Designing a Parent Training Model to Prevent Cyber Space Risks in Students by Seyed Majid Karimi, Seyed Mohammadbagher Jafari, Gholamreza Sharifi Rad, Ali Akbar Khoshgoftar Moghadam

“…The advent of the Internet and social networking platforms, coupled with an increase in individual liberties, has enabled swift access to a plethora of diverse and frequently unethical content available online. …”
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Election Prediction on Twitter: A Systematic Mapping Study by Asif Khan, Huaping Zhang, Nada Boudjellal, Arshad Ahmad, Jianyun Shang, Lin Dai, Bashir Hayat

“…The results show that most of the studies implemented sentiment analysis (SA) followed by volume-based and social network analysis (SNA) approaches. The majority of the studies employed supervised learning techniques, subsequently, lexicon-based approach SA, volume-based, and unsupervised learning. …”
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Detecting anomalies in graph networks on digital markets. by Agata Skorupka

“…The article utilized three publicly accessible graph-based datasets: one describing the Twitter social network (TwiBot-20) and two describing Bitcoin cryptocurrency markets (Bitcoin OTC and Bitcoin Alpha). …”
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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…These findings highlight the LastBERT model's capacity to classify degrees of ADHD severity properly, so it offers a useful tool for mental health professionals to assess and comprehend material produced by users on social networking platforms. The study emphasizes the possibilities of knowledge distillation to produce effective models fit for use in resource-limited conditions, hence advancing NLP and mental health diagnosis. …”
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Social support sources for people with palliative care needs at home: a scoping review by Trudy Schutter, Ian Koper, Kris Vissers, Jeroen Hasselaar

“…Within the 27 included articles, nine studies provide results of social support interventions, which show that volunteer or professional services aimed at enhancing and mobilizing the informal social network of the patient are an important way of building supportive and sustainable social support networks. …”
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Development and Complex Dynamics at School Environment by Miguel Angel Fuentes, Juan Pablo Cárdenas, Natalia Carro, Mariana Lozada

“…Through the use of the mentioned methodologies, the current investigation provides new quantitative evidence of social network plasticity in children, an important topic which, to our knowledge, has been little studied. …”
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A SPOKESPERSON IN THE DIGITAL AGE: TRANSFORMATION, CHALLENGES AND OPPORTUNITIES by Nadiia Bilan, Vitalii Kornieiev, Margaryta Netreba

“…To deepen the understanding of the role of the spokesperson in the modern information space, the authors used such research methods as statistical analytics, in particular, the content analysis method, to systematize and cover the spokesperson’s messages on a digital platform, such as a sample of the official account of the institution’s spokesperson on a social network. The content included press releases, social media posts, live video messages, and public engagement. …”
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Contemporary digital sociology in search of meaning-making models: the proper and the actual. Review on articles from the research handbook of digital sociology edited by J. Skopek... by E. V. Andrianova, V. A. Davydenko, A. I. Rozmanov

“…The first part of this review presents the key ideas of 15 chapters, focusing on the foundational components of social  theory and their connections to the internet in daily life, digital  technologies for surveys and data processing, the significance  of mobile devices, big data, machine learning, agent-based  models of social phenomena, inclusive digital focus groups, social networking sites in professional contexts, online dating, partner selection based on digital information, the use of digital approaches in online markets, the application of YouTube in social sciences, and automated image analysis. …”
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Network approaches and interventions in healthcare settings: A systematic scoping review. by Ameneh Ghazal Saatchi, Francesca Pallotti, Paul Sullivan

“…Despite the proliferation of studies based on Social Network Analysis (SNA) tools and techniques, we still know little about how intervention programs aimed at altering existing patterns of social interaction among healthcare providers affect the quality of service delivery. …”
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‘The Apex of Hipster XML GeekDOM’ by Lynne Siemens, Ray Siemens, Hefeng (Eddie) Wen, Cara Leitch, Dot Porter, Liam Sherriff, Karin Armstrong, Melanie Chernyk

“…This methodological approach is drawn from marketing and organizational behavior, manifest in social networking, in the study of viral marketing campaigns conducted in online environments.  …”
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Physical Inactivity and Food Insecurity Are Associated with Social Capital: A Large-Scale Population-Based Study in Tehran by Amin Nakhostin-Ansari, Paria Akbari, Maryam Selk-Ghaffari, Amir Hossein Memari, Mohamad-Reza Vaez-Mahdavi, Mohsen Asadi-Lari

“…Participation in social events (OR = 0.893, 95% CI = 0.819–0.974, P = 0.011), social network (OR = 0.849, 95% CI = 0.786, P < 0.001), and voluntary activities (OR = 0.865, 95% CI = 0.812–0.921, P < 0.001) were all negatively associated with food insecurity. …”
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Getting back on track after treatment of cancer: A qualitative interview study of cancer survivors' experiences. by Doris van der Smissen, Marjolein Lugtenberg, Manon Enting, Laurens Beerepoot, Floortje Mols, Evelien Brouwers, Dareczka Wasowicz, Margot Joosen

“…First, cancer survivors reported an emotional fallout episode to often follow treatment, which was characterized by a loss of direction and control due to discontinuation of medical care, decreased support from healthcare professionals and their social network, and an emotional set back. Second, survivors experienced challenges with getting back on track such as the impact of impaired physical and cognitive functions, and challenges and uncertainty related to work and finances. …”
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Predictors of depression among Chinese college students: a machine learning approach by Lin Luo, Junfeng Yuan, Chenghan Wu, Yanling Wang, Rui Zhu, Huilin Xu, Luqin Zhang, Zhongge Zhang

“…Other significant predictors included academic stress, BMI, vital capacity, psychological resilience, physical fitness test scores, major satisfaction, and social network use. The model achieved an accuracy of 87.5% and an AUC of 0.927. …”
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Recruiting hard-to-reach populations via respondent driven sampling for mobile phone surveys in Colombia: a qualitative study by Camila Solorzano-Barrera, Mariana Rodriguez-Patarroyo, Angélica Tórres-Quintero, Deivis Nicolas Guzman-Tordecilla, Aixa Natalia Franco-Rodriguez, Vidhi Maniar, Prakriti Shrestha, Andrés I. Vecino-Ortiz, George W. Pariyo, Dustin G. Gibson, Joseph Ali

“…Recruitment strategies are valuable in part because hard-to-reach populations are often most accessible through their contacts within their social network who can serve as trust liaisons and drive engagement. …”
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Screening for social anxiety disorder in students of Jordan universities after COVID-19 pandemic: a cross-sectional survey study by Abdallah Y Naser, Othman Beni Yonis, Ahlam J Alhemedi, Hadeel Allan, Ghalia abu Mohsen, Ayham Almasri, Haitham Abdulrazzeq, Islam Khasawneh, Osama El-khateeb

“…The median number of viewing hours spent on social networking sites was 4.0 (IQR: 3.0–6.0). The median SAD score was 19 (IQR: 10–32) out of 68, which represents 27.9% of the maximum attainable score. …”
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Medication-related experiences of patients with polypharmacy: a systematic review of qualitative studies by Anne Frølich, Christian Ulrich Eriksen, Stavros Kyriakidis, Line Due Christensen, Ramune Jacobsen, Jannie Laursen, Mikkel Bring Christensen

“…Based on the reported experiences, we recommend that healthcare professionals upscale communicative efforts and involve patients’ social network on an individualised basis to facilitate shared decision-making and treatment adherence in multimorbidpatients with polypharmacy.…”
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The Role of Technical Car Features in Managing and Promoting New Peer-to-Peer Car-Sharing Systems: Insights from Potential Users and Strategic Implications for Service Providers by Katarzyna Turoń, Andrzej Kubik, Piotr Folęga, Andrzej Wilk, Peter Bindzar, Truong M. N. Bui

“…The study employs Social Network Analysis (SNA) to examine the interrelationships between vehicle attributes. …”
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Analysis of Complex Transportation Network and Its Tourism Utilization Potential: A Case Study of Guizhou Expressways by Sihong Chen, Jianchao Xi, Menghao Liu, Tao Li

“…This study employed complex network theory, social network analysis, kernel density analysis, and bivariate autocorrelation to characterize the spatial structure of expressway transport networks in terms of geographical centrality. …”
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(Meta)verse as the next escaper from competition public enforcement by Luca Megale

“…The latter emphasizes the shift from being a social network company to becoming a metaverse one. The paper argues that a new digital world is laying its foundations, and competition public enforcement risks being caught off-guard again. …”
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Orthodontic interventions as a management option for children with residual obstructive sleep apnea: a cohort study protocol by Carlos Flores-Mir, Nathalia Carolina Fernandes Fagundes, Arnaldo Perez-Garcia, Daniel Graf, Giseon Heo

“…The findings will be shared with scientific and patient content-specific social network communities to maximise their impact on clinical practice and future research in the study topic.Trial registration number NCT03821831; Pre-results.…”
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