Analysis of Revenue Incentive Dynamic Mechanism of Financial Supply Chain from the Perspective of the Internet of Things by Yue Yin

“…The incentive mechanism between the service provider of the chain supply chain financial platform and the core enterprise promotes the better implementation of blockchain technology and supply chain finance. …”
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Spatial Learning Is Associated with Antagonist Outcomes for DNA Methylation and DNA Hydroxymethylation in the Transcriptional Regulation of the Ryanodine Receptor 3 by Rodrigo F. Torres, Bredford Kerr

“…Relative expression analysis revealed that spatial learning increased the hippocampal levels of Ryr3, whereas mice trained using a visible platform that resulted in no spatial association showed reduced expression. …”
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Deep Learning Models to Predict Fatal Pneumonia Using Chest X-Ray Images by Satoshi Anai, Junko Hisasue, Yoichi Takaki, Naohiko Hara

“…This study investigated the feasibility of classifying fatal pneumonia based on CXR images using deep learning models on publicly available platforms. Methods. CXR images of patients with pneumonia at diagnosis were labeled as fatal or nonfatal based on medical records. …”
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Identification of Fake Comments in E-Commerce Based on Triplet Convolutional Twin Network and CatBoost Model by Juanjuan Peng

“…Overall, the model has improved the recognition performance, proving its effectiveness in providing consumers with a more accurate and reliable shopping experience, while also providing platform managers with a scientific and efficient regulatory tool.…”
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The influence of social networks on finding and selecting healthcare professionals by Letícia Miquelitto GASPARONI, Vinícius Neves MARCOS, Cláudio Mendes PANNUTI, Sílvia Maria Morales PEREIRA

“…Abstract Social networks consist of a group of individuals connected by family, work, or other interests and facilitated by an online structure or platform. They are also a relatively recent and widely used marketing phenomenon that is constantly evolving. …”
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THE DEMAND FOR VIDEO CONTENT AMONG STUDENT YOUTH IN MODERN SOCIETY by Ekaterina V. Baranova, Yulia R. Guro-Frolova, Elena G. Sokolova

“…A sociological experiment without observing subsequent changes is an empirical, descriptive study conducted through specially designed electronic survey forms in the Internet on the Yandex platform, as well as oral standardized interviewing. …”
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Cyber anti-intellectualism and science communication during the COVID-19 pandemic: a cross-sectional study by Yan Kuang

“…However, the rise of anti-intellectualism on social media platforms has posed significant challenges to science, scientists, and science communication, hindering effective public engagement with scientific affairs. …”
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Advancing Hydrogel-Based 3D Cell Culture Systems: Histological Image Analysis and AI-Driven Filament Characterization by Lucio Assis Araujo Neto, Alessandra Maia Freire, Luciano Paulino Silva

“…Using the Teachable Machine platform, images were grouped and trained for subsequent prediction. …”
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DC-BiLSTM-CNN Algorithm for Sentiment Analysis of Chinese Product Reviews by Yuanfang Dong, Xiaofei Li, Meiling He, Jun Li

“…Chinese, a predominant language on e-commerce platforms, presents unique challenges in sentiment analysis due to its character-based nature. …”
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Where are Our Educators? by Елізабет Тюнс, Зоя Рібейро Престес

“…For exempl, a confessed Manichaeism was present in the initial vision of Max Fisher – a reporter for the New York Times – regarding social networks and digital platforms, as he himself declared in the book The Chaos Machine (Fisher, 2023), which he published in 2022, translated into Portuguese, in 2023. …”
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Construire un outil d’association de données à l’heure de l’open data : La Fabrique Numérique du Passé (FNP) by Laurent Costa

“…To illustrate this, we will be using a new tool that we hope to put into perspective: the open data platform La Fabrique Numérique du Passé. La Fabrique Numérique du Passé (FNP), an open data platform for geohistorical data, has set itself the goal of developing accessible tools for the sciences of heritage and the past to capitalise on and make available data, in accordance with the principles of open data and fair data. …”
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Evolution of Cluster Policy in Japan by А. V. Belov

“…The fourth section elucidates the contemporary approach to fostering the innovation process within a regional context, known as the “platform model,” and underscores the rationale for modifying the cluster approach. …”
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Enhanced thermal dissipation for BCB-bonded 3D integrated membrane photonic circuits by Salim Abdi, Kevin Williams, Yuqing Jiao

“…Indium–phosphide membrane on silicon is a nanophotonics platform which allows for monolithic integration of sub-micron nanophotonic waveguide circuits with native and efficient amplifiers and lasers. …”
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A cost‐effective video system for a rapid appraisal of deep‐sea benthic habitats: The Azor drift‐cam by Carlos Dominguez‐Carrió, Jorge Fontes, Telmo Morato

“…Here we describe the Azor drift‐cam, a cost‐effective video platform designed to conduct rapid appraisals of deep‐sea benthic habitats. …”
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Hierarchical proxy consensus optimization for IoV based on blockchain and trust value by Baoqin ZHAI, Jian WANG, Lei HAN, Jiqiang LIU, Jiahao HE, Tianhao LIU

“…With the rapid development of Internet of vehicles, 5G and artificial intelligence technologies, intelligent transportation has become the development trend of transportation technology.As a vehicle-vehicle and vehicle-road information interaction platform, the Internet of vehicles is the basic support platform for intelligent traffic information sharing and processing.At the same time, the security of Internet of vehicles has attracted much attention, especially data security which may cause user privacy leakage.The blockchain technology has become a solution, but it still faces new challenges in efficiency, security and other aspects.With the increase of vehicle nodes and information, how to efficiently achieve information consensus in high-speed vehicle moving environment has become a key problem.Then a bottom-up RSU (road side unit) chain consensus protocol was proposed based on blockchain and trust value.Several typical consensus structures were compared, and bottom-up two-layer consensus structure was adopted according to the actual scenarios of the Internet of vehicles.Moreover, a group leader node election algorithm was proposed which is based on node participation, work completion and message value.The system security was ensured by assigning trust value to each vehicle.Following the consensus structure and algorithm work mentioned above, the specific process of the protocol was comprehensively described, which was divided into six steps: region division, group leader node selection, local consensus, leader primary node selection, global consensus, and intra-domain broadcast.Then the experiments were analyzed from four aspects: security, communication complexity, consensus algorithm delay and fault tolerance rate.Experiments showed that, compared with other schemes, the proposed protocol can effectively reduce communication complexity and shorten consensus delay under the condition of resisting conspiracy attack, witch attack and other attacks.On the premise of security, the protocol improves fault tolerance rate and enables more nodes to participate in information sharing to satisfy the requirements of Internet of vehicles scenarios.…”
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Incremental Cost Analysis of Training of Trainers and Helpers in Problem Management Plus (PM+) Using an Ensuring Quality in Psychological Support (EQUIP) Competency-based Approach... by Gloria A. Pedersen, Niko C. Gautam, Kriti Pudasaini, Nagendra P. Luitel, Michael W. Long, Alison Schafer, Brandon A. Kohrt

“…For PM+ trainers, a standard PM+ ToT costs NPR 63,800.06 (US$510.40), with additional training on EQUIP competency-based approaches and digital platform costing an incremental NPR 45,111.15 (US$360.89). …”
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Improved recommender system using Neural Network Collaborative Filtering (NNCF) for E-commerce cosmetic product by Subhan Subhan, Deny Lukman Syarif, Endah Widhihastuti, Senda Kartika Rakainsa, Muhammad Sam'an, Yahya Nur Ifriza

“…This study presents an enhanced recommender system tailored for e-commerce platforms specializing in cosmetic products. Traditional recommender systems often need help providing accurate and personalized recommendations due to the complexity and subjectivity inherent in cosmetic preferences. …”
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Investigating continuous intention to use metaverse in higher education institutions: a dual-staged structural equation modeling-artificial neural network approach by Reham Adel Ali, Mohamed Soliman, Muhammad Roflee Weahama, Muhammadafeefee Assalihee, Imran Mahmud

“…Abstract The current study explores metaverse adoption among higher education institutions (HEIs) in the light of a theoretical framework to empower future perspectives of the metaverse as a learning platform. Even though this technology was just recently introduced to the higher education sector, very few attempts have been made to evaluate its impact. …”
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Assessment of knowledge, attitudes, and perceptions toward flood risk insurance amongst low-income households in South Africa by David Lefutso, Abiodun A. Ogundeji, Gideon Danso-Abbeam, Yong S. Nyam

“…Increased adoption will come from simplified mobile platforms and communication strategies that highlight the benefits of insurance and risks of inaction. …”
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Zimbabwean communication agencies by Anna Oksiutycz, Abyshey Nhedzi

“…There is a growing trend to use digital platforms of communication, yet radio and print (magazines and newspapers) remain essential communication channels. …”
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