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EPJ Data Science, Volume 11
Volume 11, Number 1, December 2022
- Daniele Rama
, Tiziano Piccardi
A large scale study of reader interactions with images on Wikipedia. 1 - Vasiliki Voukelatou, Ioanna Miliou
Understanding peace through the world news. 2 - Joshua Garland
Impact and dynamics of hate and counter speech online. 3 - Fatih Ozhamaratli
A generative model for age and income distribution. 4 - Elia Leoni, Giulia Cencetti, Gabriele Santin, Timofei Istomin, Davide Molteni, Gian Pietro Picco, Elisabetta Farella, Bruno Lepri, Amy L. Murphy:
Measuring close proximity interactions in summer camps during the COVID-19 pandemic. 5 - Oscar M. Granados
The geometry of suspicious money laundering activities in financial networks. 6 - Tomás Diviák
Tainted ties: the structure and dynamics of corruption networks extracted from deferred prosecution agreements. 7 - Zo Ahmed, Bertie Vidgen, Scott A. Hale
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning. 8 - Trent Buskirk
Sweet tweets! Evaluating a new approach for probability-based sampling of Twitter. 9 - Shan Lu, Jichang Zhao
Academic failures and co-location social networks in campus. 10 - Federico Musciotto
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates. 11 - Livio Bioglio, Ruggero G. Pensa
Analysis and classification of privacy-sensitive content in social media posts. 12 - Gerrit Jan de Bruin
Fair automated assessment of noncompliance in cargo ship networks. 13 - Ge Zhang
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis. 14 - Peter Gerbrands
The effect of anti-money laundering policies: an empirical network analysis. 15 - Francesco Decarolis
Corruption red flags in public procurement: new evidence from Italian calls for tenders. 16 - Matteo Bruno
Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election. 17 - Timothy LaRock, Mengqiao Xu
A path-based approach to analyzing the global liner shipping network. 18 - Andrea Falcón-Cortés
Practices of public procurement and the risk of corrupt behavior before and after the government transition in México. 19 - Hao Guo
Understanding China's urban system evolution from web search index data. 20 - Polina Panicheva, Larisa Mararitsa, Semen Sorokin, Olessia Koltsova
Predicting subjective well-being in a high-risk sample of Russian mental health app users. 21 - Massimiliano Luca
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic. 22 - Javier Garcia-Bernardo
Uncovering the size of the illegal corporate service provider industry in the Netherlands: a network approach. 23 - Akrati Saxena
NodeSim: node similarity based network embedding for diverse link prediction. 24 - Joshua Uyheng
Mapping state-sponsored information operations with multi-view modularity clustering. 25 - Matteo Bruno
Correction to: Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election. 26 - Marina Klanjcic
Identifying urban features for vulnerable road user safety in Europe. 27 - Rosa Lavelle-Hill
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania. 28 - Salvatore Vilella
Measuring user engagement with low credibility media sources in a controversial online debate. 29 - Lia Bozarth
Keyword expansion techniques for mining social movement data on social media. 30 - Milo Z. Trujillo, Laurent Hébert-Dufresne, James P. Bagrow
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative. 31 - Rafiazka Millanida Hilman, Gerardo Iñiguez, Márton Karsai
Socioeconomic biases in urban mixing patterns of US metropolitan areas. 32 - Simone Piaggesi
Time-varying graph representation learning via higher-order skip-gram with negative sampling. 33 - Edoardo Fadda
Consensus formation on heterogeneous networks. 34 - Lun Zhang
Dynamics of the social construction of knowledge: an empirical study of Zhihu in China. 35 - Giovanni Quattrone, Natalia Kusek, Licia Capra
A global-scale analysis of the sharing economy model - an AirBnB case study. 36 - Milo Z. Trujillo, Laurent Hébert-Dufresne, James P. Bagrow
Correction: The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative. 37 - Salvatore Vilella
Correction: Measuring user engagement with low credibility media sources in a controversial online debate. 38 - Qixiang Fang
Evaluating the construct validity of text embeddings with application to survey questions. 39 - Amir Mehrjoo
A new methodology to measure faultlines at scale leveraging digital traces. 40 - Felix J. Hoffmann, Fabian Braesemann
Measuring sustainable tourism with online platform data. 41 - Ariel Salgado
Exposure to parks through the lens of urban mobility. 42 - Tianyu Su
Rhythm of the streets: a street classification framework based on street activity patterns. 43 - Mark M. Dekker
Modelling railway delay propagation as diffusion-like spreading. 44 - Kamil Smolak
Explaining human mobility predictions through a pattern matching algorithm. 45 - Stefano Fiorini
On the adoption of e-moped sharing systems. 46 - Jordan K. Kobellarz
Reaching the bubble may not be enough: news media role in online political polarization. 47 - Tomas Cicchini
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization. 48 - Yuzi He
Leveraging change point detection to discover natural experiments in data. 49 - Talia Kaufmann, Laura Radaelli, Luís M. A. Bettencourt, Erez Shmueli
Scaling of urban amenities: generative statistics and implications for urban planning. 50 - John Bollenbacher
Does United Kingdom parliamentary attention follow social media posts? 51 - Shaunette T. Ferguson, Teruyoshi Kobayashi
Identifying the temporal dynamics of densification and sparsification in human contact networks. 52 - Jiahui Wu, Saad Mohammad Abrar
Enhancing short-term crime prediction with human mobility flows and deep learning architectures. 53 - Margarita Baltakiene
Trade synchronization and social ties in stock markets. 54 - Jisu Kim
Origin and destination attachment: study of cultural integration on Twitter. 55 - Francisco Caravaca
Estimating ideology and polarization in European countries using Facebook data. 56 - Ozgur Can Seckin, Onur Varol
Academic support network reflects doctoral experience and productivity. 57 - Giovanni Mauro, Massimiliano Luca
Generating mobility networks with generative adversarial networks. 58 - Umberto Minora
The potential of Facebook advertising data for understanding flows of people from Ukraine to the European Union. 59 - Neeti Pokhriyal
Accurate intercensal estimates of energy access to track Sustainable Development Goal 7. 60 - Shahar Somin, Yaniv Altshuler, Alex 'Sandy' Pentland, Erez Shmueli
Remaining popular: power-law regularities in network dynamics. 61 - Camila Vera, Francesca Lucchini, Naim Bro
Learning to cluster urban areas: two competitive approaches and an empirical validation. 62
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