大数据技术
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深挖涉海大数据
Zhong Guo Zi Ran Zi Yuan Bao· 2025-09-29 01:47
Core Viewpoint - The article emphasizes the importance of technological innovation in driving high-quality development of the marine economy, highlighting the implementation of a three-year action plan by the Beihai Bureau to enhance marine industry data mining capabilities and improve economic monitoring and evaluation [3][4]. Group 1: Technological Innovation and Data Integration - The Beihai Bureau has initiated a three-year action plan focused on technological innovation to support high-quality development in marine industries, resulting in significant achievements in integrating technology, industry, and business innovation [3]. - The project aims to overcome challenges in identifying and classifying marine economic activities by utilizing multi-source heterogeneous data and intelligent algorithms, transitioning from manual assessment to intelligent recognition [4][6]. - A dual-driven model of "external collection + internal governance" has been established to address data fragmentation, enhancing data coverage and real-time capabilities for effective marine economic monitoring [6][10]. Group 2: Data Mining and Quality Control - The marine industry data mining technology has developed a dual-track recognition mechanism with a "marine attribute feature word library" and a "marine national economic industry code library," facilitating efficient identification of marine economic activity units [8][9]. - A total of 1,440 feature words have been extracted to create the marine attribute feature word library, which aids in classifying marine-related industries and improving monitoring efficiency [9]. - Quality control measures have been implemented to ensure data accuracy, maintaining a model error rate below 1%, resulting in a comprehensive directory of over 3 million marine-related units across the country [10]. Group 3: Future Applications and Development - The article outlines plans to leverage digital technology for enhanced marine governance, aiming to improve decision-making capabilities and expand the application of marine economic big data for precise governance [13]. - A "1+4+N" visualization platform is being developed to support various service scenarios, enhancing the ability of marine enterprises to innovate and grow [12]. - Continuous updates to the marine attribute feature word library and the establishment of industry standards for data mining are planned to further improve data quality and usability [12].
上海钢联:将继续加大在人工智能和大数据技术领域的研发投入
Quan Jing Wang· 2025-09-24 05:54
Core Insights - The company is focused on promoting the digital transformation of the bulk commodity industry through data services and steel trading services, driven by data elements and digital technology [1] - The management expresses confidence in the company's future development, aiming to enhance high-value services through AI and the Steel Union EBC product by 2025 [1] - The company plans to expand its international presence and influence through overseas subsidiaries [1] Industry and Company Overview - Shanghai Steel Union is a leading global provider of bulk commodity and related industry data services, with a domestic trillion-level B2B steel trading smart service e-commerce platform [1] - The main business segments include industrial data services and steel trading services [1] Future Strategies - The company aims to increase revenue by expanding consignment business transaction scale and extending the steel-silver ecosystem services, including supply chain innovation products, warehousing logistics upgrades, and SaaS subscription services [1] - There will be a continued increase in R&D investment in artificial intelligence and big data technology to enhance data processing and analysis capabilities [1] - The goal is to provide more accurate market forecasts, trend analysis, and intelligent decision support to enhance market recognition of the company's value and drive business growth [1]
[路演]上海钢联:将继续加大在人工智能和大数据技术领域的研发投入
Quan Jing Wang· 2025-09-19 08:28
Core Viewpoint - The company is focused on promoting the digital transformation of the bulk commodity industry through data services and steel trading services, expressing confidence in its future development [1] Group 1: Company Strategy - The company plans to enhance its industrial data service business by deepening services and integrating multidimensional data to provide high-value services, leveraging AI and its EBC products to expand applications in intelligent forecasting and business decision-making [1] - The company aims to accelerate its international layout and enhance its global influence through overseas subsidiaries [1] - The steel trading service will increase revenue by expanding consignment business transactions and extending the steel ecosystem services, including supply chain innovation products, warehousing logistics upgrades, and SaaS subscription services [1] Group 2: Technology and R&D - The company will continue to increase its investment in artificial intelligence and big data technology research and development to improve data processing and analysis capabilities [1] - The goal is to provide users with more accurate market forecasts, trend analysis, and intelligent decision support, thereby enhancing market recognition of the company's value and driving business growth [1] Group 3: Market Position - The company is recognized as a global leader in bulk commodity and related industry data services and operates a domestic trillion-level B2B steel trading smart service e-commerce platform [1]
各地探索“多路径”破解农户贷款抵押难题 “信用+”让金融服务乡村振兴更精准
Yang Shi Wang· 2025-09-15 02:53
Core Insights - The article discusses the challenges faced by farmers in obtaining loans due to a lack of effective collateral and highlights various innovative solutions being implemented across different regions in China to address these financing difficulties [1][10][23]. Group 1: Innovations in Rural Financing - In Zhejiang, the application of big data technology has enabled the establishment of financial profiles for farmers, creating a loan whitelist that alleviates the financing difficulties caused by insufficient collateral [1][5][9]. - By the end of July, Zhejiang Rural Commercial Bank had achieved full coverage of eligible farmers for credit, benefiting 9.568 million households with a total credit amount of 1.44 trillion yuan, with credit loans accounting for 68% of the total [9][30]. - In Hunan, financial institutions have adopted a "whole village credit" model, which has supported 377 villages and 6,317 farmers with a total credit amount of 1.61 billion yuan [16][18]. Group 2: Credit Assessment and Loan Products - In Hubei, a pilot program has been initiated to evaluate the credit value of farmers and rural assets, allowing individual farmers to receive credit limits of up to 1 million yuan based on their credit ratings [18][20]. - The introduction of specialized credit loan products such as "pig loans," "aquaculture loans," and "pepper loans" has been developed to meet the needs of agricultural producers [14][20]. - The national agricultural credit guarantee alliance has been established to help farmers and agricultural cooperatives overcome financing challenges, with over 4.8 million farmers receiving guarantees and financing exceeding 1.76 trillion yuan [29][30]. Group 3: Shift Towards Credit-Based Financing - The Financial Regulatory Administration reported that as of July, credit loans accounted for over 50% of the total balance of operating loans for farmers, indicating a significant shift from reliance on collateral to credit value [30][34]. - The number of new agricultural entities receiving loans has increased by 10.18% since the beginning of the year, with regions like Fujian and Shanxi showing loan approval rates exceeding 70% [32][34]. - The recent implementation of the "Implementation Plan for High-Quality Development of Inclusive Finance in the Banking and Insurance Industries" emphasizes increasing credit loan issuance to farmers and new agricultural entities [36].
“科技配方”有多牛?中山鱼塘变身“疗养院” 亩产翻七倍
2 1 Shi Ji Jing Ji Bao Dao· 2025-09-11 15:17
Core Insights - Guangdong is a significant region for aquaculture in China, with a focus on the production of the unique "Crispy Fish" variety, which has seen steady growth in both domestic and international markets [1] - The local aquaculture industry has achieved a dual breakthrough with average yields exceeding 7,000 pounds per acre and increased product value through advanced animal nutrition techniques [1][2] - The integration of precise nutritional formulas, smart monitoring, and high-density farming has addressed industry challenges and enhanced the overall value chain of aquaculture in Zhongshan [1][4] Group 1: Nutritional Precision and Farming Techniques - Farmers in Zhongshan have adopted precise nutritional management, achieving an average yield of over 7,000 pounds per acre by understanding the nutritional needs of grass carp at different growth stages [2][3] - The region has developed a tiered production chain for grass carp, supplying over 30% of the national fry stock and focusing on different weight categories for market demands [2] - The use of big data and IoT devices allows for real-time monitoring and dynamic adjustments in feeding strategies, reducing feed costs by 15%-20% and minimizing environmental impact [3] Group 2: Innovative Farming Models - The introduction of a "high-end puffed feed + high-density farming" model has provided new pathways for efficiency and profitability in Zhongshan's grass carp aquaculture [4] - High-density farming practices have been implemented, with over 700 fry per acre, leading to yields exceeding 8,000 pounds per acre while maintaining fish health through scientific management [5] - A comprehensive service system has been established to support farmers, addressing common industry challenges and facilitating resource integration from fry cultivation to feed production and fish sales [5]
山东省地矿局第六地质大队应邀参加2025国际黄金产业发展大会暨黄金矿业技术大会
Sou Hu Cai Jing· 2025-09-01 05:54
Group 1 - The "2025 International Gold Industry Development Conference and Gold Mining Technology Conference" was held in Zhaoyuan, Shandong, focusing on topics such as "Gold Market and Finance" and "Innovation in Gold Mining Technology" [1] - The conference emphasized digital transformation, resource conservation, macroeconomic trends, and the integration of gold production and finance [1] - The Shandong Provincial Geological and Mineral Bureau's Sixth Geological Team participated and presented a report at the conference [1] Group 2 - Senior Engineer Yang Zhenliang presented on "Composite Framework Wave-like Structure Control Mining Model Driving New Technology for Deep Prospecting Prediction," showcasing a three-dimensional mineral prediction method based on structural control models [3] - The technology identifies structural anomalies formed by multi-stage stress, successfully predicting multiple prospecting targets in the Jiaoxi North region, demonstrating significant preliminary results [3] - The Sixth Geological Team plans to focus on deep prospecting theoretical and technical challenges, enhancing the application of three-dimensional mineral prediction and big data technology in prospecting practices [3]
油气生产大数据分析重点实验室获批成立
Qi Lu Wan Bao· 2025-08-27 21:08
Core Insights - The establishment of the Dongying City Oil and Gas Production Big Data Analysis Key Laboratory marks significant progress in the field of new technology research for oil and gas production by the Shengli Oilfield Digital Management Service Center [1][2] - The laboratory aims to drive innovation through data and empower production, focusing on the entire process management of oil and gas production to support high-quality development [1] Group 1 - The laboratory has completed hardware configuration, team formation, and institutional construction, receiving recognition from experts during the on-site evaluation organized by the Dongying Science and Technology Bureau [1] - Future plans include leveraging the oilfield data lake, high-performance computing resources, and the "Sheng Xiaoli" model to participate in national major special project research [1][2] - The laboratory will establish a tripartite linkage mechanism for project application and establishment among the national level, Sinopec, and Shengli Oilfield to promote the autonomy of core technologies [1] Group 2 - The laboratory will optimize production processes using IoT and AI technologies, aiming for cost reduction, efficiency improvement, and safety control [2] - It will create a new technology research and incubation system for oil and gas production big data, covering the entire lifecycle of data collection, storage, analysis, and application [2] - The laboratory plans to provide customized solutions for the frontline of oilfields through the integration of production, education, research, and application, supporting the intelligent development of the oil and gas exploration and development industry [2]
江汉区烟草专卖局启动异常卷烟持证户专项整治 筑牢公平有序市场环境
Zhong Guo Chan Ye Jing Ji Xin Xi Wang· 2025-08-27 02:21
Group 1 - The core viewpoint of the news is the initiation of a special governance action by the Jianghan District Tobacco Monopoly Bureau to regulate the tobacco market and create a fair and law-abiding market environment [1][2] - The action is part of the implementation of the "Special Governance Work Plan for Abnormal Cigarette Retailers" and aims to address prominent issues in the cigarette market through systematic and precise governance measures [1][2] - The governance action is structured into three phases: investigation and assessment, concentrated rectification, and long-term supervision [1][2] Group 2 - In the investigation phase, the bureau utilizes big data technology to create a precise screening list by integrating various data sources, including internal monitoring systems and real-time cigarette flow monitoring platforms [1][2] - During the concentrated rectification phase, the bureau adopts a classification disposal strategy based on the characteristics of abnormal situations, including the removal of "virtual" and "dormant" retailers and providing support to those with mismatched operational capabilities [2] - The bureau emphasizes the protection of legitimate operators' rights during the governance process to avoid simplistic "one-size-fits-all" solutions [2] Group 3 - To achieve long-term supervision, the bureau explores innovative work mechanisms, including establishing a real-time information sharing mechanism and enhancing collaboration with market regulation and public security departments [2] - The implementation of a "double random, one public" inspection system and the use of big data monitoring technology aim to improve the precision and transparency of regulation [2] - The bureau's leadership expresses commitment to advancing the governance work effectively to create a fair, transparent, and orderly cigarette market environment, contributing to the healthy development of the regional economy [2]
冷链物流行业B2B电商解决方案:数商云以数字化技术重构产业生态
Sou Hu Cai Jing· 2025-08-25 15:07
Core Insights - The Chinese cold chain logistics market is projected to exceed 800 billion yuan by 2025, driven by consumption upgrades and policy support, transitioning from scale expansion to high-quality development [1] - Despite the growth potential, the industry faces significant challenges including weak infrastructure, lack of standardized technology, high costs, and insufficient digital penetration [1] Group 1: Industry Pain Points - Infrastructure imbalance exists with a total cold storage capacity of 237 million cubic meters, but coverage in western counties is below 50%, leading to a 20%-30% post-harvest loss rate for agricultural products [3] - The absence of a standardized technology framework results in high loss rates during transportation, with one case showing an 8% loss due to temperature fluctuations [4] - Cold chain logistics costs account for 30%-40% of total agricultural product costs, with transportation alone exceeding 50% of these costs [5] - Digital penetration is low, particularly in rural areas, leading to a 40% reduction in supply-demand matching efficiency and an 18% warehouse vacancy rate [6] Group 2: Company Solutions and Innovations - The company has developed a "four-dimensional integrated" solution encompassing intelligent procurement, smart warehousing, dynamic transportation, and precise delivery, which can reduce inventory holding costs by 15%-20% [7] - The smart warehousing platform utilizes IoT sensors to maintain temperature and humidity, achieving a loss rate of under 3% [8] - The dynamic transportation network employs blockchain technology to optimize routes, reducing vehicle empty running rates to below 10% [9] - The precise delivery service boasts a 98% on-time delivery rate within 72 hours, with trials for a "same-day delivery" service [10] Group 3: Industry Applications and Future Trends - The company is implementing a blockchain traceability system that enhances customs clearance efficiency by 60% and reduces audit times by 50% [10] - The integration of IoT devices in cross-border cold chain scenarios has decreased damage rates from 12% to 2.3% [11] - The cold chain logistics "brain" system processes over 10 terabytes of data daily, saving 430,000 yuan in fuel costs in one month for a major supermarket [12] - Future trends include the application of metaverse technology for digital twin systems, quantum encryption for data security, and the commercialization of Level 4 autonomous refrigerated vehicles [19]
2025年,“上门按摩服务”为啥越来越受欢迎?业内人士说出原因
Sou Hu Cai Jing· 2025-08-15 05:34
Core Insights - The Chinese massage market is undergoing a significant transformation, with the rise of on-demand massage services creating a market worth 700 billion yuan, expanding rapidly [1][7] - By 2025, the market size of the massage and foot therapy industry in China is expected to reach substantial figures, driven by changing consumer behaviors and preferences [1] Market Drivers - **Consumer Upgrade**: From 2013 to 2023, the disposable income of Chinese residents has consistently increased, leading to a shift in massage services from luxury to a part of daily health management, especially among high-income urban professionals [1] - **Technological Empowerment**: The maturity of O2O platforms has provided robust technical support for on-demand massage services, with the digital economy and internet penetration rising from 2017 to 2022, facilitating easier online booking and payment processes [2] - **Rise of Home Economy**: The emergence of Generation Z has fostered a demand for convenient services, with a strong inclination towards "lazy economy" trends, boosting the popularity of on-demand services like massage [2] - **Enhanced Service Experience**: Home massage services offer a familiar and private environment, addressing the needs of specific demographics such as postpartum women and the elderly, with 61.4% of users being male, indicating a strong demand for privacy [2][3] - **Efficient Time Management**: Traditional massage services often require 3-4 hours, while on-demand services significantly reduce this time, appealing to busy urban consumers who prefer evening and weekend appointments [3] - **Diverse and Transparent Services**: Online platforms provide a wider selection of therapists, allowing consumers to choose based on qualifications and reviews, with nearly half preferring female therapists [3] Challenges and Future Outlook - Despite rapid growth, the on-demand massage market faces challenges such as inconsistent service quality and fraud risks, necessitating improved industry standards and regulations [5] - The future of the on-demand massage market is expected to focus on quality enhancement and expansion, with more specialized services and increased brand concentration, alongside advancements in technology like AI and big data to improve service matching [5][7]