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EPJ Data Science

Volume 8 / No 1 (December 2019)

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Individual and Collective Human Mobility: Description, Modelling, Prediction

Open Access

Regular article

Quantifying human mobility resilience to extreme events using geo-located social media data 18

Kamol Chandra Roy, Manuel Cebrian and Samiul Hasan

Published online: 22 May 2019

DOI: 10.1140/epjds/s13688-019-0196-6

Open Access

Regular article

Segregation in religion networks 6

Jiantao Hu, Qian-Ming Zhang and Tao Zhou

Published online: 01 March 2019

DOI: 10.1140/epjds/s13688-019-0184-x

Open Access

Regular article

Tracing patterns and shapes in remittance and migration networks via persistent homology 1

Paul Samuel P. Ignacio and Isabel K. Darcy

Published online: 05 January 2019

DOI: 10.1140/epjds/s13688-018-0179-z

Open Access

Regular article

The higher education space: connecting degree programs from individuals’ choices 39

Cristian Candia, Sara Encarnação and Flávio L. Pinheiro

Published online: 30 December 2019

DOI: 10.1140/epjds/s13688-019-0218-4

Open Access

Regular article

What did you see? A study to measure personalization in Google’s search engine 38

Tobias D. Krafft, Michael Gamer and Katharina A. Zweig

Published online: 16 December 2019

DOI: 10.1140/epjds/s13688-019-0217-5

Open Access

Regular article

Gravity law in the Chinese highway freight transportation networks 37

Li Wang, Jun-Chao Ma, Zhi-Qiang Jiang, Wanfeng Yan and Wei-Xing Zhou

Published online: 12 December 2019

DOI: 10.1140/epjds/s13688-019-0216-6

Open Access

Regular article

Following the footsteps of giants: modeling the mobility of historically notable individuals using Wikipedia 36

Lorenzo Lucchini, Sara Tonelli and Bruno Lepri

Published online: 12 December 2019

DOI: 10.1140/epjds/s13688-019-0215-7

Open Access

Regular article

Quantifying echo chamber effects in information spreading over political communication networks 35

Wesley Cota, Silvio C. Ferreira, Romualdo Pastor-Satorras and Michele Starnini

Published online: 09 December 2019

DOI: 10.1140/epjds/s13688-019-0213-9

Open Access

Regular article

From individual to collective behaviours: exploring population heterogeneity of human mobility based on social media data 34

Yuan Liao, Sonia Yeh and Gustavo S. Jeuken

Published online: 14 November 2019

DOI: 10.1140/epjds/s13688-019-0212-x

Open Access

Regular article

Mapping the physics research space: a machine learning approach 33

Matteo Chinazzi, Bruno Gonçalves, Qian Zhang and Alessandro Vespignani

Published online: 06 November 2019

DOI: 10.1140/epjds/s13688-019-0210-z

Open Access

Regular article

Assessing the risk of default propagation in interconnected sectoral financial networks 32

Adrià Barja, Alejandro Martínez, Alex Arenas, Pablo Fleurquin, Jordi Nin, José J. Ramasco and Elena Tomás

Published online: 04 November 2019

DOI: 10.1140/epjds/s13688-019-0211-y

Open Access

Regular article

Success in books: predicting book sales before publication 31

Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad and Albert-László Barabási

Published online: 17 October 2019

DOI: 10.1140/epjds/s13688-019-0208-6

Open Access

Regular article

Complete trajectory reconstruction from sparse mobile phone data 30

Guangshuo Chen, Aline Carneiro Viana, Marco Fiore and Carlos Sarraute

Published online: 12 October 2019

DOI: 10.1140/epjds/s13688-019-0206-8

Open Access

Correction

Correction to: Gendered behavior as a disadvantage in open source software development 29

Balazs Vedres and Orsolya Vasarhelyi

Published online: 19 September 2019

DOI: 10.1140/epjds/s13688-019-0209-5

Open Access

Regular article

Identifying the most influential roads based on traffic correlation networks 28

Shengmin Guo, Dong Zhou, Jingfang Fan, Qingfeng Tong, Tongyu Zhu, Weifeng Lv, Daqing Li and Shlomo Havlin

Published online: 18 September 2019

DOI: 10.1140/epjds/s13688-019-0207-7

Open Access

Regular article

Explore with caution: mapping the evolution of scientific interest in physics 27

Alberto Aleta, Sandro Meloni, Nicola Perra and Yamir Moreno

Published online: 11 September 2019

DOI: 10.1140/epjds/s13688-019-0205-9

Open Access

Regular article

Dissecting global air traffic data to discern different types and trends of transnational human mobility 26

Lorenzo Gabrielli, Emanuel Deutschmann, Fabrizio Natale, Ettore Recchi and Michele Vespe

Published online: 30 August 2019

DOI: 10.1140/epjds/s13688-019-0204-x

Open Access

Regular article

Gendered behavior as a disadvantage in open source software development 25

Balazs Vedres and Orsolya Vasarhelyi

Published online: 06 July 2019

DOI: 10.1140/epjds/s13688-019-0202-z

Open Access

Regular article

Testing Heaps’ law for cities using administrative and gridded population data sets 24

Filippo Simini and Charlotte James

Published online: 05 July 2019

DOI: 10.1140/epjds/s13688-019-0203-y

Open Access

Regular article

Predicting and explaining behavioral data with structured feature space decomposition 23

Peter G. Fennell, Zhiya Zuo and Kristina Lerman

Published online: 27 June 2019

DOI: 10.1140/epjds/s13688-019-0201-0

Open Access

Regular article

The dynamics of collective social behavior in a crowd controlled game 22

Alberto Aleta and Yamir Moreno

Published online: 07 June 2019

DOI: 10.1140/epjds/s13688-019-0200-1

Open Access

Regular article

Corporate payments networks and credit risk rating 21

Elisa Letizia and Fabrizio Lillo

Published online: 01 June 2019

DOI: 10.1140/epjds/s13688-019-0197-5

Open Access

Regular article

Reciprocity and impact in academic careers 20

Weihua Li, Tomaso Aste, Fabio Caccioli and Giacomo Livan

Published online: 29 May 2019

DOI: 10.1140/epjds/s13688-019-0199-3

Open Access

Regular article

Cities of a feather flock together: a study on the synchronization of communication between Italian cities 19

Lorenzo Candeago, Giulia Bertagnolli, Paolo Bosetti, Michele Vescovi, Francesco Sacco and Bruno Lepri

Published online: 29 May 2019

DOI: 10.1140/epjds/s13688-019-0198-4

Open Access

Regular article

Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa 17

Meysam Alizadeh, Ingmar Weber, Claudio Cioffi-Revilla, Santo Fortunato and Michael Macy

Published online: 14 May 2019

DOI: 10.1140/epjds/s13688-019-0193-9

Open Access

Regular article

Understanding news outlets’ audience-targeting patterns 16

Erick Elejalde, Leo Ferres and Rossano Schifanella

Published online: 14 May 2019

DOI: 10.1140/epjds/s13688-019-0194-8

Open Access

Regular article

Centrality in modular networks 15

Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi and Hocine Cherifi

Published online: 09 May 2019

DOI: 10.1140/epjds/s13688-019-0195-7

Open Access

Regular article

Large-scale and high-resolution analysis of food purchases and health outcomes 14

Luca Maria Aiello, Rossano Schifanella, Daniele Quercia and Lucia Del Prete

Published online: 30 April 2019

DOI: 10.1140/epjds/s13688-019-0191-y

Open Access

Regular article

Responsible team players wanted: an analysis of soft skill requirements in job advertisements 13

Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner and Eric Malmi

Published online: 27 April 2019

DOI: 10.1140/epjds/s13688-019-0190-z

Open Access

Regular article

Gender-specific preference in online dating 12

Xixian Su and Haibo Hu

Published online: 11 April 2019

DOI: 10.1140/epjds/s13688-019-0192-x

Open Access

Regular article

Offline biases in online platforms: a study of diversity and homophily in Airbnb 11

Victoria Koh, Weihua Li, Giacomo Livan and Licia Capra

Published online: 29 March 2019

DOI: 10.1140/epjds/s13688-019-0189-5

Open Access

Regular article

Mapping individual behavior in financial markets: synchronization and anticipation 10

Mario Gutiérrez-Roig, Javier Borge-Holthoefer, Alex Arenas and Josep Perelló

Published online: 27 March 2019

DOI: 10.1140/epjds/s13688-019-0188-6

Open Access

Regular article

Quantifying gender preferences in human social interactions using a large cellphone dataset 9

Asim Ghosh, Daniel Monsivais, Kunal Bhattacharya, Robin I. M. Dunbar and Kimmo Kaski

Published online: 12 March 2019

DOI: 10.1140/epjds/s13688-019-0185-9

Open Access

Regular article

Urban groups: behavior and dynamics of social groups in urban space 8

Matteo Zignani, Christian Quadri, Sabrina Gaito and Gian Paolo Rossi

Published online: 04 March 2019

DOI: 10.1140/epjds/s13688-019-0187-7

Open Access

Regular article

Weak signals in the mobility landscape: car sharing in ten European cities 7

Chiara Boldrini, Raffaele Bruno and Mohamed Haitam Laarabi

Published online: 01 March 2019

DOI: 10.1140/epjds/s13688-019-0186-8

Open Access

Regular article

Activism via attention: interpretable spatiotemporal learning to forecast protest activities 5

Ali Mert Ertugrul, Yu-Ru Lin, Wen-Ting Chung, Muheng Yan and Ang Li

Published online: 14 February 2019

DOI: 10.1140/epjds/s13688-019-0183-y

Open Access

Regular article

Inside 50,000 living rooms: an assessment of global residential ornamentation using transfer learning 4

Xi Liu, Clio Andris, Zixuan Huang and Sohrab Rahimi

Published online: 08 February 2019

DOI: 10.1140/epjds/s13688-019-0182-z

Open Access

Regular article

Nowcasting earthquake damages with Twitter 3

Marcelo Mendoza, Bárbara Poblete and Ignacio Valderrama

Published online: 31 January 2019

DOI: 10.1140/epjds/s13688-019-0181-0

Open Access

Commentary

The fragility of decentralised trustless socio-technical systems 2

Manlio De Domenico and Andrea Baronchelli

Published online: 09 January 2019

DOI: 10.1140/epjds/s13688-018-0180-6

EPJ

EPJ Data Science

Volume 8 / No 1 (December 2019)

Individual and Collective Human Mobility: Description, Modelling, Prediction

Quantifying human mobility resilience to extreme events using geo-located social media data 18

Segregation in religion networks 6

Tracing patterns and shapes in remittance and migration networks via persistent homology 1

The higher education space: connecting degree programs from individuals’ choices 39

What did you see? A study to measure personalization in Google’s search engine 38

Gravity law in the Chinese highway freight transportation networks 37

Following the footsteps of giants: modeling the mobility of historically notable individuals using Wikipedia 36

Quantifying echo chamber effects in information spreading over political communication networks 35

From individual to collective behaviours: exploring population heterogeneity of human mobility based on social media data 34

Mapping the physics research space: a machine learning approach 33

Assessing the risk of default propagation in interconnected sectoral financial networks 32

Success in books: predicting book sales before publication 31

Complete trajectory reconstruction from sparse mobile phone data 30

Correction to: Gendered behavior as a disadvantage in open source software development 29

Identifying the most influential roads based on traffic correlation networks 28

Explore with caution: mapping the evolution of scientific interest in physics 27

Dissecting global air traffic data to discern different types and trends of transnational human mobility 26

Gendered behavior as a disadvantage in open source software development 25

Testing Heaps’ law for cities using administrative and gridded population data sets 24

Predicting and explaining behavioral data with structured feature space decomposition 23

The dynamics of collective social behavior in a crowd controlled game 22

Corporate payments networks and credit risk rating 21

Reciprocity and impact in academic careers 20

Cities of a feather flock together: a study on the synchronization of communication between Italian cities 19

Psychology and morality of political extremists: evidence from Twitter language analysis of alt-right and Antifa 17

Understanding news outlets’ audience-targeting patterns 16

Centrality in modular networks 15

Large-scale and high-resolution analysis of food purchases and health outcomes 14

Responsible team players wanted: an analysis of soft skill requirements in job advertisements 13

Gender-specific preference in online dating 12

Offline biases in online platforms: a study of diversity and homophily in Airbnb 11

Mapping individual behavior in financial markets: synchronization and anticipation 10

Quantifying gender preferences in human social interactions using a large cellphone dataset 9

Urban groups: behavior and dynamics of social groups in urban space 8

Weak signals in the mobility landscape: car sharing in ten European cities 7

Activism via attention: interpretable spatiotemporal learning to forecast protest activities 5

Inside 50,000 living rooms: an assessment of global residential ornamentation using transfer learning 4

Nowcasting earthquake damages with Twitter 3

The fragility of decentralised trustless socio-technical systems 2

Conference announcements