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EPJ Data Science

Volume 12 / No 1 (December 2023)

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Computational Approaches for Cyber Social Threats

Open Access

Regular Article

Deflating the Chinese balloon: types of Twitter bots in US-China balloon incident 63

Lynnette Hui Xian Ng and Kathleen M. Carley

Published online: 19 December 2023

DOI: 10.1140/epjds/s13688-023-00440-3

Open Access

Regular Article

UTDRM: unsupervised method for training debunked-narrative retrieval models 59

Iknoor Singh, Carolina Scarton and Kalina Bontcheva

Published online: 13 December 2023

DOI: 10.1140/epjds/s13688-023-00437-y

The Past, Present, and Future of Computational Social Science

Open Access

Commentary

Studying social networks in the age of computational social science 61

Xinwei Xu

Published online: 19 December 2023

DOI: 10.1140/epjds/s13688-023-00436-z

Open Access

Regular Article

Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices 58

Timon Elmer

Published online: 12 December 2023

DOI: 10.1140/epjds/s13688-023-00434-1

Open Access

Regular Article

Untangling pair synergy in the evolution of collaborative scientific impact 62

Gangmin Son, Jinhyuk Yun and Hawoong Jeong

Published online: 19 December 2023

DOI: 10.1140/epjds/s13688-023-00439-w

Open Access

Regular Article

Human-network regions as effective geographic units for disease mitigation 60

Clio Andris, Caglar Koylu and Mason A. Porter

Published online: 18 December 2023

DOI: 10.1140/epjds/s13688-023-00426-1

Open Access

Regular Article

Multiple gravity laws for human mobility within cities 57

Oh-Hyun Kwon, Inho Hong, Woo-Sung Jung and Hang-Hyun Jo

Published online: 11 December 2023

DOI: 10.1140/epjds/s13688-023-00438-x

Open Access

Regular Article

Individual mobility deep insight using mobile phones data 56

Chiara Mizzi, Alex Baroncini, Alessandro Fabbri, Davide Micheli, Aldo Vannelli, Carmen Criminisi, Susanna Jean and Armando Bazzani

Published online: 08 December 2023

DOI: 10.1140/epjds/s13688-023-00431-4

Open Access

Regular Article

Adaptation of student behavioural routines during Covid-19: a multimodal approach 55

Nicolò Alessandro Girardini, Simone Centellegher, Andrea Passerini, Ivano Bison, Fausto Giunchiglia and Bruno Lepri

Published online: 05 December 2023

DOI: 10.1140/epjds/s13688-023-00429-y

Open Access

Regular Article

Linking physical violence to women’s mobility in Chile 54

Hugo Contreras, Cristian Candia, Rodrigo Troncoso, Leo Ferres, Loreto Bravo, Bruno Lepri and Carlos Rodriguez-Sickert

Published online: 04 December 2023

DOI: 10.1140/epjds/s13688-023-00430-5

Open Access

Regular Article

Structural gender imbalances in ballet collaboration networks 53

Yessica Herrera-Guzmán, Eun Lee and Heetae Kim

Published online: 23 November 2023

DOI: 10.1140/epjds/s13688-023-00428-z

Open Access

Regular Article

LEIA: Linguistic Embeddings for the Identification of Affect 52

Segun Taofeek Aroyehun, Lukas Malik, Hannah Metzler, Nikolas Haimerl, Anna Di Natale and David Garcia

Published online: 16 November 2023

DOI: 10.1140/epjds/s13688-023-00427-0

Open Access

Regular Article

Temperature impact on the economic growth effect: method development and model performance evaluation with subnational data in China 51

Yu Song, Zhihua Pan, Fei Lun, Buju Long, Siyu Liu, Guolin Han, Jialin Wang, Na Huang, Ziyuan Zhang, Shangqian Ma et al. (2 more)

Published online: 27 October 2023

DOI: 10.1140/epjds/s13688-023-00425-2

Open Access

Regular Article

Does noise affect housing prices? A case study in the urban area of Thessaloniki 50

Georgios Kamtziridis, Dimitris Vrakas and Grigorios Tsoumakas

Published online: 17 October 2023

DOI: 10.1140/epjds/s13688-023-00424-3

Open Access

Regular Article

Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation 49

R. Maria del Rio-Chanona, Alejandro Hermida-Carrillo, Melody Sepahpour-Fard, Luning Sun, Renata Topinkova and Ljubica Nedelkoska

Published online: 12 October 2023

DOI: 10.1140/epjds/s13688-023-00417-2

Open Access

Regular Article

Bayesian inference of transition matrices from incomplete graph data with a topological prior 48

Vincenzo Perri, Luka V. Petrović and Ingo Scholtes

Published online: 11 October 2023

DOI: 10.1140/epjds/s13688-023-00416-3

Open Access

Regular Article

The structure of segregation in co-authorship networks and its impact on scientific production 47

Ana Maria Jaramillo, Hywel T. P. Williams, Nicola Perra and Ronaldo Menezes

Published online: 09 October 2023

DOI: 10.1140/epjds/s13688-023-00411-8

Open Access

Regular Article

Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls 46

Fatima Ezzeddine, Omran Ayoub, Silvia Giordano, Gianluca Nogara, Ihab Sbeity, Emilio Ferrara and Luca Luceri

Published online: 09 October 2023

DOI: 10.1140/epjds/s13688-023-00423-4

Open Access

Regular Article

Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction 45

Fakhri Momeni, Philipp Mayr and Stefan Dietze

Published online: 06 October 2023

DOI: 10.1140/epjds/s13688-023-00421-6

Open Access

Regular Article

Diversity dilemmas: uncovering gender and nationality biases in graduate admissions across top North American computer science programs 44

Ghazal Kalhor, Tanin Zeraati and Behnam Bahrak

Published online: 04 October 2023

DOI: 10.1140/epjds/s13688-023-00422-5

Open Access

Regular Article

How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events 43

Francesco Pierri, Luca Luceri, Emily Chen and Emilio Ferrara

Published online: 04 October 2023

DOI: 10.1140/epjds/s13688-023-00420-7

Open Access

Regular Article

The concept of decentralization through time and disciplines: a quantitative exploration 42

Gabriele Di Bona, Alberto Bracci, Nicola Perra, Vito Latora and Andrea Baronchelli

Published online: 03 October 2023

DOI: 10.1140/epjds/s13688-023-00418-1

Open Access

Regular Article

Can Google Trends predict asylum-seekers’ destination choices? 41

Haodong Qi and Tuba Bircan

Published online: 02 October 2023

DOI: 10.1140/epjds/s13688-023-00419-0

Open Access

Correction

Correction: Temporal network analysis using zigzag persistence 40

Audun Myers, David Muñoz, Firas A. Khasawneh and Elizabeth Munch

Published online: 26 September 2023

DOI: 10.1140/epjds/s13688-023-00403-8

Open Access

Regular Article

Emergent local structures in an ecosystem of social bots and humans on Twitter 39

Abdullah Alrhmoun and János Kertész

Published online: 22 September 2023

DOI: 10.1140/epjds/s13688-023-00406-5

Open Access

Regular Article

Using word embeddings to analyse audience effects and individual differences in parenting Subreddits 38

Melody Sepahpour-Fard, Michael Quayle, Maria Schuld and Taha Yasseri

Published online: 20 September 2023

DOI: 10.1140/epjds/s13688-023-00412-7

Open Access

Regular Article

Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems 37

Peter Sheridan Dodds, Joshua R. Minot, Michael V. Arnold, Thayer Alshaabi, Jane Lydia Adams, David Rushing Dewhurst, Tyler J. Gray, Morgan R. Frank, Andrew J. Reagan and Christopher M. Danforth

Published online: 19 September 2023

DOI: 10.1140/epjds/s13688-023-00400-x

Open Access

Regular Article

Arab reactions towards Russo-Ukrainian war 36

Moayadeldin Tamer, Mohamed A. Khamis, Abdallah Yahia, SeifALdin Khaled, Abdelrahman Ashraf and Walid Gomaa

Published online: 15 September 2023

DOI: 10.1140/epjds/s13688-023-00415-4

Open Access

Regular Article

Russian propaganda on social media during the 2022 invasion of Ukraine 35

Dominique Geissler, Dominik Bär, Nicolas Pröllochs and Stefan Feuerriegel

Published online: 12 September 2023

DOI: 10.1140/epjds/s13688-023-00414-5

Open Access

Regular Article

Amenity complexity and urban locations of socio-economic mixing 34

Sándor Juhász, Gergő Pintér, Ádám J. Kovács, Endre Borza, Gergely Mónus, László Lőrincz and Balázs Lengyel

Published online: 06 September 2023

DOI: 10.1140/epjds/s13688-023-00413-6

Open Access

Regular Article

A language framework for modeling social media account behavior 33

Alexander C. Nwala, Alessandro Flammini and Filippo Menczer

Published online: 23 August 2023

DOI: 10.1140/epjds/s13688-023-00410-9

Open Access

Regular Article

Perceived masculinity from Facebook photographs of candidates predicts electoral success 32

Kunwoo Park and Jungseock Joo

Published online: 23 August 2023

DOI: 10.1140/epjds/s13688-023-00404-7

Open Access

Regular Article

Towards hypergraph cognitive networks as feature-rich models of knowledge 31

Salvatore Citraro, Simon De Deyne, Massimo Stella and Giulio Rossetti

Published online: 16 August 2023

DOI: 10.1140/epjds/s13688-023-00409-2

Open Access

Regular Article

Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis 30

Anna Dmowska and Tomasz F. Stepinski

Published online: 16 August 2023

DOI: 10.1140/epjds/s13688-023-00408-3

Open Access

Regular Article

Analyzing image-based political propaganda in referendum campaigns: from elements to strategies 29

Ming-Hung Wang, Wei-Yang Chang, Kuan-Hung Kuo and Kuo-Yu Tsai

Published online: 11 August 2023

DOI: 10.1140/epjds/s13688-023-00407-4

Open Access

Regular Article

Open data and quantitative techniques for anthropology of road traffic 28

Ajda Pretnar Žagar, Tomaž Hočevar and Tomaž Curk

Published online: 11 August 2023

DOI: 10.1140/epjds/s13688-023-00396-4

Open Access

Correction

Correction: Impact and dynamics of hate and counter speech online 27

Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne and Mirta Galesic

Published online: 10 August 2023

DOI: 10.1140/epjds/s13688-023-00393-7

Open Access

Regular Article

Quantifying participation biases on social media 26

Neeti Pokhriyal, Benjamin A. Valentino and Soroush Vosoughi

Published online: 28 July 2023

DOI: 10.1140/epjds/s13688-023-00405-6

Open Access

Regular Article

Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network 25

Serena Y. Kim, Koushik Ganesan, Crystal Soderman and Raven O’Rourke

Published online: 14 July 2023

DOI: 10.1140/epjds/s13688-023-00399-1

Open Access

Regular Article

Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach 24

Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo and Sergio Consoli

Published online: 10 July 2023

DOI: 10.1140/epjds/s13688-023-00402-9

Open Access

Regular Article

Design and analysis of tweet-based election models for the 2021 Mexican legislative election 23

Alejandro Vigna-Gómez, Javier Murillo, Manelik Ramirez, Alberto Borbolla, Ian Márquez and Prasun K. Ray

Published online: 07 July 2023

DOI: 10.1140/epjds/s13688-023-00401-w

Open Access

Regular Article

Leveraging WiFi network logs to infer student collocation and its relationship with academic performance 22

Vedant Das Swain, Hyeokhyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui et al. (3 more)

Published online: 07 July 2023

DOI: 10.1140/epjds/s13688-023-00398-2

Open Access

Regular Article

Compression ensembles quantify aesthetic complexity and the evolution of visual art 21

Andres Karjus, Mar Canet Solà, Tillmann Ohm, Sebastian E. Ahnert and Maximilian Schich

Published online: 14 June 2023

DOI: 10.1140/epjds/s13688-023-00397-3

Open Access

Regular Article

Detecting political biases of named entities and hashtags on Twitter 20

Zhiping Xiao, Jeffrey Zhu, Yining Wang, Pei Zhou, Wen Hong Lam, Mason A. Porter and Yizhou Sun

Published online: 08 June 2023

DOI: 10.1140/epjds/s13688-023-00386-6

Open Access

Regular Article

Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images 19

Esra Suel, Emily Muller, James E. Bennett, Tony Blakely, Yvonne Doyle, John Lynch, Joreintje D. Mackenbach, Ariane Middel, Anja Mizdrak, Ricky Nathvani et al. (2 more)

Published online: 07 June 2023

DOI: 10.1140/epjds/s13688-023-00394-6

Open Access

Regular Article

The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador 18

Nicolò Gozzi, Niccolò Comini and Nicola Perra

Published online: 06 June 2023

DOI: 10.1140/epjds/s13688-023-00395-5

Open Access

Regular Article

The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors 17

Xiao Fan Liu, Zhen-Zhen Wang, Xiao-Ke Xu, Ye Wu, Zhidan Zhao, Huarong Deng, Ping Wang, Naipeng Chao and Yi-Hui C. Huang

Published online: 05 June 2023

DOI: 10.1140/epjds/s13688-023-00391-9

Open Access

Regular Article

Percolation framework reveals limits of privacy in conspiracy, dark web, and blockchain networks 16

Louis M. Shekhtman, Alon Sela and Shlomo Havlin

Published online: 29 May 2023

DOI: 10.1140/epjds/s13688-023-00392-8

Open Access

Regular Article

Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics 15

Yanni Yang, Alex Pentland and Esteban Moro

Published online: 18 May 2023

DOI: 10.1140/epjds/s13688-023-00390-w

Open Access

Regular Article

Digital traces of brain drain: developers during the Russian invasion of Ukraine 14

Johannes Wachs

Published online: 15 May 2023

DOI: 10.1140/epjds/s13688-023-00389-3

Open Access

Regular Article

Mapping language literacy at scale: a case study on Facebook 13

Yu-Ru Lin, Shaomei Wu and Winter Mason

Published online: 08 May 2023

DOI: 10.1140/epjds/s13688-023-00388-4

Open Access

Regular Article

Differences in collaboration structures and impact among prominent researchers in Europe and North America 12

Lluís Danús, Carles Muntaner, Alexander Krauss, Marta Sales-Pardo and Roger Guimerà

Published online: 28 April 2023

DOI: 10.1140/epjds/s13688-023-00378-6

Open Access

Regular Article

Forecasting patient flows with pandemic induced concept drift using explainable machine learning 11

Teo Susnjak and Paula Maddigan

Published online: 21 April 2023

DOI: 10.1140/epjds/s13688-023-00387-5

Open Access

Regular Article

Large scale analysis of gender bias and sexism in song lyrics 10

Lorenzo Betti, Carlo Abrate and Andreas Kaltenbrunner

Published online: 20 April 2023

DOI: 10.1140/epjds/s13688-023-00384-8

Open Access

Regular Article

Revealing the determinants of gender inequality in urban cycling with large-scale data 9

Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell and Rossano Schifanella

Published online: 19 April 2023

DOI: 10.1140/epjds/s13688-023-00385-7

Open Access

Regular Article

Experimental evaluation of baselines for forecasting social media timeseries 8

Kin Wai Ng, Frederick Mubang, Lawrence O. Hall, John Skvoretz and Adriana Iamnitchi

Published online: 27 March 2023

DOI: 10.1140/epjds/s13688-023-00383-9

Open Access

Regular Article

Temporal patterns of reciprocity in communication networks 7

Sandeep Chowdhary, Elsa Andres, Adriana Manna, Luka Blagojević, Leonardo Di Gaetano and Gerardo Iñiguez

Published online: 10 March 2023

DOI: 10.1140/epjds/s13688-023-00382-w

Open Access

Regular Article

Temporal network analysis using zigzag persistence 6

Audun Myers, David Muñoz, Firas A Khasawneh and Elizabeth Munch

Published online: 02 March 2023

DOI: 10.1140/epjds/s13688-023-00379-5

Open Access

Regular Article

A computational analysis of accessibility, readability, and explainability of figures in open access publications 5

Han Zhuang, Tzu-Yang Huang and Daniel E. Acuna

Published online: 02 March 2023

DOI: 10.1140/epjds/s13688-023-00380-y

Open Access

Regular Article

Sustainability of Stack Exchange Q&A communities: the role of trust 4

Ana Vranić, Aleksandar Tomašević, Aleksandra Alorić and Marija Mitrović Dankulov

Published online: 24 February 2023

DOI: 10.1140/epjds/s13688-023-00381-x

Open Access

Regular Article

Novelty and cultural evolution in modern popular music 3

Katherine O’Toole and Emőke-Ágnes Horvát

Published online: 10 February 2023

DOI: 10.1140/epjds/s13688-023-00377-7

Open Access

Regular Article

Socially disruptive periods and topics from information-theoretical analysis of judicial decisions 2

Lluc Font-Pomarol, Angelo Piga, Rosa Maria Garcia-Teruel, Sergio Nasarre-Aznar, Marta Sales-Pardo and Roger Guimerà

Published online: 03 February 2023

DOI: 10.1140/epjds/s13688-022-00376-0

Open Access

Regular Article

Has Covid-19 permanently changed online purchasing behavior? 1

Hiroyasu Inoue and Yasuyuki Todo

Published online: 16 January 2023

DOI: 10.1140/epjds/s13688-022-00375-1

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