A Deep Learning Framework for Enhancing Recommender Systems With Dual-Feedback Integration by V. Lakshmi Chetana, Hari Seetha

“…Collaborative filtering (CF)-based personalized recommendation systems are among the most widely adopted strategies for addressing information overload in modern markets. …”
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Leveraging Artificial Intelligence and Clinical Laboratory Evidence to Advance Mobile Health Applications in Ophthalmology: Taking the Ocular Surface Disease as a Case Study by Mini Han Wang, Yi Pan, Xudong Jiang, Zhiyuan Lin, Haoyang Liu, Yunxiao Liu, Jiazheng Cui, Jiaxiang Tan, Chengqi Gong, Guanghui Hou, Xiaoxiao Fang, Yang Yu, Moawiya Haddad, Marion Schindler, José Lopes Camilo Da Costa Alves, Junbin Fang, Xiangrong Yu, Kelvin Kam‐Lung Chong

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Computationally Effective Modeling of Cold Rolling: Application to Al Alloys by János György Bátorfi, Jurij J. Sidor

“…In the most general case, finite element models (FEM) are used for the simulation of deformation processes; however, these techniques require significant computational time. …”
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An Investigation of the Impact of Anti-Epidemic Measures and Non-Pharmaceutical Interventions on Mitigating the Spread of the COVID-19 Pandemic by Riccardo Manzini, Ilaria Battarra, Giacomo Lupi, Hoang Pham

“…The dataset covers three waves of the pandemic, with the third wave influenced by the early availability and distribution of vaccines. To identify the most significant factors, a feature selection process was applied to the data, helping to determine the key measures influencing the pandemic’s course. …”
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Efficient Fault Diagnosis of Elevator Cabin Door Drives Using Machine Learning with Data Reduction for Reliable Transmission by Jakub Gęca, Dariusz Czerwiński, Bartosz Drzymała, Krzysztof Kolano

“…The analyzed component is one of the most critical and the most vulnerable part of the entire elevator. …”
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Formalism of School Knowledge from the Standpoint of the Activity Approach in Psychology: Research Prospects by Anastasia N. Sidneva

“…However, from the point of view of the activity-based approach, the formalism mistakes are a necessary type of feedback for teachers and programme developers, pointing to specific areas of modification of the learning process, thus acting as one of the most important means of identifying key psychological and pedagogical conditions for the effective assimilation of new concepts. …”
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Socio-economic health inequalities through the lens of social justice theory, an innovative perspective by Jantien van Berkel, Michèlle Bal

“…Finally, recognitive justice emphasizes recognition, human dignity and equal social participation. It might be most elusive to ‘catch’ in policy but is also most crucial to address unfairness completely. …”
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Historical European Martial Art a crossroad between academic research, martial heritage re-creation and martial sport practices by Daniel Jaquet, Claus Frederik Sørensen, Fabrice Cognot

“…The military aspects of history are still to be considered among the most popular themes of modern times, generating huge public interest. …”
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A comparative analysis of nutritional content changes in six Chinese cuisines prepared using industrial versus traditional hand-cooked modes by Xuan Wang, Jun Li, Xiaomeng Wu, Sai Fan, Zhu Wang, Yunfeng Zhao, Jingguang Li, Dawei Chen

“…This study examined the nutrient content variations in Chinese cuisines between these two cooking modes, addressing a crucial research gap.MethodsTo account for moisture changes during cooking, water content in both raw ingredients and cooked dishes was adjusted, and nutrients were reported on a dry matter basis. …”
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Exploring digital twins for transport planning: a review by Dipanjan Nag, Freyja Brandel-Tanis, Zakiya Aryana Pramestri, Kelly Pitera, Yngve Karl Frøyen

“…Abstract Digital Twins (DTs) are gaining interest among urban planners and city authorities, but a notable gap exists in fully understanding and effectively applying them to complex and multifaceted transport planning processes. …”
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Identification and ranking of disadvantages of coopetition strategy in the healthcare supply chain: the mix of the thematic analysis and ordinal priority approach by Esmaeil Mazroui Nasrabadi, Zahra Sadeqi-Arani, Abolfazl Sadeqi-Arani

“…Examining the competitor's cultural fit, setting professional contracts, meritocracy in managers and setting the monitoring and control process are the most basic strategies for dealing with disadvantages.…”
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RUSSIAN-BELARUSIAN BORDER REGION AS AN INTERCAPITAL REGION by A. P. Katrovskiy, A. K. Nizhnikova

“…Territorial socioeconomic polarization has become the most important feature of economic dynamics in the inter-capital space. …”
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Key Perception Technologies for Intelligent Docking in Autonomous Modular Buses by Ye Xiao, Yuxuan Zheng, Xin Liu, Yifen Ye

“…This paper fills this gap by proposing key perception technologies for the docking process of AMBs, which presents a suite of sensors and segments the docking process into four stages. …”
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Systematic Observation of Frail Older Patients in Homecare – Implementing a Competence Improvement Program by Torunn Strømme, Ingrid Tjoflåt, Karina Aase

“…Background: The early recognition of deterioration in frail older patients is a vital competence of homecare professionals, yet there is a gap between competence demands and actual competence. …”
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Rivers channelization and the (dis)continuos geomorpholofical effects on the fluvial system of the Macaé River - RJ by Gustavo Cabral, Mônica Marçal

“…Despite its widespread use, there is a significant gap in research focused on the effects of these works on the evolution of river environments. …”
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The evolution of human-type consciousness – a by-product of mammalian innovation mechanism – a preliminary hypothesis by Uzi Ben Zvi

“…Human consciousness is often viewed as one of the pinnacles of evolution, with most theories positioning it as an upgrade of pre-existing cognitive skills. …”
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Integrative modeling of POPs output flux from soil at a regional scale: A comprehensive approach by Xinyue Chen, Meie Wang, Tian Xie, Yutong Song, Weiping Chen

“…To address this gap, a model was developed by combining natural attenuation processes (e.g., degradation, volatilization, plant uptake) with hydrological transport processes (e.g., leaching, water washout, sediment transport). …”
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Assessing residual chlorine levels for water security at the Lower Usuma Dam treatment plant: Implications for Sustainable Development Goal 6 by Begmyrat Kulmedov, Akaiku Lucy Achobe

“…This study addresses this gap by evaluating the physicochemical and microbial quality of the water distribution system, aligning with Sustainable Development Goal 6 (SDG 6), which focuses on water and sanitation management. …”
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Struvite Precipitation from Centrate—Identifying the Best Balance Between Effectiveness and Resource Efficiency by Andreas Kolb, Tim Gebhardt, Thomas Dockhorn

“…In the context of struvite precipitation, the most significant gap pertains to the transfer of knowledge from scientific research to practical applications. …”
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The axiological space of the Karachay-Balkar film discourse (on the material of documentary films about the deportation: “Khorlatmaz adam esi”, “Sad Pages of Fate”, and the feature... by A. M. Aibazova

“…The author of the article concludes that various means of language can be involved in the formation of evaluative units, and units with a negative evaluative component predominate in the film texts of the mentioned subject. The axiologization process of the most significant linguistic worldview components occurs in an inextricable relationship with the process of verbalization in the polycode text of a movie based on the components of the value-orientation space shared by all representatives of society.…”
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