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Studying social networks in the age of computational social science
Social and behavioral sciences now stand at a critical juncture. The emergence of Computational Social Science has significantly changed how social...
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The structure of segregation in co-authorship networks and its impact on scientific production
Co-authorship networks, where nodes represent authors and edges represent co-authorship relations, are key to understanding the production and...
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Higher-order structures of local collaboration networks are associated with individual scientific productivity
The prevalence of teamwork in contemporary science has raised new questions about collaboration networks and the potential impact on research...
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The effect of social media knowledge cascade: an analysis of scientific papers diffusion
Our goal is to reveal the social media knowledge cascade (SMKC) of the diffusion of scientific papers. PLoS Biology , one of the prestigious and...
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Use of Electronic Media and Social Media in the Scientific and Technical and Educational Spheres
AbstractThe trends and the prospects for the use of electronic media and social media in the scientific, technical, and educational spheres are...
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A comprehensive view of community detection approaches in multilayer social networks
Multilayer social networks are the main representative form for today’s social networks. In fact, the multiplicity of relations, the huge amount of...
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Systematic literature review on identifying influencers in social networks
Considering the ever-increasing size and complexity of social networks, develo** methods to extract meaningful knowledge and information from...
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Automated Text Psychodiagnostics and the Problem of Monitoring Social Networks
AbstractThe article presents a review of the results of the automated text psychodiagnostics obtained using the intellectual text analysis tool...
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Impacts of inter-institutional mobility on scientific performance from research capital and social capital perspectives
Industries have gradually relied on basic scientific research and discovery in academia to produce innovative products and enhance innovation...
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IEA-DP: Information Entropy-driven Adaptive Differential Privacy Protection Scheme for social networks
With the ever-increasing intertwining of social networks and daily existence, the accumulation of personal privacy information is steadily mounting....
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ScholarRec: a scholars’ recommender system that combines scholastic influence and social collaborations in academic social networks
Identifying and recommending influential scholars is one of the leading applications of scholarly data analytic. The existing methods to identify...
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A link prediction method based on compressed sensing for social networks
Link prediction is an important task in social network analysis, with the goal of evaluating the possibility of forming links between node pairs. In...
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Visualizing hidden communities of interest: A case-study analysis of topic-based social networks in astrobiology
Author networks in science often rely on citation analyses. In such cases, as in others, network interpretation usually depends on supplementary...
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Women and key positions in scientific collaboration networks: analyzing central scientists’ profiles in the artificial intelligence ecosystem through a gender lens
Scientific collaboration in almost every discipline is mainly driven by the need of sharing knowledge, expertise, and pooled resources. Science is...
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A multilayer network-based framework for investigating the evolution and resilience of multimodal social networks
In recent literature, multilayer networks are increasingly being used to model and manage complex scenarios. One of them well suited to be modeled...
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Influence maximization in community-structured social networks: a centrality-based approach
Influence maximization is a task in social network analysis that involves selecting a group of k individuals, known as the “seed set,” from the...
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Credibility aspects’ perceptions of social networks, a survey
Social networks are currently considered the universally superior information source for people as well as organizations. This source is considered...
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Review of Existing Methods and Technologies for Detection and Mitigation of Misinformation and Distorted Data in Social Networks
AbstractThe methods and technologies employed to detect and counter false news and distorted data in social networks are analyzed. An overview of...
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The dual dimension of scientific research experience acquisition and its development: a 40-year analysis of Chinese Humanities and Social Sciences Journals
Scientific experience is crucial for producing high-quality research, and the approach of acquisition can significantly impact its accumulation rate....
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Two-model active learning approach for inappropriate information classification in social networks
The work process of specialists in protection from information consists of many time-consuming tasks, including data collection, datasets formation,...