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ORCIDEPJ Data Science, Volume 10
Volume 10, Number 1, December 2021
- Caitrin Armstrong
, Ate Poorthuis, Matthew Zook, Derek Ruths, Thomas Soehl:
Challenges when identifying migration from geo-located Twitter data. 1 - Demetris Avraam, Rebecca C. Wilson, Oliver W. Butters, Thomas Burton, Christos Nicolaides, Elinor Jones, Andy Boyd, Paul R. Burton:
Privacy preserving data visualizations. 2 - Riccardo Gallotti, Giulia Bertagnolli, Manlio De Domenico:
Unraveling the hidden organisation of urban systems and their mobility flows. 3 - Ryan J. Gallagher, Morgan R. Frank, Lewis Mitchell, Aaron J. Schwartz, Andrew J. Reagan, Christopher M. Danforth, Peter Sheridan Dodds:
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, Matthieu Nadini, Maxwell Aliapoulios, Damon McCoy, Ian W. Gray, Alexander Teytelboym, Angela Gallo, Andrea Baronchelli:
Dark Web Marketplaces and COVID-19: before the vaccine. 6 - Maria Castaldo, Tommaso Venturini, Paolo Frasca, Floriana Gargiulo:
The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown. 7 - Hao Cui, János Kertész:
Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic. 8 - Charles E. Knott, Stephen Gomori, Mai Ngyuen, Susan Pedrazzani, Sridevi Sattaluri, Frank Mierzwa, Kim Chantala:
Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data. 9 - Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi:
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, Riccardo Di Clemente, Marta C. González:
Understanding vehicular routing behavior with location-based service data. 12 - Daniel Straulino, Mattie Landman, Neave O'Clery:
A bi-directional approach to comparing the modular structure of networks. 13 - Dominik Kowald, Peter Müllner, Eva Zangerle, Christine Bauer, Markus Schedl, Elisabeth Lex:
Support the underground: characteristics of beyond-mainstream music listeners. 14 - Thayer Alshaabi, David Rushing Dewhurst, Joshua R. Minot, Michael V. Arnold, Jane Lydia Adams, Christopher M. Danforth, Peter Sheridan Dodds:
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, Daniel Monsivais, Kunal Bhattacharya, Hang-Hyun Jo, Kimmo Kaski:
Internal migration and mobile communication patterns among pairs with strong ties. 16 - Daniela Perrotta, André Grow, Francesco Rampazzo, Jorge Cimentada, Emanuele Del Fava, Sofia Gil-Clavel, Emilio Zagheni:
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, Hiroyasu Inoue, Takayuki Yamaguchi, Hideaki Aoyama, Takuma Tanaka, Kentaro Kikuchi:
Money flow network among firms' accounts in a regional bank of Japan. 19 - David Salgado, Luis Sanguiao, Bogdan Oancea, Sandra Barragan, Marian Necula:
An end-to-end statistical process with mobile network data for official statistics. 20 - Xiao Fan Liu, Huan-Huan Ren, Si-Hao Liu, Xian-Jian Jiang:
Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis. 21 - Koya Sato, Mizuki Oka, Alain Barrat, Ciro Cattuto:
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE). 22 - Isobel E. Seabrook, Paolo Barucca, Fabio Caccioli:
Evaluating structural edge importance in temporal networks. 23 - Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani, Joe Gladstone, Sandra Matz, Bruno Lepri:
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, Sergio Cobo-López, Jordi Duch, Roger Guimerà, Marta Sales-Pardo:
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, Inho Hong, Jeasurk Yang, Donghee Yvette Wohn, Woo-Sung Jung, Meeyoung Cha:
Urban green space and happiness in developed countries. 28 - Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo:
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth. 29 - Kaijie Zhu, George Fletcher, Nikolay Yakovets:
Competition-driven modeling of temporal networks. 30 - Tomás Mussi Reyero, Mariano G. Beiró, J. Ignacio Alvarez-Hamelin, Laura Hernández, Dimitris Kotzinos:
Evolution of the political opinion landscape during electoral periods. 31 - Tarek Al Baghal, Alexander Wenz, Luke Sloan, Curtis Jessop:
Linking Twitter and survey data: asymmetry in quantity and its impact. 32 - Charles C. Hyland, Yuanming Tao, Lamiae Azizi, Martin Gerlach, Tiago P. Peixoto, Eduardo G. Altmann:
Multilayer networks for text analysis with multiple data types. 33 - Guido Caldarelli, Rocco De Nicola, Marinella Petrocchi, Manuel Pratelli, Fabio Saracco:
Flow of online misinformation during the peak of the COVID-19 pandemic in Italy. 34 - Philip Rutten, Michael Harold Lees, Sander Klous, Peter M. A. Sloot:
State-space models reveal bursty movement behaviour of dance event visitors. 35 - Marc Santolini, Christos Ellinas, Christos Nicolaides:
Uncovering the fragility of large-scale engineering projects. 36 - Tina R. Pollmann, Stefan Schönert, Johannes Müller, Julia Pollmann, Elisa Resconi, Christoph Wiesinger, Christian Haack, Lolian Shtembari, Andrea Turcati, Birgit Neumair, Stephan Meighen-Berger, Giovanni Zattera, Matthias Neumair, Uljana Apel, Augustine Okolie:
The impact of digital contact tracing on the SARS-CoV-2 pandemic - a comprehensive modelling study. 37 - Guido Caldarelli, Rocco De Nicola, Marinella Petrocchi, Manuel Pratelli, Fabio Saracco:
Correction to: Flow of online misinformation during the peak of the COVID-19 pandemic in Italy. 38 - Ridhi Kashyap, Florianne C. J. Verkroost:
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, Qiang Shen, Stefano Teso, Bruno Lepri, Andrea Passerini, Ivano Bison, Fausto Giunchiglia:
Putting human behavior predictability in context. 42 - Marc Serra-Peralta, Joan Serrà, Álvaro Corral:
Heaps' law and vocabulary richness in the history of classical music harmony. 40 - Hyeonho Song, Kunwoo Park, Meeyoung Cha:
Finding epic moments in live content through deep learning on collective decisions. 43 - Bent Sortkær, Emil Smith, David Reimer, Stefan Oehmcke, Ida Gran Andersen:
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, Sebastian Lautz, Alisdair O. G. Wallis, Renaud Lambiotte:
Extracting complements and substitutes from sales data: a network perspective. 45 - Laura Ozella, Daniela Paolotti, Guilherme Lichand, Jorge P. Rodríguez, Simon Haenni, John Phuka, Onicio Leal Neto, Ciro Cattuto:
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi. 46 - Mattia Mattei, Guido Caldarelli, Tiziano Squartini, Fabio Saracco:
Italian Twitter semantic network during the Covid-19 epidemic. 47 - Eun Lee, Aaron Clauset, Daniel B. Larremore:
The dynamics of faculty hiring networks. 48 - Douglas do Couto Teixeira, Jussara M. Almeida, Aline Carneiro Viana:
On estimating the predictability of human mobility: the role of routine. 49 - Stiene Praet, Peter Van Aelst, Patrick van Erkel, Stephan Van der Veeken, David Martens:
Predictive modeling to study lifestyle politics with Facebook likes. 50 - Nicolas Pröllochs, Dominik Bär, Stefan Feuerriegel:
Emotions in online rumor diffusion. 51 - Frank Schlosser, Dirk Brockmann:
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, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
A profile-based sentiment-aware approach for depression detection in social media. 54 - Zoltán Kmetty, Júlia Koltai, Tamás Rudas:
The presence of occupational structure in online texts based on word embedding NLP models. 55 - Marios Constantinides, Sagar Joglekar, Sanja Scepanovic, Daniele Quercia:
Imagine a Walkable City: Physical activity and urban imageability across 19 major cities. 56 - Róbert Pálovics, Primoz Dolenc, Jure Leskovec:
Companies under stress: the impact of shocks on the production network. 57
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