OOIR: Observatory of International Research

Papers

(The median citation count of EPJ Data Science is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Hypernetwork science via high-order hypergraph walks	69
Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey	47
On the interplay between educational attainment and nutrition: a spatially-aware perspective	33
Flow of online misinformation during the peak of the COVID-19 pandemic in Italy	31
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach	31
Urban green space and happiness in developed countries	29
The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009–2020	28
Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts	28
Segregated interactions in urban and online space	27
Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic	27
Dark Web Marketplaces and COVID-19: before the vaccine	26
Support the underground: characteristics of beyond-mainstream music listeners	24
Which politicians receive abuse? Four factors illuminated in the UK general election 2019	24
Mapping socioeconomic indicators using social media advertising data	24
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi	23
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection	22
The Butterfly “Affect”: impact of development practices on cryptocurrency prices	22
Modeling and predicting evacuation flows during hurricane Irma	21
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth	21
Susceptible-infected-spreading-based network embedding in static and temporal networks	20
Economic outcomes predicted by diversity in cities	20
Emotions in online rumor diffusion	20
Impact and dynamics of hate and counter speech online	18
Characteristics of human mobility patterns revealed by high-frequency cell-phone position data	18
A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter	18

Estimating tie strength in social networks using temporal communication data	17
On estimating the predictability of human mobility: the role of routine	15
Russian propaganda on social media during the 2022 invasion of Ukraine	15
Analysing global professional gender gaps using LinkedIn advertising data	14
Scholarly migration within Mexico: analyzing internal migration among researchers using Scopus longitudinal bibliometric data	13
Putting human behavior predictability in context	12
Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election	12
Italian Twitter semantic network during the Covid-19 epidemic	12
The impact of digital contact tracing on the SARS-CoV-2 pandemic—a comprehensive modelling study	12
Understanding peace through the world news	12
Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis	11
Characterizing partisan political narrative frameworks about COVID-19 on Twitter	11
NodeSim: node similarity based network embedding for diverse link prediction	11
The great divide: drivers of polarization in the US public	11
The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown	11
Prediction of new scientific collaborations through multiplex networks	11
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic	10
Corruption red flags in public procurement: new evidence from Italian calls for tenders	10
Linking Twitter and survey data: asymmetry in quantity and its impact	9
A data-driven approach for assessing biking safety in cities	9
Generating mobility networks with generative adversarial networks	9
Challenges when identifying migration from geo-located Twitter data	9
Understanding vehicular routing behavior with location-based service data	9
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences	9
Measuring sustainable tourism with online platform data	9
Unraveling the hidden organisation of urban systems and their mobility flows	9
Privacy preserving data visualizations	9
Temporal network analysis using zigzag persistence	8
The dynamics of faculty hiring networks	8
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates	8
Early detection of influenza outbreak using time derivative of incidence	8
Uncovering the fragility of large-scale engineering projects	8
Inferring psychological traits from spending categories and dynamic consumption patterns	8
Has Covid-19 permanently changed online purchasing behavior?	8
Enhancing short-term crime prediction with human mobility flows and deep learning architectures	7
Finding disease outbreak locations from human mobility data	7
Multilayer networks for text analysis with multiple data types	7
An end-to-end statistical process with mobile network data for official statistics	7
Estimating community feedback effect on topic choice in social media with predictive modeling	7
In search of art: rapid estimates of gallery and museum visits using Google Trends	7
Comparative analysis of layered structures in empirical investor networks and cellphone communication networks	7
A global-scale analysis of the sharing economy model – an AirBnB case study	7
Predictive modeling to study lifestyle politics with Facebook likes	7
A profile-based sentiment-aware approach for depression detection in social media	7
Rhythm of the streets: a street classification framework based on street activity patterns	7
Identifying urban features for vulnerable road user safety in Europe	7
Internal migration and mobile communication patterns among pairs with strong ties	6
Predicting subjective well-being in a high-risk sample of Russian mental health app users	6
Consensus formation on heterogeneous networks	6
Understanding China’s urban system evolution from web search index data	6

Evolution of the political opinion landscape during electoral periods	6
Estimating educational outcomes from students’ short texts on social media	6
A weighted travel time index based on data from Uber Movement	6
Scaling of urban amenities: generative statistics and implications for urban planning	6
The effect of anti-money laundering policies: an empirical network analysis	6
Public debate in the media matters: evidence from the European refugee crisis	5
Origin and destination attachment: study of cultural integration on Twitter	5
Socioeconomic biases in urban mixing patterns of US metropolitan areas	5
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning	5
Reaching the bubble may not be enough: news media role in online political polarization	5
Keyword expansion techniques for mining social movement data on social media	5
A generative model for age and income distribution	5
Spatiotemporal distributions of population in Seoul: joint influence of ridership and accessibility of the subway system	5
Measuring user engagement with low credibility media sources in a controversial online debate	5
Analysis and classification of privacy-sensitive content in social media posts	5
How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events	5
Extracting complements and substitutes from sales data: a network perspective	5
Measuring close proximity interactions in summer camps during the COVID-19 pandemic	4
Practices of public procurement and the risk of corrupt behavior before and after the government transition in México	4
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)	4
Evaluating the construct validity of text embeddings with application to survey questions	4
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative	4
Money flow network among firms’ accounts in a regional bank of Japan	4
Public perception of generative AI on Twitter: an empirical study based on occupation and usage	4
Imagine a Walkable City: Physical activity and urban imageability across 19 major cities	4
Academic failures and co-location social networks in campus	4
Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies	4
Differences in collaboration structures and impact among prominent researchers in Europe and North America	4
Compression ensembles quantify aesthetic complexity and the evolution of visual art	4
Digital traces of brain drain: developers during the Russian invasion of Ukraine	4
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	4
Revealing the determinants of gender inequality in urban cycling with large-scale data	3
A large scale study of reader interactions with images on Wikipedia	3
Experimental evaluation of baselines for forecasting social media timeseries	3
Companies under stress: the impact of shocks on the production network	3
A path-based approach to analyzing the global liner shipping network	3
Evaluating structural edge importance in temporal networks	3
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions	3
Enriching feature engineering for short text samples by language time series analysis	3
Human biases in body measurement estimation	3
Forecasting patient flows with pandemic induced concept drift using explainable machine learning	3
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	3
Large scale analysis of gender bias and sexism in song lyrics	3
Quantifying participation biases on social media	3
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis	3
Deflating the Chinese balloon: types of Twitter bots in US-China balloon incident	2
Temporal patterns of reciprocity in communication networks	2
State-space models reveal bursty movement behaviour of dance event visitors	2
The potential of Facebook advertising data for understanding flows of people from Ukraine to the European Union	2
The geometry of suspicious money laundering activities in financial networks	2
Sweet tweets! Evaluating a new approach for probability-based sampling of Twitter	2
Mapping state-sponsored information operations with multi-view modularity clustering	2
Explaining human mobility predictions through a pattern matching algorithm	2
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania	2
Trade synchronization and social ties in stock markets	2
Estimating ideology and polarization in European countries using Facebook data	2
Remaining popular: power-law regularities in network dynamics	2
On the adoption of e-moped sharing systems	2
Arab reactions towards Russo-Ukrainian war	2
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network	2
Competition-driven modeling of temporal networks	2
Finding epic moments in live content through deep learning on collective decisions	2
Sustainability of Stack Exchange Q&A communities: the role of trust	2
Heaps’ law and vocabulary richness in the history of classical music harmony	2
Tainted ties: the structure and dynamics of corruption networks extracted from deferred prosecution agreements	2