Urban Dealing with Pandemic: Comparative Responses on Spanish Flu and the Covid-19 Era in Indonesia by Pulung Sumantri, Ahmad Muhajir, Taslim Batubara

“…Mass media with information technology to social media are further expanding the spectrum from outbreak news to produce more powerful amplifications. …”
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Antecedents of Traveller Identification and Satisfaction As a Consequence of Traveller Decisions by Muhammad Aqsa, Aetken Ibrahim, Suparman Parintak, Anne Attas

“…Conclusion: Increasing infrastructure and supporting facilities can increase tourism potential and wider use of promotional media such as social media promotions can increase the reach of promotions carried out. …”
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Analysis of over 1600 chemistry YouTube channels from 2005 to 2023 by Scott Gardner, Gabriela Bezati, Tristen Godfrey, Katie Baird, Usamah Bilal, Emma Loudon, Rhona Young, Lewis E. MacKenzie

“…We also examined the number of videos produced, channel lifespans, the use of features such as playlists and short-form videos, apparent revenue streams (outside of default advertising), the use of other social media and whether or not channels were exclusively producing chemistry content. …”
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AI-Driven Mental Health Surveillance: Identifying Suicidal Ideation Through Machine Learning Techniques by Hesham Allam, Chris Davison, Faisal Kalota, Edward Lazaros, David Hua

“…A predictive model was developed to process social media posts in real time, using NLP and sentiment analysis to detect textual and emotional cues associated with distress. …”
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Prevalence and Predictors of COVID-19 Vaccine Hesitancy among Health Care Workers in Tertiary Health Care Institutions in a Developing Country: A Cross-Sectional Analytical Study by Chinedu Anthony Iwu, Pius Ositadinma, Victor Chibiko, Ugochukwu Madubueze, Kenechi Uwakwe, Uche Oluoha

“…About 30% of the respondents reported that they trusted information from the Internet and social media relating to COVID-19 and its vaccine. However, respondents who felt there was enough information about the vaccine and its safety were more than two and a half times more likely to be vaccine-hesitant (aOR: 2.77). …”
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Consolidating Medical Education in Sudan During War by Mohamed H. Taha, Nazik E. Husain, Wail Nuri Osman Mukhtar, Mohamed Elhassan Abdalla

“…Online and remote education, including asynchronous learning and social media platforms, overcome access barriers and fosters knowledge sharing. …”
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Assessing Familiarity, Usage Patterns, and Attitudes of Medical Students Toward ChatGPT and Other Chat-Based AI Apps in Medical Education: Cross-Sectional Questionnaire Study by Safia Elwaleed Elhassan, Muhammad Raihan Sajid, Amina Mariam Syed, Sidrah Afreen Fathima, Bushra Shehroz Khan, Hala Tamim

“…A questionnaire was distributed through social media channels to medical students at Alfaisal University who were 18 years or older. …”
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Exploring Product Innovation and Consumer Attitudes in Molecular Gastronomy: Marketing Insights for the Gourmet Food Industry by Min-Yen Chang, Chiao-Xuan Huang, I-Kai Lin, Han-Shen Chen

“…The increasing popularity of social media and the growth of gourmet food culture have elevated molecular gastronomy as a unique dining experience that enhances consumers’ perceptions of value through innovative food presentation and sensory marketing strategies. …”
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Enhancing customer value co-creation through online brand interactivity: A comparative analysis of search-hedonic and experience-hedonic products by Rae Secioria, Adi Zakaria Afiff, Sri Rahayu Hijrah Hati, Muhammad Gunawan Alif

“…Employing a quantitative methodology, data were gathered from 836 active social media participants engaged in these brand communities through a structured online survey. …”
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Long-term engagement in smoking cessation campaign: A mixed methods randomized trial. by Robert Schwartz, Tracey Borland, Maaz Shahid, Karen Kuzmich, Michael Chaiton

“…Compared with Control Group members, they had significantly higher rates of: unaided and aided campaign awareness; engagement with the social marketing campaign (website visits, social media visits, likes/shares); actions towards making quit attempts; quit attempts. …”
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The development of modern-day competences in education, in the context of an agile approach by János Varga, Ágnes Csiszárik-Kocsir, Mónika Garai-Fodor

“…Digitalisation and digital content, social media platforms, the unlimited amount of information available on the internet, require a whole new set of people and knowledge. …”
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Detection the topics of Facebook posts using text mining with Latent Dirichlet Allocation (LDA) algorithm by Shahlaa Mashhadani

“…Latent Dirichlet Allocation (LDA) and digital forensics intersect through analyzing and classifying textual digital evidence in social media, including Facebook, in which text data is the main focus. …”
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Characteristics of commercial determinants of health research on corporate activities: A scoping review. by Raquel C Burgess, Kate Nyhan, Naisha Dharia, Nicholas Freudenberg, Yusuf Ransome

“…CDH-focused investigations of corporate practices conducted by less-studied industries (e.g., social media) and in lower-income regions are recommended. …”
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Lip forgery detection via spatial-frequency domain combination by Jiaying LIN, Wenbo ZHOU, Weiming ZHANG, Nenghai YU

“…In recent years, numerous “face-swapping” videos have emerged in social networks, one of the representatives is the lip forgery with speakers.While making life more entertaining for the public, it poses a significant crisis for personal privacy and property security in cyberspace.Currently, under non-destructive conditions, most of the lip forgery detection methods achieve good performance.However, the compression operations are widely used in practice especially in social media platforms, face recognition and other scenarios.While saving pixel and time redundancy, the compression operations affect the video quality and destroy the coherent integrity of pixel-to-pixel and frame-to-frame in the spatial domain, and then the degradation of its detection performance and even misjudgment of the real video will be caused.When the information in the spatial domain cannot provide sufficiently effective features, the information in the frequency domain naturally becomes a priority research object because it can resist compression interference.Aiming at this problem, the advantages of frequency information in image structure and gradient feedback were analyzed.Then the lip forgery detection via spatial-frequency domain combination was proposed, which effectively utilized the corresponding characteristics of information in spatial and frequency domains.For lip features in the spatial domain, an adaptive extraction network and a light-weight attention module were designed.For frequency features in the frequency domain, separate extraction and fusion modules for different components were designed.Subsequently, by conducting a weighted fusion of lip features in spatial domain and frequency features in frequency domain, more texture information was preserved.In addition, fine-grained constraints were designed during the training to separate the inter-class distance of real and fake lip features while closing the intra-class distance.Experimental results show that, benefiting from the frequency information, the proposed method can enhance the detection accuracy under compression situation with certain transferability.On the other hand, in the ablation study conducted on the core modules, the results verify the effectiveness of the frequency component for anti-compression and the constraint of the dual loss function in training.…”
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How can more women with pre-existing type 1 and type 2 diabetes be supported to prepare for pregnancy after a baby loss? A qualitative exploration of lived experiences in the UK by Ruth Bell, Judith Rankin, Eleanor Dyer, Ruth Graham

“…Data were analysed using Reflexive Thematic Analysis.Setting Participants reflected on care received at primary and secondary centres across the UK.Participants Twelve predominantly White, British women with type 1 (n=9) and type 2 (n=3) diabetes with experience of baby loss and subsequent pregnancy were recruited through social media.Results Three interrelated themes: (1) decisions around becoming pregnant after baby loss, (2) the triple burden of baby loss, diabetes and preparing for pregnancy, (3) gaps in the inter-pregnancy interval. …”
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Integration of data sets for modelling gender violence and perception of insecurityZenodo by Sandra Lucía Hernández Zetina, Ana Belén Anquela Julián, Ángel Esteban Martín Furones, Carlos Martinez Montes, Santos Fernández Noguerol

“…The collection includes quantitative and qualitative variables obtained and processed from open data, georeferenced publications from a social media platform, and points located through participatory mapping sessions.The data is structured in raw format, organized by country and city, and categorized according to the data source used while processing, which allows unrestricted access with most data analysis software and it does not depend on specific licenses. …”
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Novel Node Centrality-Based Efficient Empirical Robustness Assessment for Directed Network by Xiaolong Deng, Hao Ding, Yong Chen, Cai Chen, Tiejun Lv

“…Then, with the abundant experiments on the synthetic signed network and real-life networks derived from directed online social media and directed human mobile phone calling network, it has been proved that our ITG and IMpv based on directed social network robustness and node vulnerability assessment method is more accurate, efficient, and faster than several traditional centrality methods such as degree and betweenness. …”
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Breast Cancer Knowledge and Practice of Breast Self-Examination among Female University Students, Gaza by Samira S. Abo Al-Shiekh, Mohamed Awadelkarim Ibrahim, Yasser S. Alajerami

“…The majority of the students (80.2%) had previous information about breast cancer acquired from different sources, university studies (57%), the Internet (45%), and social media (41%). Findings showed good scores (≥70%) regarding signs and symptoms and risk factors of breast cancer; however, low knowledge scores (<70%) were detected regarding general knowledge about breast cancer disease, methods of early detection and management, and applying steps of practicing BSE. …”
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A Semantic-Context Embedding Enhanced Attention Fusion BiLSTM: Unraveling Multilingual Sentiments in Product Reviews with Advanced Deep Learning by Amit Purohit, Pushpinder Singh Patheja

“…With practical applications in sentiment-driven platforms operating in multiple languages, the research presents a method for complex SA in e-commerce, social media, and customer feedback systems. It also emphasizes the significance of comprehending multilingual opinions for enhancing marketing strategies, driving business decisions, and improving customer satisfaction.…”
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Have you seen this fish? Important contribution of stakeholder observations in documenting the distribution and spread of an alien fish species in Iceland by Theresa Henke, Hlynur Bárðarson, Magnús Thorlacius, Guðbjörg Asta Ólafsdóttir

“…We compiled records of European flounder reported by the recreational fishing community both when directly approached with an anonymous online survey as well as via social media conversations applying the approach of iEcology. …”
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