Access Regular article

Are the different layers of a social network conveying the same information?

Ajaykumar Manivannan, W. Quin Yow, Roland Bouffanais, Alain Barrat

Open Access Regular article

Complex delay dynamics on railway networks from universal laws to realistic modelling

Bernardo Monechi, Pietro Gravino, Riccardo Di Clemente, Vito D. P. Servedio

Open Access Letter

Understanding the interplay between social and spatial behaviour

Laura Alessandretti, Sune Lehmann, Andrea Baronchelli

Open Access Regular article

Commuting patterns: the flow and jump model and supporting data

Levente Varga, Géza Tóth, Zoltán Néda

Open Access Regular article

Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption

Francesco Parino, Mariano G. Beiró, Laetitia Gauvin

Open Access Regular article

Capturing the fast-food landscape in England using large-scale network analysis

Magda Baniukiewicz, Zachariah L. Dick, Philippe J. Giabbanelli

Open Access Regular article

Prestige drives epistemic inequality in the diffusion of scientific ideas

Allison C. Morgan, Dimitrios J. Economou, Samuel F. Way, Aaron Clauset

Open Access Regular article

Behavioral attributes and financial churn prediction

Erdem Kaya, Xiaowen Dong, Yoshihiko Suhara, Selim Balcisoy, Burcin Bozkaya, Alex “Sandy” Pentland

Open Access Regular article

Traveling heterogeneity in public transportation

Caio Ponte, Hygor Piaget M. Melo, Carlos Caminha, José S. Andrade Jr., Vasco Furtado

Open Access Regular article

Crime event prediction with dynamic features

Shakila Khan Rumi, Ke Deng, Flora Dilys Salim

Open Access Regular article

Unraveling pedestrian mobility on a road network using ICTs data during great tourist events

Chiara Mizzi, Alessandro Fabbri, Sandro Rambaldi, Flavio Bertini, Nico Curti, Stefano Sinigardi, Rachele Luzi, Giulia Venturi, Micheli Davide, Giuliano Muratore, Aldo Vannelli, Armando Bazzani

Open Access Regular article

Social network differences of chronotypes identified from mobile phone data

Talayeh Aledavood, Sune Lehmann, Jari Saramäki

Open Access Regular article

Home is where the ad is: online interest proxies housing demand

Marco Pangallo, Michele Loberto

Open Access Regular article

Optimal prediction of decisions and model selection in social dilemmas using block models

Sergio Cobo-López, Antonia Godoy-Lorite, Jordi Duch, Marta Sales-Pardo, Roger Guimerà

Open Access Regular article

Inferring modes of transportation using mobile phone data

Eduardo Graells-Garrido, Diego Caro, Denis Parra

Open Access Regular article

Tampering with Twitter’s Sample API

Jürgen Pfeffer, Katja Mayer, Fred Morstatter