Impacts of different interactive elements on consumers' purchase intention in live streaming e-commerce. by Xiaoli Liu, Lei Zhang

“…Live streaming e-commerce (LSE) has gained tremendous popularity as an innovative social commerce platform that integrates real-time interactions among customers, streamers, and operators to promote product sales. …”
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GS-LinYOLOv10: A drone-based model for real-time construction site safety monitoring by Yang Song, ZhenLin Chen, Hua Yang, Jifei Liao

“…The model integrates IoT sensor data for real-time feedback, incorporates the GSConv module for lightweight feature extraction, and utilizes a Linformer-based attention mechanism to efficiently capture global context. These innovations reduce computational complexity while significantly improving detection accuracy. …”
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La crise de la covid-19, un levier de changement pour le système alimentaire français ? by Adeline Alonso Ugaglia, Ornella Boutry, Marie Ferru, Jacques Mathé, Benoît Prévost, Audrey Rivaud

“…From an institutionalist perspective when analyzing the link between crises and innovation, this crisis can be seen as a driver for change in the way the food system is regulated, by providing a favorable context for practices that offer alternatives. …”
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Study on spatial correlation and driving factors of industrial carbon emission in the Hefei metropolitan area based on SNA-QAP method by Dawei Dai, Yuewen Liu, Shuhang Zhao, Yue Chen

“…The results show that (1) The industrial carbon emission in the Hefei metropolitan area showed a fluctuating and rising trend, forming a strongly connected carbon emission network spatial patterna; (2) The overall structure of the spatial correlation network of industrial carbon emissions in the Hefei metropolitan area is stable, but the tightness of the spatial correlation relationship among cities is not enough and the hierarchy is evident; (3) Hefei and Huainan are the centers of the carbon emission spatial correlation network of the Hefei metropolitan area, the position of each city in the carbon emission spatial correlation network is obviously unbalanced; (4) Urbanization level, economic development level, technological innovation, level of opening up and industrial structure exert considerable influence on the establishment and evolution of the spatial correlation network pertaining to industrial carbon emissions within the Hefei metropolitan area.…”
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Linking machine learning and biophysical structural features in drug discovery by Armin Ahmadi, Shivangi Gupta, Vineetha Menon, Jerome Baudry

“…This novel approach integrates biophysical insights with machine learning, focusing on pharmacophoric properties such as charge, hydrogen bonding, hydrophobicity, and aromaticity.ResultsResults showed significant enrichment of true positive ligands—improving database enrichment by up to 54-fold compared to random selection—demonstrating the robustness of this approach across diverse proteins.ConclusionUnlike conventional structure-based or ligand-based screening methods, this work emphasizes the role of specific protein conformations in driving ligand binding, making the process highly interpretable and actionable for drug discovery. The key innovation lies in identifying pharmacophore features tied to conformations selected by ligands, offering a predictive framework for optimizing drug candidates. …”
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Geo-Insurance: Improving Big Data Challenges in the Context of Insurance Services Using a Geographical Information System (GIS) by Nana Yaw Asabere, Isaac Ofori Asare, Gare Lawson, Fatoumata Balde, Nana Yaw Duodu, Gifty Tsoekeku, Priscilla Owusu Afriyie, Abdul Razak Abdul Ganiu

“…Large information flows provide significant issues such as big data challenges in the insurance sector, which calls for robust, demand-driven, and adaptive innovation solutions. In this paper, we present a geographic information system (GIS)–based location-aware recommender algorithm, called Geo-Insurance. …”
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A Survey of Deep Learning Approaches for Pedestrian Detection in Autonomous Systems by Majdi Sukkar, Rajendrasinh Jadeja, Madhu Shukla, Rajesh Mahadeva

“…All of these results point to continued innovation towards deep learning, multi-sensor integration, and developing datasets to achieve optimal performance levels in real world conditions for autonomous driving systems.…”
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Lipoic acid-boronophenylalanine-derived multifunctional vesicles for cancer chemoradiotherapy by Liqun Dai, Jie Liu, Tingyu Yang, Xiaorui Yu, Yi Lu, Lili Pan, Siming Zhou, Diyun Shu, Yuanhao Liu, Wuyu Mao, Zhiyong Qian

“…Nanotechnology, particularly in targeted drug delivery, has emerged as a key innovation to address these limitations. This study introduces lipoic acid-boronophenylalanine (LA-BPA) derivatives that incorporate short-chain polyethylene glycol (PEG) as a spacer. …”
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Transportation Infrastructure Project Financing; Highways Capital Structure Design Techniques by Hanieh Soleymani, Mehdi Ravanshadnia, Mehdi Montazer

“…Meeting large infrastructure needs including its proper maintenance and operation is and will remain a major challenge for the all-around the in the coming years requiring targeted innovative financing mechanisms. Even though it is recognized that there are three types of financial instruments, equity, mezzanine finance and debt in funding an infrastructure project, the status quo is that previous capital optimization methods did not consider mezzanine finance or simply categorized it into debt-like or equity-like instruments. …”
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Can Top Down Participatory Budgeting Work? The Case of Polish Community Fund by Dawid Sześciło, Bartosz Wilk

“… The article addresses the participatory budgeting (PB), which is one of the most recognised governance innovations of recent decades. This global phenomenon represents in practice a shift towards participatory and collaborative management of public resources at the local level. …”
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Television in and After the Archive: Catalogues, Databases, Interfaces and Other Ways to Organize Audiovisual Records by Giulia Taurino, Georgia Aitaki

“…Significant attention is given to the technocultural transformation of the archival work in light of digital and algorithmic practices, emphasizing how these innovations contribute to the making of cultural identities and collective memory while also raising questions on the circulation of television content after its initial broadcasting lifecycle. …”
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Développement du secteur financier et financement de l’activité agricole dans un contexte de crise alimentaire : quelle place pour la micro-finance ? by Sandra Kendo

“…The paper examines how microfinance can favorably contribute to improve the agriculture financing in other to encourage an improvement of life conditions of the poor populations. Innovation and adaptation to the needs of farmers can be instrumented by microfinance. …”
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Foreign experience in the development of entrepreneurial ecosystems and the possibility of its application in Russia by T. G. Antropova, M. V. Shatokhin, N. M. Suray

“…This review highlights the different characteristics of entrepreneurial ecosystems in India, the US and China to understand the intricacies that drive innovation and economic growth. As the global landscape continues to evolve, this review serves as a valuable resource for shaping policy, strengthening collaboration, and deepening the collective understanding of what facilitates successful entrepreneurship in diverse and dynamic contexts.…”
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Big Data Analytics For Organizations: Challenges and Opportunities and Its Effect on International Business Education by Twana Saeed Ali, Tugberk Kaya

“…Data collected by government departments, universities and institutions could be used as a new innovative learning system such as (MLE) which has a passive and active character i.e. it can be accessed anywhere at any time. …”
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Identification and Visualization of Clusters Using Network Theory Methods: The Case of the Greek Production System by Dimitris Foutakis

“…Although the concept of clusters can be traced back to contributions dating from the early 20th century, they have become a central focus of regional development policies in recent decades, as they have been linked to enhancements of innovation, the knowledge economy, and ultimately, territorial competitiveness. …”
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CHARACTERISTICS OF BIOMASS RESULTING FROM AGRO-INDUSTRIAL PROCESSES AND POSSIBILITIES OF ITS EVALUATION IN THE CONTEXT OF THE CIRCULAR BIOECONOMY by TAȘCA, Corina

“…This study focuses on exploring innovative methods to enhancethe conversion rate and efficiency of organic waste biomass by incorporating small amounts of biologically active substances into the fermentation mix. …”
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Assessment of Malaria Predisposing Factors among Crop Production Farmers Attending the Ndop District Hospital, Northwest Region of Cameroon by Nfor Omarine Nlinwe, Tamombi Akonji Emmanuel Ateh

“…Therefore, the combination of improved existing and innovative malaria control strategies may possibly ensure sustained malaria decrease among the farmers in the Ndop Health District.…”
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L’intensification des pratiques agricoles et la mobilisation des ressources naturelles dans La Pampa du Sud du Brésil by Jeannine Corbonnois, François Laurent, Vincent Andreu-Boussut, François Messner, Verdum Roberto, Rosa Medeiros Vieira, Makhtar Sogue

“…The paper examines how the environment is integrated through water uses management, through the development of innovating cultural practices like direct seeded soil systems and through environmental protection such as the laws of 2002 and 2006 on Permanent Protection Areas (APP).…”
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A dataset of annotated free comments on the sensory perception of madeleines for benchmarking text mining techniquesRecherche.Data.Gouv by Michel Visalli, Ronan Symoneaux, Cécile Mursic, Margaux Touret, Flore Lourtioux, Kipédène Coulibaly, Benjamin Mahieu

“…The dataset can therefore be repurposed to assess and compare the performance of different text mining, natural language processing and sentiment analysis algorithms in both French and English, as well as to drive innovations in AI tools for sensory and consumer research.…”
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Wide-field full-Stokes polarimetry for conical light based on all-dielectric metasurface by Qing Luo, Xiaoshao Ma, Yang Guo, Yang Zhou, Junwei Ma, Weihao Yang, Longjiang Deng, Lei Bi, Jun Qin

“…In this study, we propose an innovative approach that integrates focusing and splitting of polarization states into a single-layer all-dielectric metasurface. …”
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