Skip to main content
EPJ Data Science
EPJ Data Science Cover Image

Articles

Page 1 of 5

  1. In this paper, we combine data from Uber Movement and from a representative household travel survey to constructs a weighted travel time index for the Metropolitan Region of São Paulo. The index is calculated ...

    Authors: Renato S. Vieira and Eduardo A. Haddad

    Citation: EPJ Data Science 2020 9:24

    Content type: Regular article

    Published on:

  3. The United Nations Sustainable Development Goals (SDGs) are a global consensus on the world’s most pressing challenges. They come with a set of 232 indicators against which countries should regularly monitor t...

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

    Citation: EPJ Data Science 2020 9:22

    Content type: Regular article

    Published on:

  4. The network of developers in distributed ledgers and blockchains open source projects is essential to maintaining the platform: understanding the structure of their exchanges, analysing their activity and its ...

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

    Citation: EPJ Data Science 2020 9:21

    Content type: Regular article

    Published on:

  5. Urban income segregation is a widespread phenomenon that challenges societies across the globe. Classical studies on segregation have largely focused on the geographic distribution of residential neighborhoods...

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

    Citation: EPJ Data Science 2020 9:20

    Content type: Regular article

    Published on:

  6. The emerging technologies of wearable wireless devices open entirely new ways to record various aspects of human social interactions in a broad range of settings. Such technologies allow to log the temporal dy...

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

    Citation: EPJ Data Science 2020 9:19

    Content type: Regular article

    Published on:

  7. The 2019 UK general election took place against a background of rising online hostility levels toward politicians, and concerns about the impact of this on democracy, as a record number of politicians cited th...

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

    Citation: EPJ Data Science 2020 9:18

    Content type: Regular article

    Published on:

  8. Much recent work has illuminated the growth, innovation, and prosperity of entire cities, but there is relatively less evidence concerning the growth and prosperity of individual neighborhoods. In this paper w...

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

    Citation: EPJ Data Science 2020 9:17

    Content type: Regular article

    Published on:

  9. We propose high-order hypergraph walks as a framework to generalize graph-based network science techniques to hypergraphs. Edge incidence in hypergraphs is quantitative, yielding hypergraph walks with both len...

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

    Citation: EPJ Data Science 2020 9:16

    Content type: Regular article

    Published on:

  10. Complex systems, represented as dynamic networks, comprise of components that influence each other via direct and/or indirect interactions. Recent research has shown the importance of using Higher-Order Networ...

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

    Citation: EPJ Data Science 2020 9:15

    Content type: Regular article

    Published on:

  12. Music can motivate many daily activities as it can regulate mood, increase productivity and sports performance, and raise spirits. However, we know little about how to recommend songs that are motivational for...

    Authors: Yongsung Kim, Luca Maria Aiello and Daniele Quercia

    Citation: EPJ Data Science 2020 9:13

    Content type: Regular article

    Published on:

  14. Empirical investor networks (EIN) proposed by Ozsoylev et al. are assumed to capture the information spreading path among investors. Here, we perform a comparative analysis between the EIN and the cellphone co...

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

    Citation: EPJ Data Science 2020 9:11

    Content type: Regular article

    Published on:

  16. Luck is considered a crucial ingredient to achieve impact in all creative domains, despite their diversity. For instance, in science, the movie industry, music, and art, the occurrence of the highest impact wo...

    Authors: Milán Janosov, Federico Battiston and Roberta Sinatra

    Citation: EPJ Data Science 2020 9:9

    Content type: Regular article

    Published on:

  17. Composite development indicators used in policy making often subjectively aggregate a restricted set of indicators. We show, using dimensionality reduction techniques, including Principal Component Analysis (P...

    Authors: Anshul Verma, Orazio Angelini and Tiziana Di Matteo

    Citation: EPJ Data Science 2020 9:8

    Content type: Regular article

    Published on:

  18. Social media can be a double-edged sword for society, either as a convenient channel exchanging ideas or as an unexpected conduit circulating fake news through a large population. While existing studies of fak...

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

    Citation: EPJ Data Science 2020 9:7

    Content type: Regular article

    Published on:

  19. Many times the nodes of a complex network, whether deliberately or not, are aggregated for technical, ethical, legal limitations or privacy reasons. A common example is the geographic position: one may uncover...

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

    Citation: EPJ Data Science 2020 9:6

    Content type: Regular article

    Published on:

  21. We introduce a qualitative, shape-based, timescale-independent time-domain transform used to extract local dynamics from sociotechnical time series—termed the Discrete Shocklet Transform (DST)—and an associate...

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

    Citation: EPJ Data Science 2020 9:3

    Content type: Regular article

    Published on:

  22. Recent advances in the quantitative, computational methodology for the modeling and analysis of heterogeneous large-scale data are leading to new opportunities for understanding human behaviors and faculties, ...

    Authors: Doheum Park, Juhan Nam and Juyong Park

    Citation: EPJ Data Science 2020 9:2

    Content type: Regular article

    Published on:

  23. Understanding the temporal dynamics of affect is crucial for our understanding human emotions in general. In this study, we empirically test a computational model of affective dynamics by analyzing a large-sca...

    Authors: Max Pellert, Simon Schweighofer and David Garcia

    Citation: EPJ Data Science 2020 9:1

    Content type: Regular article

    Published on:

  26. The gravity law has been documented in many socioeconomic networks, which states that the flow between two nodes positively correlates with the strengths of the nodes and negatively correlates with the distanc...

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

    Citation: EPJ Data Science 2019 8:37

    Content type: Regular article

    Published on:

  27. The steady growth of digitized historical information is continuously stimulating new different approaches to the fields of Digital Humanities and Computational Social Science. In this work we use Natural Lang...

    Authors: Lorenzo Lucchini, Sara Tonelli and Bruno Lepri

    Citation: EPJ Data Science 2019 8:36

    Content type: Regular article

    Published on:

  28. Echo chambers in online social networks, in which users prefer to interact only with ideologically-aligned peers, are believed to facilitate misinformation spreading and contribute to radicalize political disc...

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

    Citation: EPJ Data Science 2019 8:35

    Content type: Regular article

    Published on:

  29. This paper examines the population heterogeneity of travel behaviours from a combined perspective of individual actors and collective behaviours. We use a social media dataset of 652,945 geotagged tweets gener...

    Authors: Yuan Liao, Sonia Yeh and Gustavo S. Jeuken

    Citation: EPJ Data Science 2019 8:34

    Content type: Regular article

    Published on:

  30. Scientific discoveries do not occur in vacuum but rather by connecting existing pieces of knowledge in new and creative ways. Mapping the relation and structure of scientific knowledge is therefore central to ...

    Authors: Matteo Chinazzi, Bruno Gonçalves, Qian Zhang and Alessandro Vespignani

    Citation: EPJ Data Science 2019 8:33

    Content type: Regular article

    Published on:

  31. Systemic risk of financial institutions and sectoral companies relies on their inter-dependencies. The inter-connectivity of the financial networks has proven to be crucial to understand the propagation of def...

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

    Citation: EPJ Data Science 2019 8:32

    Content type: Regular article

    Published on:

  32. Reading remains a preferred leisure activity fueling an exceptionally competitive publishing market: among more than three million books published each year, only a tiny fraction are read widely. It is largely...

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

    Citation: EPJ Data Science 2019 8:31

    Content type: Regular article

    Published on:

  33. Mobile phone data are a popular source of positioning information in many recent studies that have largely improved our understanding of human mobility. These data consist of time-stamped and geo-referenced co...

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

    Citation: EPJ Data Science 2019 8:30

    Content type: Regular article

    Published on:

  35. Prediction of traffic congestion is one of the core issues in the realization of smart traffic. Accurate prediction depends on understanding of interactions and correlations between different city locations. W...

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

    Citation: EPJ Data Science 2019 8:28

    Content type: Regular article

    Published on:

  37. Human mobility across national borders is a key phenomenon of our time. At the global scale, however, we still know relatively little about the structure and nature of such transnational movements. This study ...

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

    Citation: EPJ Data Science 2019 8:26

    Content type: Regular article

    Published on:

  38. Women are severely marginalized in software development, especially in open source. In this article we argue that disadvantage is more due to gendered behavior than to categorical discrimination: women are at ...

    Authors: Balazs Vedres and Orsolya Vasarhelyi

    Citation: EPJ Data Science 2019 8:25

    Content type: Regular article

    Published on:

    The Correction to this article has been published in EPJ Data Science 2019 8:29

  42. Aggregate and systemic risk in complex systems are emergent phenomena depending on two properties: the idiosyncratic risk of the elements and the topology of the network of interactions among them. While a sig...

    Authors: Elisa Letizia and Fabrizio Lillo

    Citation: EPJ Data Science 2019 8:21

    Content type: Regular article

    Published on:

  43. The growing importance of citation-based bibliometric indicators in shaping the prospects of academic careers incentivizes scientists to boost the numbers of citations they receive. Whereas the exploitation of...

    Authors: Weihua Li, Tomaso Aste, Fabio Caccioli and Giacomo Livan

    Citation: EPJ Data Science 2019 8:20

    Content type: Regular article

    Published on:

  44. Due to the rise of communication technologies and economic globalization, modern large cities are becoming more and more interconnected and this phenomenon leads to an increasing synchronization in activities ...

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

    Citation: EPJ Data Science 2019 8:19

    Content type: Regular article

    Published on:

  46. The recent rise of the political extremism in Western countries has spurred renewed interest in the psychological and moral appeal of political extremism. Empirical support for the psychological explanation us...

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

    Citation: EPJ Data Science 2019 8:17

    Content type: Regular article

    Published on:

  47. The power of the press to shape the informational landscape of a population is unparalleled, even now in the era of democratic access to all information outlets. However, it is known that news outlets (particu...

    Authors: Erick Elejalde, Leo Ferres and Rossano Schifanella

    Citation: EPJ Data Science 2019 8:16

    Content type: Regular article

    Published on:

  48. Identifying influential nodes in a network is a fundamental issue due to its wide applications, such as accelerating information diffusion or halting virus spreading. Many measures based on the network topolog...

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

    Citation: EPJ Data Science 2019 8:15

    Content type: Regular article

    Published on:

  49. To complement traditional dietary surveys, which are costly and of limited scale, researchers have resorted to digital data to infer the impact of eating habits on people’s health. However, online studies are ...

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

    Citation: EPJ Data Science 2019 8:14

    Content type: Regular article

    Published on:

    The Data Descriptor to this article has been published in Scientific Data 2020 7:57

  50. During the past decades the importance of soft skills for labour market outcomes has grown substantially. This carries implications for labour market inequality, since previous research shows that soft skills ...

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

    Citation: EPJ Data Science 2019 8:13

    Content type: Regular article

    Published on:

Submit manuscript

Annual journal metrics

Follow

On the blog

EPJ app screen

EPJ.org app available for iOS and Android

Institutional membership

Visit the membership page to check if your institution is a member and learn how you could save on article-processing charges (APCs).

Funding your APC

​​​​​​​Open access funding and policy support by SpringerOpen​​

​​​​We offer a free open access support service to make it easier for you to discover and apply for article-processing charge (APC) funding. Learn more here. 


  • ISSN: 2193-1127 (electronic)