EPJ Data Science

Open Access

Estimating tie strength in social networks using temporal communication data 37

Javier Ureña-Carrion, Jari Saramäki and Mikko Kivelä

Published online: 14 December 2020

DOI: 10.1140/epjds/s13688-020-00256-5

Open Access

Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach 36

Takahiro Yabe, Yunchang Zhang and Satish V. Ukkusuri

Published online: 07 December 2020

DOI: 10.1140/epjds/s13688-020-00255-6

Open Access

A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter 35

Francesco Pierri, Carlo Piccardi and Stefano Ceri

Published online: 23 November 2020

DOI: 10.1140/epjds/s13688-020-00253-8

Open Access

Scholarly migration within Mexico: analyzing internal migration among researchers using Scopus longitudinal bibliometric data 34

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

Published online: 05 November 2020

DOI: 10.1140/epjds/s13688-020-00252-9

Open Access

The great divide: drivers of polarization in the US public 32

Lucas Böttcher and Hans Gersbach

Published online: 28 October 2020

DOI: 10.1140/epjds/s13688-020-00249-4

Open Access

Human biases in body measurement estimation 31

Kirill Martynov, Kiran Garimella and Robert West

Published online: 27 October 2020

DOI: 10.1140/epjds/s13688-020-00250-x

Open Access

Susceptible-infected-spreading-based network embedding in static and temporal networks 30

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

Published online: 16 October 2020

DOI: 10.1140/epjds/s13688-020-00248-5

Open Access

Modeling and predicting evacuation flows during hurricane Irma 29

Lingzi Hong and Vanessa Frias-Martinez

Published online: 29 September 2020

DOI: 10.1140/epjds/s13688-020-00247-6

Open Access

Early detection of influenza outbreak using time derivative of incidence 28

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

Published online: 11 September 2020

DOI: 10.1140/epjds/s13688-020-00246-7

Open Access

Estimating educational outcomes from students’ short texts on social media 27

Ivan Smirnov

Published online: 01 September 2020

DOI: 10.1140/epjds/s13688-020-00245-8

Open Access

Enriching feature engineering for short text samples by language time series analysis 26

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

Published online: 31 August 2020

DOI: 10.1140/epjds/s13688-020-00244-9

Open Access

Estimating community feedback effect on topic choice in social media with predictive modeling 25

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

Published online: 31 August 2020

DOI: 10.1140/epjds/s13688-020-00243-w

Open Access

A weighted travel time index based on data from Uber Movement 24

Renato S. Vieira and Eduardo A. Haddad

Published online: 08 August 2020

DOI: 10.1140/epjds/s13688-020-00241-y

Open Access

Efficient algorithm to compute Markov transitional probabilities for a desired PageRank 23

Gábor Berend

Published online: 29 July 2020

DOI: 10.1140/epjds/s13688-020-00240-z

Open Access

Mapping socioeconomic indicators using social media advertising data 22

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

Published online: 29 July 2020

DOI: 10.1140/epjds/s13688-020-00235-w

Open Access

The Butterfly “Affect”: impact of development practices on cryptocurrency prices 21

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

Published online: 23 July 2020

DOI: 10.1140/epjds/s13688-020-00239-6

Open Access

Segregated interactions in urban and online space 20

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

Published online: 10 July 2020

DOI: 10.1140/epjds/s13688-020-00238-7

Open Access

Temporal social network reconstruction using wireless proximity sensors: model selection and consequences 19

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

Published online: 08 July 2020

DOI: 10.1140/epjds/s13688-020-00237-8

Open Access

Which politicians receive abuse? Four factors illuminated in the UK general election 2019 18

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

Published online: 02 July 2020

DOI: 10.1140/epjds/s13688-020-00236-9

Open Access

Economic outcomes predicted by diversity in cities 17

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

Published online: 24 June 2020

DOI: 10.1140/epjds/s13688-020-00234-x

Open Access

Hypernetwork science via high-order hypergraph walks 16

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

Published online: 10 June 2020

DOI: 10.1140/epjds/s13688-020-00231-0

Open Access

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection 15

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

Published online: 09 June 2020

DOI: 10.1140/epjds/s13688-020-00233-y

Open Access

In search of art: rapid estimates of gallery and museum visits using Google Trends 14

Federico Botta, Tobias Preis and Helen Susannah Moat

Published online: 05 June 2020

DOI: 10.1140/epjds/s13688-020-00232-z

Open Access

PepMusic: motivational qualities of songs for daily activities 13

Yongsung Kim, Luca Maria Aiello and Daniele Quercia

Published online: 24 May 2020

DOI: 10.1140/epjds/s13688-020-0221-9

Open Access

Public debate in the media matters: evidence from the European refugee crisis 12

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

Published online: 13 May 2020

DOI: 10.1140/epjds/s13688-020-00229-8

Open Access

Comparative analysis of layered structures in empirical investor networks and cellphone communication networks 11

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

Published online: 07 May 2020

DOI: 10.1140/epjds/s13688-020-00230-1

Open Access

News and the city: understanding online press consumption patterns through mobile data 10

Salvatore Vilella, Daniela Paolotti, Giancarlo Ruffo and Leo Ferres

Published online: 29 April 2020

DOI: 10.1140/epjds/s13688-020-00228-9

Open Access

Success and luck in creative careers 9

Milán Janosov, Federico Battiston and Roberta Sinatra

Published online: 28 April 2020

DOI: 10.1140/epjds/s13688-020-00227-w

Open Access

A new set of cluster driven composite development indicators 8

Anshul Verma, Orazio Angelini and Tiziana Di Matteo

Published online: 10 April 2020

DOI: 10.1140/epjds/s13688-020-00225-y

Open Access

Fake news propagates differently from real news even at early stages of spreading 7

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

Published online: 03 April 2020

DOI: 10.1140/epjds/s13688-020-00224-z

Open Access

Measuring the effect of node aggregation on community detection 6

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

Published online: 11 March 2020

DOI: 10.1140/epjds/s13688-020-00223-0

Open Access

Measuring and mitigating behavioural segregation using Call Detail Records 5

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

Published online: 06 March 2020

DOI: 10.1140/epjds/s13688-020-00222-1

Open Access

The shocklet transform: a decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series 3

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

Published online: 07 February 2020

DOI: 10.1140/epjds/s13688-020-0220-x

Open Access

Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks 2

Doheum Park, Juhan Nam and Juyong Park

Published online: 30 January 2020

DOI: 10.1140/epjds/s13688-019-0214-8

Open Access

The individual dynamics of affective expression on social media 1

Max Pellert, Simon Schweighofer and David Garcia

Published online: 09 January 2020

DOI: 10.1140/epjds/s13688-019-0219-3

EPJ

EPJ Data Science

Volume 9 / No 1 (December 2020)

Individual and Collective Human Mobility: Description, Modelling, Prediction

A network theory of inter-firm labor flows 33

Estimating tie strength in social networks using temporal communication data 37

Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach 36

A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter 35

Scholarly migration within Mexico: analyzing internal migration among researchers using Scopus longitudinal bibliometric data 34

The great divide: drivers of polarization in the US public 32

Human biases in body measurement estimation 31

Susceptible-infected-spreading-based network embedding in static and temporal networks 30

Modeling and predicting evacuation flows during hurricane Irma 29

Early detection of influenza outbreak using time derivative of incidence 28

Estimating educational outcomes from students’ short texts on social media 27

Enriching feature engineering for short text samples by language time series analysis 26

Estimating community feedback effect on topic choice in social media with predictive modeling 25

A weighted travel time index based on data from Uber Movement 24

Efficient algorithm to compute Markov transitional probabilities for a desired PageRank 23

Mapping socioeconomic indicators using social media advertising data 22

The Butterfly “Affect”: impact of development practices on cryptocurrency prices 21

Segregated interactions in urban and online space 20

Temporal social network reconstruction using wireless proximity sensors: model selection and consequences 19

Which politicians receive abuse? Four factors illuminated in the UK general election 2019 18

Economic outcomes predicted by diversity in cities 17

Hypernetwork science via high-order hypergraph walks 16

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection 15

In search of art: rapid estimates of gallery and museum visits using Google Trends 14

PepMusic: motivational qualities of songs for daily activities 13

Public debate in the media matters: evidence from the European refugee crisis 12

Comparative analysis of layered structures in empirical investor networks and cellphone communication networks 11

News and the city: understanding online press consumption patterns through mobile data 10

Success and luck in creative careers 9

A new set of cluster driven composite development indicators 8

Fake news propagates differently from real news even at early stages of spreading 7

Measuring the effect of node aggregation on community detection 6

Measuring and mitigating behavioural segregation using Call Detail Records 5

The shocklet transform: a decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series 3

Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks 2

The individual dynamics of affective expression on social media 1

Conference announcements