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EPJ Data Science

Issue 1/2020

Content (36 Articles)

Open Access Regular article

The individual dynamics of affective expression on social media

Max Pellert, Simon Schweighofer, David Garcia

Open Access Regular article

The shocklet transform: a decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series

David Rushing Dewhurst, Thayer Alshaabi, Dilan Kiley, Michael V. Arnold, Joshua R. Minot, Christopher M. Danforth, Peter Sheridan Dodds

Open Access Regular article

Measuring and mitigating behavioural segregation using Call Detail Records

Daniel Rhoads, Ivan Serrano, Javier Borge-Holthoefer, Albert Solé-Ribalta

Open Access Regular article

Measuring the effect of node aggregation on community detection

Yérali Gandica, Adeline Decuyper, Christophe Cloquet, Isabelle Thomas, Jean-Charles Delvenne

Open Access Regular article

Fake news propagates differently from real news even at early stages of spreading

Zilong Zhao, Jichang Zhao, Yukie Sano, Orr Levy, Hideki Takayasu, Misako Takayasu, Daqing Li, Junjie Wu, Shlomo Havlin

Open Access Regular article

A new set of cluster driven composite development indicators

Anshul Verma, Orazio Angelini, Tiziana Di Matteo

Open Access Regular article

Success and luck in creative careers

Milán Janosov, Federico Battiston, Roberta Sinatra

Open Access Regular article

News and the city: understanding online press consumption patterns through mobile data

Salvatore Vilella, Daniela Paolotti, Giancarlo Ruffo, Leo Ferres

Open Access Regular article

Comparative analysis of layered structures in empirical investor networks and cellphone communication networks

Peng Wang, Jun-Chao Ma, Zhi-Qiang Jiang, Wei-Xing Zhou, Didier Sornette

Open Access Regular article

Public debate in the media matters: evidence from the European refugee crisis

Caleb M. Koch, Izabela Moise, Dirk Helbing, Karsten Donnay

Open Access Regular article

PepMusic: motivational qualities of songs for daily activities

Yongsung Kim, Luca Maria Aiello, Daniele Quercia

Open Access Regular article

In search of art: rapid estimates of gallery and museum visits using Google Trends

Federico Botta, Tobias Preis, Helen Susannah Moat

Open Access Regular article

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection

Mandana Saebi, Jian Xu, Lance M. Kaplan, Bruno Ribeiro, Nitesh V. Chawla

Open Access Regular article

Hypernetwork science via high-order hypergraph walks

Sinan G. Aksoy, Cliff Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine

Open Access Regular article

Economic outcomes predicted by diversity in cities

Shi Kai Chong, Mohsen Bahrami, Hao Chen, Selim Balcisoy, Burcin Bozkaya, Alex ‘Sandy’ Pentland

Open Access Regular article

Which politicians receive abuse? Four factors illuminated in the UK general election 2019

Genevieve Gorrell, Mehmet E. Bakir, Ian Roberts, Mark A. Greenwood, Kalina Bontcheva

Open Access Regular article

Temporal social network reconstruction using wireless proximity sensors: model selection and consequences

Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot, Márton Karsai

Open Access Regular article

Segregated interactions in urban and online space

Xiaowen Dong, Alfredo J. Morales, Eaman Jahani, Esteban Moro, Bruno Lepri, Burcin Bozkaya, Carlos Sarraute, Yaneer Bar-Yam, Alex Pentland

Open Access Regular article

The Butterfly “Affect”: impact of development practices on cryptocurrency prices

Silvia Bartolucci, Giuseppe Destefanis, Marco Ortu, Nicola Uras, Michele Marchesi, Roberto Tonelli

Open Access Regular article

Mapping socioeconomic indicators using social media advertising data

Masoomali Fatehkia, Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Manuel Garcia-Herranz, Ingmar Weber

Open Access Regular article

A weighted travel time index based on data from Uber Movement

Renato S. Vieira, Eduardo A. Haddad

Open Access Regular article

Estimating community feedback effect on topic choice in social media with predictive modeling

David Ifeoluwa Adelani, Ryota Kobayashi, Ingmar Weber, Przemyslaw A. Grabowicz

Open Access Regular article

Enriching feature engineering for short text samples by language time series analysis

Yichen Tang, Kelly Blincoe, Andreas W. Kempa-Liehr

Open Access Regular article

Early detection of influenza outbreak using time derivative of incidence

Woo-Sik Son, Ji-Eun Park, Okyu Kwon

Open Access Regular article

Modeling and predicting evacuation flows during hurricane Irma

Lingzi Hong, Vanessa Frias-Martinez

Open Access Regular article

Susceptible-infected-spreading-based network embedding in static and temporal networks

Xiu-Xiu Zhan, Ziyu Li, Naoki Masuda, Petter Holme, Huijuan Wang

Open Access Regular article

Human biases in body measurement estimation

Kirill Martynov, Kiran Garimella, Robert West

Open Access Regular article

The great divide: drivers of polarization in the US public

Lucas Böttcher, Hans Gersbach

Open Access Regular article

A network theory of inter-firm labor flows

Eduardo López, Omar A. Guerrero, Robert L. Axtell

Open Access Regular article

Scholarly migration within Mexico: analyzing internal migration among researchers using Scopus longitudinal bibliometric data

Andrea Miranda-González, Samin Aref, Tom Theile, Emilio Zagheni

Open Access Regular article

A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter

Francesco Pierri, Carlo Piccardi, Stefano Ceri

Open Access Regular article

Estimating tie strength in social networks using temporal communication data

Javier Ureña-Carrion, Jari Saramäki, Mikko Kivelä

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