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Mental disorder and suicidal ideation detection from social media using deep neural networks
Depression and suicidal ideation are global reasons for life-threatening injury and death. Mental disorders have increased especially among young...
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Skill, status and the Matthew effect: a theoretical framework
To gain a deeper understanding of the Matthew effect in academic recognition among researchers, three social influence models of status hierarchies...
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On how breaking traffic rules affects vehicle flow
Traffic flow simulations typically assume that all drivers follow traffic rules, except for minor deviations. However, in many countries, drivers...
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Estimating the command hierarchy of a drug trafficking group based on criminals’ telecommunication network
It remains a puzzle whether status hierarchies, commonly found in legitimate economic organizations, also exist within organized crime groups....
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A systematic review and meta-data analysis of clinical data repositories in Africa and beyond: recent development, challenges, and future directions
A Clinical Data Repository (CDR) is a dynamic database capable of real-time updates with patients' data, organized to facilitate rapid and easy...
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The AI community building the future? A quantitative analysis of development activity on Hugging Face Hub
Open model developers have emerged as key actors in the political economy of artificial intelligence (AI), but we still have a limited understanding...
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Forecasting executive approval with social media data: opportunities, challenges and limitations
In recent years, several studies have explored the potential of social media data in forecasting electoral outcomes and public opinion trends, with...
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The measurement errors of google trends data
Google Trends is a popular data source that has been utilized in hundreds of studies across various fields, including information technology,...
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A machine learning approach to detect collusion in public procurement with limited information
Public procurement spending reaches $9.5 trillion annually, yet bid-rigging remains a significant, undetected issue. Existing methods require...
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Mentions of prejudice in news media – an international comparison
Previous research has identified a post-2010 sharp increase of terms used to denounce prejudice (i.e. racism , sexism , homophobia , Islamophobia , anti-Semitism...
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Impact of technostress and work-family conflict on turnover intention among nurses in Bangladesh: a moderation effect of perceived supervisor support
The objective of this study was to analyse the impact of Technostress (TS) and Work-family Conflict (WFC) on Turnover Intention (TI) with respect to...
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Empowering users in minimizing air pollution exposure during travel: a scalable algorithmic solution
This paper introduces a unique approach for health-optimal route planning in urban environments, integrating real-time Air Quality Index (AQI) and...
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Fast meta-analytic approximations for relational event models: applications to data streams and multilevel data
Large relational-event history data stemming from large networks are becoming increasingly available due to recent technological developments (e.g....
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An exploration of the motivations of catfish perpetrators and the emotions and feelings expressed by catfish victims using automated linguistic analysis and thematic analysis
Catfishing is a form of online deception where an individual presents themselves as an identity that is not their own. The study reported in this...
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A model-based boosting approach to risk factors for physical intimate partner violence against women and girls in Mexico
The goal of this study was to identify and describe the extent to which a comprehensive set of risk factors from the ecological model are associated...
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Patterns of stability in complex contagions
Contagions refer to the spread or transmission of diseases, behaviors, beliefs, or emotions. While some contagions easily propagate throughout entire...
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Is meritocracy just? New evidence from Boolean analysis and Machine learning
This research explores the paradoxes of meritocracy using two distinct investigations. The first, employing Boolean analysis, uncovers an irony in...
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Benchmarking of Secure Group Communication schemes with focus on IoT
As Internet of Things (IoT) devices become ubiquitous, they face increasing cybersecurity threats. Unlike standard 1-to-1 communication, the unique...
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The ripple effect of retraction on an author’s collaboration network
Scientists involved in scientific misconduct may face social stigmatization, leading to isolation and limited opportunities for collaboration. The...
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Advancing language models through domain knowledge integration: a comprehensive approach to training, evaluation, and optimization of social scientific neural word embeddings
This article proposes a comprehensive strategy for training, evaluating, and optimizing domain-specific word2vec-based word embeddings, using social...
