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Optimized Novel Text Embedding Approach for Fake News Detection on Twitter X: Integrating Social Context, Temporal Dynamics, and Enhanced Interpretability
Published 2025-02-01“…Abstract In the era of widespread misinformation, detecting fake news has become a crucial challenge, particularly on social media platforms. This paper introduces an optimized approach for Fake News Detection, combining BERT and GloVe embeddings with Principal Component Analysis (PCA) and attention mechanisms, enriched by social and temporal features for more effective text representation. …”
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Trafficking in cancer: from gene deregulation to altered organelles and emerging biophysical properties
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Pronunciation learning attitudes: The case of EFL undergraduate students in Indonesia
Published 2024-06-01“…Reflecting on the study results, it is hoped that English lecturers select more practical pronunciation teaching media that can make students more involved in the teaching and learning process and contribute to English pedagogy about the importance of improving learners’ positive attitude in pronunciation learning.…”
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Machine learning and public health policy evaluation: research dynamics and prospects for challenges
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To the Question on the Nature of Military Threats and Non-Military Responses
Published 2015-04-01“…This provided a rationale for the role and the place of the tasks ensuring military security in the common task of ensuring national security, the correlation of military and non-military threats.The final phase of the research, the results of which are set out in the article is devoted to analysis of military threats, which made it possible to identify their main structural elements: source, media, military-political and strategic nature, install the main factors defining the content of these elements and their interaction. …”
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Violence against psychiatric trainees from Asian countries: A pilot online survey
Published 2023-03-01“…Methods: An online, 15 item cross sectional pilot survey was designed and disseminated among psychiatric trainees in Asia through the World Network of Psychiatric Trainees, national and local networks of trainees, and social media. The questionnaire sought to enquire about the experience of physical, verbal, and sexual assaults and its impact. …”
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Analysis of conditions and criteria for shock pulse reproducibility on mechatronic test stands
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Informational support for women with endometriosis: a scoping review
Published 2025-02-01“…Results The majority of the 25 included studies focused on information resources, specifically webpages and social media sites. While few studies analysed information seeking behaviour and information needs, the evidence shows women’s high interest in a broad spectrum of information topics. …”
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The Efficiency of Direct Maturation: the Comparison of Two hiPSC Differentiation Approaches into Motor Neurons
Published 2022-01-01“…Differentiation into MNs was performed with standardized, chemically defined, and antibiotic-free culture media. The identity of hiPSC, neuronal progenitors, and mature MNs was continuously verified by the detection of specific markers at the genetic and protein level via qRT-PCR, flow cytometry, Western Blot, and immunofluorescence. …”
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Development of Professional Identity in Journalism Students Using Liberal Education Methods
Published 2020-07-01“…The goal was the introduction of liberal education techniques, namely, analytical writing, in-depth, slow reading and joint work on media projects, which contribute to the formation of professional identity of future journalists who are ready to work in the new conditions of a digital society. …”
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How does agricultural insurance influence grain production scale? An income-mediated perspective
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Connectivity and community structure of online and register-based social networks
Published 2025-01-01“…Abstract The dominance of online social media data as a source for large-scale social network studies has recently been challenged by networks constructed from state-curated register data. …”
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Informative architectures and citizen participation: a comparative study between the digital platforms Decidim and Rousseauv
Published 2022-11-01“…Just as more verticalized communicative structures (such as those of traditional mass media) tend to concentrate decision-making processes and power, more horizontalized structures end up favoring more collaborative and democratic actions: thus, we aimed to verify the extent to which the modes of elaboration and organization of information on these platforms, operating in digital network contexts, enable broad and effective modalities of citizen action…”
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