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Enterprise Digital Planning and Architecture Based on the Industrial Internet Platform
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作者 Li Wang Xiong Li +2 位作者 Juan Zhang Ming Luo Mengwei Liu 《Journal of Electronic Research and Application》 2025年第3期137-143,共7页
Under the current background of an information society,the digital transformation of enterprises has become a necessary means to enhance the competitiveness of enterprises.This article is based on the industrial Inter... Under the current background of an information society,the digital transformation of enterprises has become a necessary means to enhance the competitiveness of enterprises.This article is based on the industrial Internet platform,the digital planning and architecture of enterprises research.First,we analyze the current challenges of digital transformation and the development opportunities brought by the industrial Internet.Then,we propose a digital planning method based on the industrial Internet platform,which takes the full connectivity of people,machine and things and intelligent decision making as the core,takes data collection,processing,analysis and application as the main line,and finally forms the top-level design of the digital transformation of enterprises.At the same time,we also built an industrial Internet platform architecture model,including the previous end perception layer,network transmission layer,platform service layer,and application innovation layer for four levels,to support enterprises in innovative applications and decision support under the industrial Internet environment.Research shows that this kind of enterprise digital planning and architecture based on an industrial Internet platform can effectively promote enterprises to achieve business model innovation,system innovation,and strengthen the flexibility and agility of enterprises to respond to market changes.The results of this research not only have important theoretical and practical significance for guiding enterprises to carry out digital planning and build an industrial Internet platform,but also provide useful reference for relevant policy formulation. 展开更多
关键词 Industrial internet platform Enterprise digital planning Architecture model Innovative application AGILITY
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基于物理模型的ISTAVS-Net多线圈MRI图像重建
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作者 黄敏 朱俊琳 +2 位作者 考宇辰 周到 唐奇伶 《波谱学杂志》 CAS 2024年第4期418-429,共12页
提高磁共振成像速度是磁共振领域待解决的问题,采用多线圈扫描是一种常用加速方式.但在加速因子大于4时,传统压缩感知磁共振(CS-MRI)重建算法得到的图像质量不高.为此,本文提出一种基于物理模型的ISTAVS-Net多线圈MRI图像重建方法.将IST... 提高磁共振成像速度是磁共振领域待解决的问题,采用多线圈扫描是一种常用加速方式.但在加速因子大于4时,传统压缩感知磁共振(CS-MRI)重建算法得到的图像质量不高.为此,本文提出一种基于物理模型的ISTAVS-Net多线圈MRI图像重建方法.将ISTA算法与VS-Net网络拆分思想相结合,提出ISTAVS算法,并展开成ISTAVS-Net网络.将每步迭代与网络模块结合,比黑盒U-Net网络的可解释性更强.网络中引入残差机制,增加了网络的非线性表达能力和稳定性.稀疏变换、收缩阈值以及正则化参数在训练中自动学习,提高了重建的灵活性.采用Globus膝关节数据集的测试结果表明不同加速因子下ISTAVS-Net网络效果均优于传统的L1-ESPIRiT和ISTA迭代算法,图像质量和性能指标比U-Net、ISTA-Net+和VS-Net网络提升明显,在高加速因子下对组织细节恢复能力更强.该网络鲁棒性强,更适合对临床扫描数据进行快速高质量重建,可拓宽MRI应用范围. 展开更多
关键词 磁共振成像 物理模型 图像重建 多线圈欠采样 变量拆分网络 迭代收缩阈值算法
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Online Multi-Object Tracking Under Moving Unmanned Aerial Vehicle Platform Based on Object Detection and Feature Extraction Network 被引量:1
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作者 刘增敏 王申涛 +1 位作者 姚莉秀 蔡云泽 《Journal of Shanghai Jiaotong university(Science)》 EI 2024年第3期388-399,共12页
In order to solve the problem of small object size and low detection accuracy under the unmanned aerial vehicle(UAV)platform,the object detection algorithm based on deep aggregation network and high-resolution fusion ... In order to solve the problem of small object size and low detection accuracy under the unmanned aerial vehicle(UAV)platform,the object detection algorithm based on deep aggregation network and high-resolution fusion module is studied.Furthermore,a joint network of object detection and feature extraction is studied to construct a real-time multi-object tracking algorithm.For the problem of object association failure caused by UAV movement,image registration is applied to multi-object tracking and a camera motion discrimination model is proposed to improve the speed of the multi-object tracking algorithm.The simulation results show that the algorithm proposed in this study can improve the accuracy of multi-object tracking under the UAV platform,and effectively solve the problem of association failure caused by UAV movement. 展开更多
关键词 moving unmanned aerial vehicle(UAV)platform small object feature extraction image registration multi-object tracking
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基于Netty的电动自行车充电物联网平台设计
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作者 邹军国 王善勤 《信息与电脑》 2025年第17期63-67,共5页
研究设计了一套电动自行车充电物联网平台,以实现电动自行车的充电桩管理、充电订单管理和充电状态监控告警等功能。通过自定义基于Modbus的数据传输协议,采用Netty网络通信框架实现非阻塞通信,完成充电桩设备与平台数据交换模块之间的... 研究设计了一套电动自行车充电物联网平台,以实现电动自行车的充电桩管理、充电订单管理和充电状态监控告警等功能。通过自定义基于Modbus的数据传输协议,采用Netty网络通信框架实现非阻塞通信,完成充电桩设备与平台数据交换模块之间的数据传输、指令应答等。文章以平台首页为例展示实践效果,结果表明,截至2025年4月8日,平台累计有11190个用户使用,总充电量达23848.49度,订单数量达279362个。该平台满足了用户为电动自行车充电的实际应用需求,数据也体现了该平台的健壮性及数据传输的稳定性与准确性。 展开更多
关键词 电动自行车充电 物联网平台设计 netty网络通信框架
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基于Kubernetes的机器学习云平台架构的设计与实现
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作者 刘阳 《信息与电脑》 2025年第1期53-55,共3页
研究探讨了基于Kubernetes的机器学习云平台的架构设计与关键技术实现。通过对Kubernetes和机器学习平台进行详细分析,文章着重强调了平台在计算资源管理、存储系统、网络通信等环节上的可扩展性与弹性设计的重要性,并采用构建容器化机... 研究探讨了基于Kubernetes的机器学习云平台的架构设计与关键技术实现。通过对Kubernetes和机器学习平台进行详细分析,文章着重强调了平台在计算资源管理、存储系统、网络通信等环节上的可扩展性与弹性设计的重要性,并采用构建容器化机器学习应用、制定机器学习任务调度策略以及实施资源监控与日志管理等技术实施方法,来搭建测试环境以及设计性能测试方案。测试结果表明,平台对高并发任务的处理有较高的稳定性与扩展性,为机器学习云平台的实际应用提供了强有力的支持。 展开更多
关键词 Kubernetes 机器学习云平台 架构设计 资源管理 性能评估
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Research on the Legal Framework of Content Regulations for Network Platforms
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作者 Zhang Yin Liao Xinyue 《Contemporary Social Sciences》 2024年第1期137-155,共19页
In the era of the Internet,various network platforms have evolved into new hubs for information dissemination.Currently,China has established a platform-centered content regulation framework,wherein platforms proactiv... In the era of the Internet,various network platforms have evolved into new hubs for information dissemination.Currently,China has established a platform-centered content regulation framework,wherein platforms proactively enforce content regulations in accordance with legal censorship obligations.Additionally,platform policies and user agreements augment their authority in content regulation.The platforms can achieve cost-effective and highly efficient content regulation by leveraging their strategic advantages enabled by their own technical capabilities and extensive coverage.The platform self-regulation model,however,still faces challenges.First,accurately evaluating content remains a formidable task;second,ensuring effective platform publicity through self-regulation poses difficulties;third,users may potentially face disadvantages due to the platform’s right of self-regulation;and fourth,digital copyright owners face challenges when defending digital copyright disputes under the safe harbor rule.Therefore,it is imperative to establish,review,and revise the legal framework for content regulation of network platforms in order to enhance the efficiency of their governance systems.The formulation of the legal framework for content regulation of network platforms may encompass the following aspects:rationalizing obligations pertaining to platform content regulations,enhancing supervision over platform self-regulation,and establishing a dual-track responsibility system for digital copyright content regulation.This will ensure a harmonious balance among public interests,users’personal rights and interests,and commercial benefits through regulating the content on network platforms. 展开更多
关键词 content regulations platform self-regulation legal framework
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Research on Network Security Level Protection Measurement Strategy in the Context of Cloud Platforms
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作者 Lin Ma 《Journal of Electronic Research and Application》 2024年第3期221-229,共9页
Platforms facilitate information exchange,streamline resources,and reduce production and management costs for companies.However,some viral information may invade and steal company resources,or lead to information leak... Platforms facilitate information exchange,streamline resources,and reduce production and management costs for companies.However,some viral information may invade and steal company resources,or lead to information leakage.For this reason,this paper discusses the standards for cybersecurity protection,examines the current state of cybersecurity management and the risks faced by cloud platforms,expands the time and space for training on cloud platforms,and provides recommendations for measuring the level of cybersecurity protection within cloud platforms in order to build a solid foundation for them. 展开更多
关键词 Cloud platform Cyber security Level protection measurement
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Application Analysis of Doctor-Nurse Cooperation Follow-up Model Based on the Internet Platform in Continuation Care of Patients after Urooncology Surgery
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作者 Yan Guo Hanjing Zhu +3 位作者 Sijie You Yeli Cao Liya Ma Xia Yuan 《Journal of Clinical and Nursing Research》 2024年第7期310-321,共12页
Objective:To explore the application effect of a doctor-nurse cooperation follow-up model based on an Internet platform in the continuation of care for patients after uro-oncology surgery.Methods:A convenient sampling... Objective:To explore the application effect of a doctor-nurse cooperation follow-up model based on an Internet platform in the continuation of care for patients after uro-oncology surgery.Methods:A convenient sampling method was used to select patients with urinary system tumors who underwent surgery in the Department of Urology in Grade III A general hospital in Shanghai from May to August 2022.Patients who underwent surgery from May to June 2022 were assigned to the control group,and those who underwent surgery from July to August 2022 were assigned to the experimental group.The control group received routine post-discharge nursing health education and telephone follow-up.On the basis of routine discharge guidance,the experimental group implemented the intervention method based on the Internet platform in continuation care.The levels of self-management efficacy,satisfaction,and incidence of unplanned readmission were compared one month after discharge between the two groups.Results:One month after discharge,the self-management efficacy of the experimental group(90.15±7.92)was significantly higher than that of the control group(79.10±7.84),and the patient satisfaction score(97.83±2.32)was significantly higher than that of the control group(90.23±2.58),with statistical significance(P<0.05).Additionally,the incidence of unplanned readmissions within one month after discharge in the experimental group(1.59%)was slightly lower than that in the control group(4.84%).Conclusion:The doctor-nurse cooperation follow-up model based on the Internet platform in continuation care can significantly improve the self-management efficiency of patients after discharge and enhance patient satisfaction,providing a new approach for discharge follow-up of urological tumor patients after surgery. 展开更多
关键词 Urologic neoplasms Internet platform Doctor-nurse cooperation Continuation care
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Hybrid Teaching Reform and Practice in Big Data Collection and Preprocessing Courses Based on the Bosi Smart Learning Platform 被引量:1
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作者 Yang Wang Xuemei Wang Wanyan Wang 《Journal of Contemporary Educational Research》 2025年第2期96-100,共5页
This study examines the Big Data Collection and Preprocessing course at Anhui Institute of Information Engineering,implementing a hybrid teaching reform using the Bosi Smart Learning Platform.The proposed hybrid model... This study examines the Big Data Collection and Preprocessing course at Anhui Institute of Information Engineering,implementing a hybrid teaching reform using the Bosi Smart Learning Platform.The proposed hybrid model follows a“three-stage”and“two-subject”framework,incorporating a structured design for teaching content and assessment methods before,during,and after class.Practical results indicate that this approach significantly enhances teaching effectiveness and improves students’learning autonomy. 展开更多
关键词 Big Data Collection and Preprocessing Bosi smart learning platform Hybrid teaching Teaching reform
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Current development and prospect of national science and technology innovation platform in the railway industry 被引量:1
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作者 Fang Zhao Jinping Liu +3 位作者 Chunguang Zhang Zeping Zhao Xue Ning Junbiao Wang 《Railway Sciences》 2025年第2期266-279,共14页
Purpose–This study summarizes the overall situation of the resources of the national science and technology innovation platform in the railway industry,including the distribution of platform types,supporting institut... Purpose–This study summarizes the overall situation of the resources of the national science and technology innovation platform in the railway industry,including the distribution of platform types,supporting institutions,construction sites,professional fields,etc.,to provide a reference for the further improvement and optimization of the national science and technology innovation platform system in the railway industry.Design/methodology/approach–Through literature review,field investigation,expert consultation and other methods,this paper systematically investigates and analyzes the development status of the national science and technology innovation platform in the railway industry.Findings–Taking the national science and technology innovation platform of the railway industry as the research object,this paper investigates and analyzes the construction,development and distribution of the national science and technology innovation platform of railway industry over the years.And the National Engineering Research Center of High-speed Railway and Urban Rail Transit System Technology was taken as an example to introduce its operation effect.Originality/value–China Railway has made great development achievements,with the construction and development of national science and technology innovation platform in the railway industry.In recent years,a large number of national science and technology innovation platforms have been built in the railway industry,which play an important role in railway technological innovation,standard setting and commodification,and Railway Sciences provide strong support for railway technology development. 展开更多
关键词 Railway industry National science and technology innovation platform Current development and prospect
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Monitoring and Data Analysis of Mooring Tension for Floating Platforms
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作者 YANG Hua−wei ZHENG Qing−xin +2 位作者 XU Chun YANG Qi−fan JIANG Zhen−tao 《船舶力学》 北大核心 2025年第6期941-951,共11页
Mooring cable tension is a crucial parameter for evaluating the safety and reliability of a floating platform mooring system.The real-time mooring tension in an actual marine environment has always been essential data... Mooring cable tension is a crucial parameter for evaluating the safety and reliability of a floating platform mooring system.The real-time mooring tension in an actual marine environment has always been essential data that mooring system designers aim to acquire.To address the need for long-term continuous monitoring of mooring tension in deep-sea marine environments,this paper presents a mooring cable tension monitoring method based on the principle of direct mechanical measurement.The developed tension monitoring sensors were installed and applied in the mooring system of the"Yongle"scientific experimental platform.Over the course of one year,a substantial amount of in-situ tension monitoring data was obtained.Under wave heights of up to 1.24 m,the mooring tension on the floating platform reached 16.5 tons.Through frequency domain and time domain analysis,the spectral characteristics of mooring tension,including waveinduced force,slow drift force,and mooring cable elastic restoring force,were determined.The mooring cable elastic restoring force frequency was approximately half of that of the wave signal.Due to the characteristics of the hinge connection structure of the dual module floating platform,under some specific working conditions the wave-induced force was the maximum of the three different frequency forces,and restoring force was the smallest. 展开更多
关键词 floating platform mooring tension tension monitoring sensor wave frequency force drift force
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Web-Based Platform and Remote Sensing Technology for Monitoring Mangrove Ecosystem
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作者 Evelyn Anthony Rodriguez John Edgar Sualog Anthony +2 位作者 Randy Anthony Quitain Wilma Cledera Delos Santos Ernesto Jr. Benda Rodriguez 《Open Journal of Ecology》 2025年第1期1-10,共10页
Remote sensing and web-based platforms have emerged as vital tools in the effective monitoring of mangrove ecosystems, which are crucial for coastal protection, biodiversity, and carbon sequestration. Utilizing satell... Remote sensing and web-based platforms have emerged as vital tools in the effective monitoring of mangrove ecosystems, which are crucial for coastal protection, biodiversity, and carbon sequestration. Utilizing satellite imagery and aerial data, remote sensing allows researchers to assess the health and extent of mangrove forests over large areas and time periods, providing insights into changes due to environmental stressors like climate change, urbanization, and deforestation. Coupled with web-based platforms, this technology facilitates real-time data sharing and collaborative research efforts among scientists, policymakers, and conservationists. Thus, there is a need to grow this research interest among experts working in this kind of ecosystem. The aim of this paper is to provide a comprehensive literature review on the effective role of remote sensing and web-based platform in monitoring mangrove ecosystem. The research paper utilized the thematic approach to extract specific information to use in the discussion which helped realize the efficiency of digital monitoring for the environment. Web-based platforms and remote sensing represent a powerful tool for environmental monitoring, particularly in the context of forest ecosystems. They facilitate the accessibility of vital data, promote collaboration among stakeholders, support evidence-based policymaking, and engage communities in conservation efforts. As experts confront the urgent challenges posed by climate change and environmental degradation, leveraging technology through web-based platforms is essential for fostering a sustainable future for the forests of the world. 展开更多
关键词 Mangrove Ecosystems MONITORING Remote Sensing Web-Based platform
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Platforms for Prosperity China’s platform giants are poised to drive the next wave of economic growth
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作者 ZHANG SHASHA 《ChinAfrica》 2025年第1期49-51,共3页
On 20 April 1994,China made its first o!cial full-function connection to the World Wide Web through a 64-kilobyte international leased line,marking the country’s formal entry into the global digital age.The year 2024... On 20 April 1994,China made its first o!cial full-function connection to the World Wide Web through a 64-kilobyte international leased line,marking the country’s formal entry into the global digital age.The year 2024 marked the 30th anniversary of the country’s entry into the internet era. 展开更多
关键词 platform internet FORMAL
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3-Acetamido-5-acetylfuran: An emerging renewable nitrogen-containing platform compound
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作者 Jinhang Dai Qingya Cao +4 位作者 Delong Yang Gang Chen Ziting Du Song Wang Fukun Li 《Chinese Journal of Chemical Engineering》 2025年第2期263-272,共10页
In the last decade,shell biorefinery,a novel concept referring to the extraction of the main components of crustacean shells and the transformation of each component into valuable products,was proposed and has attract... In the last decade,shell biorefinery,a novel concept referring to the extraction of the main components of crustacean shells and the transformation of each component into valuable products,was proposed and has attracted increasing attentions.Chitin is one of main components of crustacean shells.Owing to the bio-fixed nitrogen element,chitin biomass has been regarded as a good candidate to produce nitrogen-containing chemicals.Among these,3-acetamido-5-acetylfuran(3A5AF)is an interesting furanic compound derived from the hydrolysis and sequential dehydration of chitin.Similar to cellulose-derived platform chemical 5-hydromethylfurfural(HMF),3A5AF is an emerging platform compound and also can be converted into various useful chemicals by oxidation,reduction,hydrolysis,substitution,and so on.This review showcases the recent advances in the synthesis of 3A5AF from chitin and N-acetyl glucosamine(NAG)employing various catalytic systems.The conversion of 3A5AF into valuable compounds was introduced then.There are still some challenges in this area,for example,the rational design of green and efficient catalytic systems for the synthesis of 3A5AF and its derivatives.The outlooks also were discussed at the end of the review. 展开更多
关键词 Biomass CHITIN Shell biorefinery platform compound
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高校体育“课VS课、班VS班、级VS级、院VS院”四级竞赛模式的构建研究
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作者 李兴华 陈雨 《内江科技》 2025年第11期50-51,共2页
本研究创新性提出了高校体育“课VS课、班VS班、级VS级、院VS院”四级竞赛模式。通过教与学双向辩证的理论构建剖析,结果表明,高校体育四级竞赛模式不仅打破了传统竞赛的现实困境,实现了体育竞赛与日常教学的有机融合,而且在提升学生体... 本研究创新性提出了高校体育“课VS课、班VS班、级VS级、院VS院”四级竞赛模式。通过教与学双向辩证的理论构建剖析,结果表明,高校体育四级竞赛模式不仅打破了传统竞赛的现实困境,实现了体育竞赛与日常教学的有机融合,而且在提升学生体质健康、增强体育素养、促进校园体育文化建设等方面展现出了应有的优势。为此,该四级竞赛模式为推动高校体育教育改革提供了新的思路与方法。 展开更多
关键词 vs 教与学 vs 辩证理论 高校体育
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Research on the Performance of a Mooring Platform Under the Collision of Icebergs
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作者 ZHANG Yan ZHANG Song-bao +2 位作者 WANG Yi-tao ZHAO Wei-dong GUI Hong-bin 《China Ocean Engineering》 2025年第1期43-57,共15页
In the process of developing oil and gas resources in the Arctic,the impact of icebergs can pose a considerable threat to the structural safety of semi-submersible mooring platforms in ice regions.On the basis of the ... In the process of developing oil and gas resources in the Arctic,the impact of icebergs can pose a considerable threat to the structural safety of semi-submersible mooring platforms in ice regions.On the basis of the arbitrary Lagrangian Eulerian(ALE)algorithm,a numerical model for the interaction between an iceberg and a semi-submersible mooring platform is built in this work.First,a mooring system with a link element is designed and validated.An ice material model for the target iceberg is built and validated.A numerical model for the interaction between an iceberg and a semi-submersible mooring platform is then built.A parametric study(cable angle,tension angle and number of cables)is carried out to study the performance of the mooring system.The collision process between the semi-submersible mooring platform and the iceberg in the polar marine environment can be predicted by the present numerical model,and then the optimal mooring arrangement scheme can be obtained.The research results in this work can provide a reference for the design of mooring systems. 展开更多
关键词 ALE algorithm semi-submersible platform ICEBERG COLLISION mooring system
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OGRP:A comprehensive bioinformatics platform for the efficient empowerment of Oleaceae genomics research
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作者 Zijian Yu Yu Li +13 位作者 Tengfei Song Lixia Gou Jiaqi Wang Yue Ding Zejia Xiao Jingyue Qin Hui Jiang Yan Zhang Yishan Feng Xiangming Kong Shoutong Bao Shouliang Yin Tianyu Lei Jinpeng Wang 《Horticultural Plant Journal》 2025年第3期1308-1325,共18页
As a high-value eudicot family,many famous horticultural crop genomes have been deciphered in Oleaceae.However,there are currently no bioinformatics platforms focused on empowering genome research in Oleaceae.Herein,w... As a high-value eudicot family,many famous horticultural crop genomes have been deciphered in Oleaceae.However,there are currently no bioinformatics platforms focused on empowering genome research in Oleaceae.Herein,we developed the first comprehensive Oleaceae Genome Research Platform(OGRP,https://oleaceae.cgrpoee.top/).In OGRP,70 genomes of 10 Oleaceae species and 46 eudicots and 366 transcriptomes involving 18 Oleaceae plant tissues can be obtained.We built 34 window-operated bioinformatics tools,collected 38 professional practical software programs,and proposed 3 new pipelines,namely ancient polyploidization identification,ancestral karyotype reconstruction,and gene family evolution.Employing these pipelines to reanalyze the Oleaceae genomes,we clarified the polyploidization,reconstructed the ancestral karyotypes,and explored the effects of paleogenome evolution on genes with specific biological regulatory roles.Significantly,we generated a series of comparative genomic resources focusing on the Oleaceae,comprising 108 genomic synteny dot plots,1952225 collinear gene pairs,multiple genome alignments,and imprints of paleochromosome rearrangements.Moreover,in Oleaceae genomes,researchers can efficiently search for 1785987 functional annotations,22584 orthogroups,29582 important trait genes from 74 gene families,12664 transcription factor-related genes,9178872 transposable elements,and all involved regulatory pathways.In addition,we provided downloads and usage instructions for the tools,a species encyclopedia,ecological resources,relevant literatures,and external database links.In short,ORGP integrates rich data resources and powerful analytical tools with the characteristic of continuous updating,which can efficiently empower genome research and agricultural breeding in Oleaceae and other plants. 展开更多
关键词 OLEACEAE Genome POLYPLOIDIZATION Functional genomics Bioinformatics platform
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Analysis on BRICS Cybersecurity,New E-Commerce Platforms,and Digital Sovereignty:A Case Study of China and Pakistan
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作者 Lingbin Zhou 《Journal of Electronic Research and Application》 2025年第5期225-232,共8页
Taking the cooperation between China and Pakistan as an example,this paper expounds on the current situation,governance concept,obstacles to cooperation,and differentiated policies of Western countries in the areas of... Taking the cooperation between China and Pakistan as an example,this paper expounds on the current situation,governance concept,obstacles to cooperation,and differentiated policies of Western countries in the areas of cybersecurity,the role of new e-commerce platforms,and digital sovereignty of BRICS countries.It aims to promote inter-governmental cooperation through civil dialogue and lead information technology cooperation among developing countries through the BRICS mechanism,as well as to collaborate to establish guidelines for global cybersecurity,new e-commerce platforms,and digital sovereignty. 展开更多
关键词 BRICS CYBERSECURITY New e-commerce platform Digital sovereignty
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Non-Terrestrial Network: Architecture, Technologies and Applications
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作者 Gao Yuan Wu Gang +3 位作者 Hao Zhangcheng Zhao Nan Dusit Niyato Arumugam Nallanathan 《China Communications》 2025年第10期I0002-I0005,共4页
With the advent of the digital era,the field of communications is undergoing profound transformation.Among the most groundbreaking developments is the emergence of non-terrestrial networks(NTN),which represent not onl... With the advent of the digital era,the field of communications is undergoing profound transformation.Among the most groundbreaking developments is the emergence of non-terrestrial networks(NTN),which represent not only a technological leap forward but also a major trend shaping the future of global connectivity.As a layered heterogeneous network,NTN integrates multiple aerial platforms—including satellites,high-altitude platform systems(HAPS),and unmanned aerial systems(UAS)—to provide flexible and composable solutions aimed at achieving seamless worldwide communication coverage. 展开更多
关键词 unmanned aerial systems uas non terrestrial networks SATELLITES layered heterogeneous networkntn aerial platforms layered heterogeneous network high altitude platform systems unmanned aerial systems
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The Rise of Riders:Digital Platforms,Targeted Matching,and Job Creation
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作者 Xu Heng Yu Yunjun Zhang Yilin 《China Economist》 2025年第2期96-132,共37页
In recent years,gig economy jobs-particularly those of food delivery and ride-hailing drivers-have rapidly emerged as a significant force in the labor market,reflecting the deep integration of China’s digital and rea... In recent years,gig economy jobs-particularly those of food delivery and ride-hailing drivers-have rapidly emerged as a significant force in the labor market,reflecting the deep integration of China’s digital and real economies.This paper examines how digital platforms that support the gig economy exercise directionality and dominance in labor matching,where the platform dictates which consumers workers serve,rather than allowing independent choice.While this platform-led matching may appear to limit consumer and worker autonomy,it actually arises from the platform’s central role in information flow and its technological capabilities,serving as a foundation for the platform’s ability to create large-scale employment through cross-side network effects.Using a theoretical model that integrates digital platforms,labor markets,and product markets,the paper explores how the efficiency of targeted matching affects employment creation.In the early stages of gig economy development,when targeted matching efficiency is low,improvements in assignment efficiency lead to a net increase in gig employment,worker income,and overall social welfare.However,in the later stages,as targeted matching efficiency improves,the potential for monopoly abuse by incumbent platforms may trigger a crowding-out effect,leading to unemployment,income inequality between platforms and workers,and higher commission fees.While fostering competition within platform markets offers benefits,policymakers should avoid excessively low entry barriers,as these can negatively impact incumbent platforms’decisions regarding labor,pricing,and technology investment. 展开更多
关键词 Gig economy digital-real integration platform regulation competitive market
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