Deep Learning-Based Feature Extraction Technique for Single Document Summarization Using Hybrid Optimization Technique by Jyotirmayee Rautaray, Sangram Panigrahi, Ajit Kumar Nayak, Premananda Sahu, Kaushik Mishra

“…Presently, the exponential growth of unstructured data on the web and social networks has made it increasingly challenging for individuals to retrieve relevant information efficiently. …”
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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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Village Savings, Loan Associations (Vsla) and Socio -Economic Empowerment of Vulnerable People in Kamuganguzi Sub County, Kabale District by Deus, Mwijukye

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Nutritional knowledge and practices of low-income women during pregnancy: a qualitative study in two Oaxacan cities by Marian Marian, Ramona L. Pérez, Amanda C. McClain, Samantha Hurst, Elizabeth Reed, Kathryn M. Barker, Rebecka Lundgren

“…Results Five key themes emerged linked to individual-level characteristics and the multiple social identities related to the social support for nutritional knowledge and practices among low-income Oaxacan women during pregnancy: (1) Life experiences, sociodemographic, and health characteristics that influence nutritional practices and knowledge during pregnancy; (2) Female family members as a primary source of nutritional knowledge and food support; (3) Support from other members of women’s social networks; (4) Medical guidance for nutrition during pregnancy; and (5) Quality and gaps in the broader health care system and social services. …”
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CHALLENGES FOR UNIVERSITIES TO ONLINE TECHNOLOGIES IMPLEMENTATION IN THE CONDITIONS OF WAR IN UKRAINE by Yuliia Sytnykova, Tаtyana Petrenko, Oksana Bezkorovaina, Anastasiia Ptushka

“…The main pedagogical difficulties were overcome with basic methods (online and offline), teaching forms such as lectures, seminars, and practical classes online, and offline, and, finally, different tools/means/platforms (video/audio recordings, corresponding emails, social networks, Moodle platform, etc.). The psychological state of both teachers and students in the circumstances of online education was also examined. …”
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Career Development Center Berbasis Social Media Menggunakan Algoritma Gale-Shapley dan Framework Codeigniter by Rifky Syaripudin, Oman Komarudin, Intan Purnamasari

“…The results of the designed application have the main function as a job search social networking site. This application can help students find vacancies that match their expertise using the vacancy recommendation facility, while companies can more easily find prospective workers with the facility for recommending prospective workers. …”
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Analisis Forensik Digital untuk Investigasi Kasus Cyberbullying pada Media Sosial Tiktok by Halimah Septya Mikayla, Ari Kusyanti, Primantara Hari Trisnawan

“…It involves the creation of case scenarios and the application of a digital forensic investigative model specifically focused on social networks. The scenario phase encompasses preparation, design, and implementation. …”
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Village Savings and loan associations and socio-economic empowerment of vulnerable people in Kamuganguzi Sub-County Kabale, District, Uganda. by Deus, Mwijukye, Moses, Agaba

“…The recommendations were; need to improving the health status of women in families as well as children since they are regarded vulnerable in order to let them live happily; there should be improved nutrition and food supply to all families to let children and other members grow healthy and live a happy life; increased household income should be the ultimate goal fostered by credit accessibility in the area which must be done with ease through the start of small and medium enterprises especially women; it is recommended that the vulnerable groups of people have the replacement of the damaged property in case of any loss aiming at keeping standards of living at household level; achieving flexibility to immense development of social capital required the development of the saving culture that promotes regular income to help the community solve their personal problems; the social fund should be a unifying factor that enhances development through increased social networking to allow information flow since information is power.…”
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Synthesizing the impact of armed conflicts on food security, livelihoods and social dynamics in Amhara region, Ethiopia by Jemal Hassen Muhyie, Desalegn Yayeh, Seblewongiel Ayenalem Kidanie, Wubshet Asnake Metekia, Temesgen Tilahun

“…Communities’ religious and traditional values, informal social networks ​​are affected by the impact of armed conflict, complicating communities’ reconstruction efforts. …”
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Descripción de la estructura familiar de una muestra de pacientes con hemofilia. Comparación Argentina-México / Description of a Sample of Hemophilia Patients’ Family Structures: A... by Maricela Osorio-Guzmán, Silvina Graña

“…Abstract: Chronic diseases such as hemophilia go beyond the containment of institutional health care systems and involve not only a patient’s personal daily life but also their social networks. This situation deteriorates when the affected patient is a child. …”
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La realidad de mujeres transexuales y sus movimientos sociales en Sudamérica en tiempos de COVID-19 by Alessandra Mawu Defendi Oliveira

“…It is of utmost importance based on the analysis of local and international newspapers, the websites of organizations and social networks, texts on trans health, human rights and gender studies, in addition to interviews with some of the leaders and activists of some of these social movements. …”
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Village Savings and Loan Associations and Socio-Economic Empowerment of Vulnerable People in Kamuganguzi Sub-County Kabale, District, Uganda by Mwijukye, Deus, Moses, Agaba

“…The recommendations were; need to improving the health status of women in families as well as children since they are regarded vulnerable in order to let them live happily; there should be improved nutrition and food supply to all families to let children and other members grow healthy and live a happy life; increased household income should be the ultimate goal fostered by credit accessibility in the area which must be done with ease through the start of small and medium enterprises especially women; it is recommended that the vulnerable groups of people have the replacement of the damaged property in case of any loss aiming at keeping standards of living at household level; achieving flexibility to immense development of social capital required the development of the saving culture that promotes regular income to help the community solve their personal problems; the social fund should be a unifying factor that enhances development through increased social networking to allow information flow since information is power…”
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Village Savings And Loan Associations (VSLA) and Socio -Economic Empowerment of Vulnerable People in Kamuganguzi Sub County Kabale District. by Mwijukye, Deus

“…The recommendations were; need to improving the health status of women in families as well as children since they are regarded vulnerable in order to let them live happily; there should be improved nutrition and food supply to all families to let children and other members grow healthy and live a happy life; increased household income should be the ultimate goal fostered by credit accessibility in the area which must be done with ease through the start of small and medium enterprises especially women; it is recommended that the vulnerable groups of people have the replacement of the damaged property in case of any loss aiming at keeping standards of living at household level; achieving flexibility to immense development of social capital required the development of the saving culture that promotes regular income to help the community solve their personal problems; the social fund should be a unifying factor that enhances development through increased social networking to allow information flow since information is power. …”
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Qualitative application of the diffusion of innovation theory to maternity waiting homes in rural Zambia by Jeanette L. Kaiser, Rachel M. Fiorillo, Taryn Vian, Thandiwe Ngoma, Kayla J. Kuhfeldt, Michelle L. Munro-Kramer, Davidson H. Hamer, Misheck Bwalya, Viviane R. Sakanga, Jody R. Lori, Eden Ahmed Mdluli, Peter C. Rockers, Godfrey Biemba, Nancy A. Scott

“…Having opinion leaders who communicate the relative advantage of MWHs to pregnant women and their social networks may facilitate MWH utilization. The complexity of decisions and resources needed to stay at MWHs remains a critical barrier to use. …”
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Jaringan Komunitas Berbasis Similaritas Topik Bahasan dan Emosi untuk Mengidentifikasi Perilaku Pengguna Twitter by Apriantoni Apriantoni, Diana Purwitasari, Agus Budi Raharjo

“…Therefore, exploring the relationship between behavior and user community in the social networks is very important to find the implication of the COVID-19 pandemic on behavior changes of Twitter users. …”
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Penggunaan Internet Dikalangan Siswa SD di Kota Ternate: Suatu Survey, Penerapan Algoritma Clustering dan Validasi DBI by Firman Tempola, Miftah Muhammad, Abdul Mubarak

“…The results of this study of 933 respondents obtained 51.45% of elementary school students in Ternate were active in social networks with 53.70% on whatsapp, 40.30% on Instagram and 27.80% on Facebook. …”
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Relato de uma extensão em tempos de isolamento social: Criação de um recurso educacional sobre matemática na pandemia de COVID-19 by Leila Thomazelli Thieghi, Fabio Luiz Sant'Anna Cuppo

“…Report of an extension project in times of social isolation: Creation of an educational resource on mathematics during the COVID-19 pandemic  Abstract: During the COVID-19 pandemic there was an urgent global need to adapt to remote activities, and university extension programs adapted many of their initiatives to be carried out on social networks. In this context, the extension project “Mathematics in the COVID-19 Pandemic” at UNIFESP emerged, where two university professors with degrees in Physics proposed to bring mathematical knowledge and information to people through Facebook. …”
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