Novel Node Centrality-Based Efficient Empirical Robustness Assessment for Directed Network by Xiaolong Deng, Hao Ding, Yong Chen, Cai Chen, Tiejun Lv

“…In essential, an online directed social network is a group-centered and information spread-dominated online platform which is very different from the traditional undirected social network. …”
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Unmasking health determinants and health outcomes for urban First Nations using respondent-driven sampling by J Smylie, M Firestone, S Maracle, M Spiller, P O'Campo

“…Common chronic diseases included arthritis, hypertension, diabetes and chronic obstructive pulmonary disease and rates of emergency room access were elevated.Conclusions RDS is an effective sampling method in urban Aboriginal contexts as it builds on existing social networks and successfully identified a population-based cohort. …”
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Sustainability of the state system in the context of digital transformation by V. A. Kornilovich, K. A. Aramyan, A. V. Milekhin, A. V. Mironov

“…In the era of the diversity of broadcast information, the dominance of the mass media and social networks, the public becomes a mass / crowd and an object of manipulation. …”
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Attenuation processes in positive social emotion upregulation: Disentangling functional role of ventrolateral prefrontal cortex by Dmitriy D. Bezmaternykh, Mikhail Ye. Melnikov, Evgeny D. Petrovskiy, Ksenia G. Mazhirina, Andrey A. Savelov, Mark B. Shtark, Patrik Vuilleumier, Yury Koush

“…We also found that individual perception of sociality modulates connectivity between affective and social networks. This study expands our understanding of neural circuits required to balance positive emotions in social situations and their rehabilitative potential.…”
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Zoological exhibitions in natural history museums: classic design and modern approach by Igor Evstafiev

“…This provides endless possibilities for involving such materials in exhibition activities, which is facilitated by the variety of social networks and various aggregators of visual and audio information available for exchange and use. …”
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Foodborne Event Detection Based on Social Media Mining: A Systematic Review by Silvano Salaris, Honoria Ocagli, Alessandra Casamento, Corrado Lanera, Dario Gregori

“…This systematic review evaluated the role of social networks in detecting and managing foodborne illnesses, particularly through the use of ML techniques to identify unreported events and enhance outbreak response. …”
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Substance use recovery needs among college students seeking recovery services: a thematic qualitative analysis by Lindsey M. Nichols, Tiffany B. Brown, Angela Allmendinger, Emily A. Hennessy, Emily E. Tanner-Smith

“…Abstract Background College students who are in recovery from substance use disorders face challenges related to abstaining from substance use, finding supportive social networks, and achieving their academic goals. These students may therefore seek out various recovery supports at their institutions to meet their needs and goals. …”
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Network Diffusion Framework to Simulate Spreading Processes in Complex Networks by Michał Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radosław Michalski, Piotr Bródka

“…For instance, by utilising these advancements, one can model structures such as social networks in a much more refined manner, which is particularly relevant in simulations of the spreading processes. …”
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The Development of Open Banking and the Analysis of Third-Party Providers in Azerbaijan by Aliakbar Abbasov

“…For the faster development of the open banking model in Azerbaijan, features such as ease of use, speed of transactions, security, elimination of forced dependence on multiple banking applications using TPPs, and the ability to control personal financial data features should be presented to the society with social networks, and other by means.…”
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High Performance Frequent Subgraph Mining on Transaction Datasets: A Survey and Performance Comparison by Bismita S. Jena, Cynthia Khan, Rajshekhar Sunderraman

“…Large amounts of graph data are produced in many areas, such as Bioinformatics, Cheminformatics, Social Networks, etc. Scalable graph data mining methods are getting increasingly popular and necessary due to increased graph complexities. …”
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‘It was just the given thing to do’: exploring enablers for high childhood vaccination uptake in East London’s Bangladeshi community—a qualitative study by Sadie Bell, Sandra Mounier-Jack, Ifra Ali

“…Our findings suggest culturally sensitive, person-centred delivery of vaccination services, alongside leveraging community dynamics and trusted social networks, are imperative to meeting the informational, linguistic and cultural needs that facilitate vaccine uptake within the Bangaldeshi community. …”
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Understanding how, for whom and under what circumstances telecare can support independence in community-dwelling older adults: a realist review by Lauren Fothergill, Niall Hayes, Yvonne Latham, Jenny Hamilton, Saiqa Ahmed, Carol Holland

“…Telecare that enables connections to existing or new social networks may reduce loneliness and social isolation for those who lack social resources. …”
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“I surely don’t call for fun”: experiences of being a “frequent caller” to the Danish emergency helpline by Camilla Braendstrup Laursen, Tine Bennedsen Gehrt, Linda Huibers, Claus Bossen, Ulla Vaeggemose

“…Results We found that our study participants “struggled along” in life and that they called 1-1-2 when they could not cope with their health conditions and difficult life circumstances themselves, and when neither their social networks nor the welfare society could help them out. …”
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Emotional perception of COVID-19 in Mexico: Comparative study between phase 1, phase 2 and the media by Isaias Vicente Lugo-González, Yuma Yoaly Pérez-Bautista, Ana Leticia Becerra-Gálvez, Margarita Fernández-Vega, Leonardo Reynoso-Erazo

“…Methods: Considering a chain sampling, a comparative study was carried out in which an evaluation battery was disseminated through email and social networks, which was answered by 1560 participants. …”
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The impact of task-sharing scalable mental health interventions on non-specialist providers: a scoping review by Manaswi Sangraula, Josheka Chauhan, Chynere Best, Caroline McEneaney, Cheenar Shah, Adam D. Brown, Brandon A. Kohrt

“…Benefits for NSPs included personal application of mental health skills, elevated community status and increased social networks. Challenges include burnout, lack of career progression and difficult workplace environments. …”
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Conceptual Transformations of Public Diplomacy by M. M. Lebedeva

“…Also, International Relations (in contrast to other fields of political science) does not study official channels of public diplomacy, including briefings for journalists by various state officials, especially interaction with an external audience through websites, social networks, etc. It is obvious that this subject area should attract the attention of researchers of International Relations to a greater extent than it is observed today.…”
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Perceived barriers to reaching equity in effective access to diagnosis and treatment for women with breast cancer in Chile by Carla Campaña, Báltica Cabieses, Alexandra Obach, Francisca Vezzani

“…The strategies for the recruitment process included social networks, civil society organizations, health professionals, and the snowball technique. …”
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Leveraging Social Media Data for Forest Fires Sentiment Classification: A Data-Driven Method by Warih Maharani, Hanita Daud, Noryanti Muhammad, Evizal Abdul Kadir

“…Objective: The purpose of this research is to assess the efficiency of Long Short-Term Memory (LSTM) method in classifying sentiment for social networks in regard to forest fires. This research aims to examine the effect of TF-IDF, unigram, and the FastText features on the effectiveness of the classification of sentiment. …”
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Validation of the Perceived hope scale in Arabic-speaking adults living in Gaza in the midst of war, destruction and death by Feten Fekih-Romdhane, Kamel Jebreen, Tasnim Swaitti, Mohammed Jebreen, Eqbal Radwan, Wafa Kammoun-Rebai, Mahmoud A. Abu Samra, Souheil Hallit

“…It was carried-out over a one-month period (September 2024) using an anonymous self-report questionnaire that was shared through social networks and the snowball sampling technique. A total of 534 Arabic-speaking Palestinian adults aged over 18 years and currently living in Gaza took part in the study. …”
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Equitable transportation and resilience hubs: Analysis of underserved population needs, usage, and travel behaviour by Thayanne G.M. Ciriaco, Syeda Narmeen Zehra, Veronica Wambura, Stephen D. Wong

“…This is particularly important for underserved populations who usually lack reliable access to shelters, transportation, and social networks. To begin addressing these problems and increase community capacity, resilience hubs – physical locations that support residents in emergencies and everyday conditions – have emerged as a possible equitable strategy. …”
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