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EPJ Data Science, Volume 10
Volume 10, Number 1, December 2021
- Caitrin Armstrong
, Ate Poorthuis
Challenges when identifying migration from geo-located Twitter data. 1 - Demetris Avraam
Privacy preserving data visualizations. 2 - Riccardo Gallotti
Unraveling the hidden organisation of urban systems and their mobility flows. 3 - Ryan J. Gallagher
Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts. 4 - Chen Zhao, An Zeng, Chi Ho Yeung:
Characteristics of human mobility patterns revealed by high-frequency cell-phone position data. 5 - Alberto Bracci
Dark Web Marketplaces and COVID-19: before the vaccine. 6 - Maria Castaldo, Tommaso Venturini
The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown. 7 - Hao Cui
Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic. 8 - Charles E. Knott
Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data. 9 - Leonardo Tonetto
The mobility laws of location-based games. 10 - Sara Daraei, Konstantinos Pelechrinis, Daniele Quercia:
A data-driven approach for assessing biking safety in cities. 11 - Yanyan Xu
Understanding vehicular routing behavior with location-based service data. 12 - Daniel Straulino
A bi-directional approach to comparing the modular structure of networks. 13 - Dominik Kowald
Support the underground: characteristics of beyond-mainstream music listeners. 14 - Thayer Alshaabi
The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009-2020. 15 - Mikaela Irene D. Fudolig
Internal migration and mobile communication patterns among pairs with strong ties. 16 - Daniela Perrotta
Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey. 17 - Narges Azizi Fard, Gianmarco De Francisci Morales, Yelena Mejova, Rossano Schifanella
On the interplay between educational attainment and nutrition: a spatially-aware perspective. 18 - Yoshi Fujiwara
Money flow network among firms' accounts in a regional bank of Japan. 19 - David Salgado
An end-to-end statistical process with mobile network data for official statistics. 20 - Xiao Fan Liu
Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis. 21 - Koya Sato, Mizuki Oka, Alain Barrat
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE). 22 - Isobel E. Seabrook
Evaluating structural edge importance in temporal networks. 23 - Natkamon Tovanich
Inferring psychological traits from spending categories and dynamic consumption patterns. 24 - Marta Tuninetti, Alberto Aleta, Daniela Paolotti, Yamir Moreno, Michele Starnini
Prediction of new scientific collaborations through multiplex networks. 25 - Gaël Poux-Médard
Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies. 26 - Haohui Chen, Yury Kryvasheyeu, Weipan Xu, Yaofu Huang, Jiayi Deng, Siru Ren, Xun Li, Iyad Rahwan, Manuel Cebrián
Evolution of urban forms observed from space. 27 - Oh-Hyun Kwon
Urban green space and happiness in developed countries. 28 - Luca Pappalardo
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth. 29 - Kaijie Zhu
Competition-driven modeling of temporal networks. 30 - Tomás Mussi Reyero, Mariano G. Beiró
Evolution of the political opinion landscape during electoral periods. 31 - Tarek Al Baghal
Linking Twitter and survey data: asymmetry in quantity and its impact. 32 - Charles C. Hyland, Yuanming Tao, Lamiae Azizi, Martin Gerlach
Multilayer networks for text analysis with multiple data types. 33 - Guido Caldarelli
Flow of online misinformation during the peak of the COVID-19 pandemic in Italy. 34 - Philip Rutten, Michael Harold Lees
State-space models reveal bursty movement behaviour of dance event visitors. 35 - Marc Santolini
Uncovering the fragility of large-scale engineering projects. 36 - Tina R. Pollmann
The impact of digital contact tracing on the SARS-CoV-2 pandemic - a comprehensive modelling study. 37 - Guido Caldarelli, Rocco De Nicola
Correction to: Flow of online misinformation during the peak of the COVID-19 pandemic in Italy. 38 - Ridhi Kashyap
Analysing global professional gender gaps using LinkedIn advertising data. 39 - Ji-Hye Lee, Segun Goh, Keumsook Lee, Moo Young Choi
Spatiotemporal distributions of population in Seoul: joint influence of ridership and accessibility of the subway system. 41 - Wanyi Zhang
Putting human behavior predictability in context. 42 - Marc Serra-Peralta
Heaps' law and vocabulary richness in the history of classical music harmony. 40 - Hyeonho Song, Kunwoo Park
Finding epic moments in live content through deep learning on collective decisions. 43 - Bent Sortkær
Both sides of the story: comparing student-level data on reading performance from administrative registers to application generated data from a reading app. 44 - Yu Tian
Extracting complements and substitutes from sales data: a network perspective. 45 - Laura Ozella
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi. 46 - Mattia Mattei
Italian Twitter semantic network during the Covid-19 epidemic. 47 - Eun Lee
The dynamics of faculty hiring networks. 48 - Douglas do Couto Teixeira
On estimating the predictability of human mobility: the role of routine. 49 - Stiene Praet
Predictive modeling to study lifestyle politics with Facebook likes. 50 - Nicolas Pröllochs
Emotions in online rumor diffusion. 51 - Frank Schlosser
Finding disease outbreak locations from human mobility data. 52 - Elise Jing, Yong-Yeol Ahn
Characterizing partisan political narrative frameworks about COVID-19 on Twitter. 53 - José de Jesús Titla-Tlatelpa, Rosa María Ortega-Mendoza
A profile-based sentiment-aware approach for depression detection in social media. 54 - Zoltán Kmetty, Júlia Koltai
The presence of occupational structure in online texts based on word embedding NLP models. 55 - Marios Constantinides
Imagine a Walkable City: Physical activity and urban imageability across 19 major cities. 56 - Róbert Pálovics
Companies under stress: the impact of shocks on the production network. 57
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