“…Machine learning techniques in network settings including community detection, clustering, and biclustering algorithms are presented with applications to social network analysis.…”
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“…We propose a modeling approach which considers collaboration processes as the evolution of a network of collaborative documents along with a social network of collaborators. Our modeling approach, accompanied by a graphical notation and formalization, allows to capture the influence of complex social structures formed by collaborators, and therefore facilitates such activities as the discovery of socially coherent teams, social hubs, or unbiased experts. …”
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“…The proposed mechanisms are based in web standards technologies, evolving our social network of Internet of Things towards the so-called Web of Things.…”
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“…We show that, in both situations, global mass media contribute to consensus and to prevent the fragmentation of the social network induced by the coevolutionary dynamics. …”
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“…The BMJ has locked horns with Facebook and the gatekeepers of international fact checking after one of its investigations was wrongly labelled with “missing context” and censored on the world’s largest social network. Rebecca Coombes and Madlen Davies report…”
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“…We examined whether higher social integration was associated with lower mortality in 5306 African-Americans from the Jackson Heart Study, who completed the Berkman-Syme Social Network Index in 2000–2004 and were followed until 2018. …”
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“…Multiple regression analysis showed that the factors significantly related to high parental self-efficacy were low loneliness score (β=−0.436, p<0.001), high social network score (β=0.153, p<0.001) and high community commitment score (β=0.110, p<0.01). …”
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“…Research suggests that a drinker's social network can play an integral role in addressing hazardous (i.e., high-risk) or problem drinking. …”
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“…The survey included socio-demographic data, PrEP awareness and readiness to use it, probability of MSM's social network to also use it, promptness to join PrEP-related studies, type of PrEP warranted and condomless anal sex practice in the last six months. …”
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“…These worries were assumed to be driven by: (1) lack of knowledge (2) experiences with fever (3) educational level and size social network (4) inconsistencies in paracetamol administration advice among healthcare professionals. …”
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“…RESULTS: Categories reflected the individual mother, her inner social network, her outer social network (informal support either face to face or online), and societal support (health professionals, work environment and breastfeeding being regarded as the cultural norm). …”
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“…METHODS AND ANALYSIS: We will use a detailed understanding of social network structure and function to identify novel ways of targeting influential individuals to foster cascades of behavioural change at a population level. …”
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“…Finally, a dynamic social network approach will be used to map EBP-related connectivity across all levels of the system for selected regions. …”
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“…While impact evaluations are important, there is a paucity of research into the more nuanced roles intervention and social network factors may play in achieving intervention outcomes, making it difficult to understand how different aspects of the intervention worked (or did not). …”
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“…RESULTS: NutCracker was developed as a social network–based app, and it includes cooking tips, nutritional advice, and Web-based quizzes. …”
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“…The analyses of players and teams’ behaviors during the FIFA World Cup may provide a better understanding on how football tactics and strategies have developed in the past few years in elite football. The Social Network Analysis (SNA) has been carried out in the investigations about passing distribution, improving the understanding on how players interact and cooperate during a match. …”
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“…This study aimed to understand the relationships of internet and social network use on informal caregivers’ health status, social support, and care burden. …”
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“…BACKGROUND: Studies have shown that social networks influence health behaviors, including the adoption of health innovations. …”
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“…The author-weighted scheme is required for quantifying author credits in an article to evaluate the author's RA. Social network analysis incorporating the Kano diagrams provided insights into the relationships between actors (eg, coauthors, MeSH terms, or journals). …”
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“…Collected data were processed through text mining (frequency analysis, term frequency–inverse document frequency analysis) and social network analysis (SNA) (degree centrality, convergence of iterated correlations analysis) by using TEXTOM 4.0 and UCINET 6 social network analysis software (Analytic Technologies Corp., Lexington, KY, USA). …”
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