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检索条件"丛书名=Lecture Notes on Data Engineering and Communications Technologies"

共 334 条记录，以下是21-30 订阅

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The Application of Financial Technology in the Intelligent Management of Credit Risk Under the Background of Big data 1

引用

作者： Xie, Tingting Aba Teachers University Sichuan Aba China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

The application of big data (BD) technology in the field of financial technology is becoming more and more extensive, and its development trends and prospects are becoming wider and wider. The transformation from traditional financial industry to modern information technology is an important challenge currently facing our country. This article analyzes and designs the intelligent management of credit risk from the perspective of financial technology. This article mainly conducts related research on the intelligent management of credit risk through case analysis and data mining techniques. Through systematic testing, it is found that my country's credit risk is worthy of further study. In the past 4 years, the bank's indicators have fluctuated steadily, and the loss rate has been as high as 2%. This requires an intelligent management system to be put on the agenda. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Big data

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Development of Object Identification APP Based on YoloV2 1

引用

作者： Zhao, Baiming Xie, Nan Ge, Junxiao Chen, Weimin College of Information Engineering Zhejiang University of Water Resources and Electric Power Zhejiang Hangzhou China College of Mechanical and Electrical Engineering China Jiliang University Hangzhou China

ISBN: (数字)9789819908806

ISBN: (纸本)9789819908790

As people pay more and more attention to education, many people begin to teach children to learn from infants. However, parents are busy with their work and can’t spare time to give consideration to children’s education, even in terms of language, text and image learning. This paper has developed mobile phone application software that can identify items, and the APP uses YoloV2 as the model for realizing the specific functions of the application software, and the packaging and UI design of the application software are implemented using the kivy library in Python. Kivy library can access files and cameras of Android devices, which is helpful to the realization of application software functions. After learning, designing and implementing, we successfully integrated the functions into the framework of kivy, and finally successfully produced an application that can identify objects by selecting local files or calling cameras. The APP uses YoloV2 model for learning, and uses the completed data set to identify objects. Finally, it has developed an application with the function of item identification, which has certain use value, and can continue to add or develop new functions in preschool education, bringing better application prospects and reference value. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Python

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Design of Automatic Call-Test System for Charging Pile IoT data Based on NB-IoT 1

引用

作者： Li, Haoran Wang, Qian Prabu, S. State Grid Jibei Electric Power Company Limited Skills Training Center Baoding Technical College of Electric Power Hebei Baoding China Department of Electronics and Communication Engineering Mahendra Institute of Technology Tamil Nadu Namakkal India

ISBN: (数字)9789819911578

ISBN: (纸本)9789819911561

With the rapid development of electric vehicles, charging piles that provide charging behavior to meet the cruising range have been widely used. In order to facilitate remote monitoring and management of charging piles, Narrow Band Internet of Tings (NB-IoT) technology is widely used in the development and management of charging piles, helping to ensure the safe operation of charging piles. Therefore, this article combines the NB-IoT technology to design an automatic test system for charging pile IoT data. This article first designs the hardware structure of the data acquisition layer, and designs the hardware interfaces of the temperature and humidity acquisition circuit, the smart card information acquisition circuit, and the electrical energy information acquisition circuit. Based on the analysis of the fault types and characteristics of the charging facilities, by introducing the random forest model, the fault warning of the charging pile data is completed. The experimental data shows that the charging time of the charging pile port 2 has reached 10.7 h, and the charge is 2 times, and the cost is 19.26 yuan. It can be seen that various charging data will be generated during the charging operation of the charging pile, and the system can realize the automatic collection and monitoring of the charging pile IoT data. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Piles

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Development of Industry-University-Research Institute Collaborative Innovation Information Platform Based on Spring MVC Framework 1

引用

作者： Liu, Na College of Innovation and Entrepreneurship Bohai University Liaoning Jinzhou China

ISBN: (数字)9789819911578

ISBN: (纸本)9789819911561

Spring MVC framework is actually the Spring Web MVC module in the Spring Framework to provide greater security and scalability to the system users. Spring MVC framework is designed around DispatcherServlet, similar to the function of Struts ActionServle, the whole process of user requests to processing, effectively solving the complexities of application development. This paper analyses the principle of Spring MVC framework, constructs a three-dimensional model of Industry-University-Research Collaborative Innovation, designs the system functions through the use case diagram of Industry-University- Research Collaborative Innovation Information Platform, and realizes the Industry-University-Research Collaborative Innovation Information Platform based on Spring MVC framework. The research results provide guarantee for universities, research institutions and enterprises to carry out industry-university-research activities. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： 3D modeling

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Image Retrieval Algorithm of Intangible Cultural Heritage Based on Artificial Intelligence Technology 1

引用

作者： Lu, Lan Li, Cheng Zhou, Cheng College of Art and Design XiangNan University Human Chenzhou China School of Chemical Engineering and Technology Yantai Nanshan University Shandong Yantai China

ISBN: (数字)9783031318603

ISBN: (纸本)9783031318597

Nowadays, the wide application of digital image has involved national defence industry, military, manufacturing, medical treatment, news media, mass entertainment and family daily life. In this wide use, a large number of different image databases have been formed. At the same time, the protection of intangible cultural heritage has entered the digital era. Many regions in China have done a lot of research work and in-depth excavation in the digital preservation of intangible historical and cultural heritage. In order to better preserve and disseminate intangible historical and cultural heritage, the retrieval and management of image database system has become an urgent topic. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Artificial intelligence

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The Application of VR Technology in Han Embroidery Digital Museum 1

引用

作者： Yang, Lun Wuhan Textile University Hubei Wuhan China

ISBN: (数字)9783031318603

ISBN: (纸本)9783031318597

Since With the development of the digital age, virtual reality technology tends to be mature and has been applied in many fields such as education, military affairs and cultural heritage protection. From the perspective of cultural confidence, this paper discusses the significance and application of virtual reality technology in the construction of digital museums, and takes the construction method of Han Embroidery digital museum, an intangible cultural heritage in Hubei Province, as an example to summarize the concrete steps of its construction. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Virtual reality

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Myopic Retailer’s Cooperative Advertising Strategies in Supply Chain Based on Differential Games 1

引用

作者： Zhang, Chonghao Shanghai Maritime University Shanghai China

ISBN: (数字)9783031318603

ISBN: (纸本)9783031318597

In this paper, the cooperative advertising problem between manufacturer and retailer in supply chain is studied based on differential game theory and a stochastic differential game model is established. This paper describes the dynamic advertising strategies of manufacturers and retailers, and obtains the feedback Stackelberg Equilibrium solution according to the dynamic programming principle. This paper is based on the fact that the majority of retailers in the supply chain only consider their immediate profits in order to maximise their own short-term profits. The results show that the type of advertising support from manufacturers to retailers depends on the marginal profit of both parties. In the balanced advertising strategy of both parties in the cooperative advertising plan, the manufacturer mainly makes long-term advertising to build brand goodwill. With the support of manufacturers, retailers mainly make short-term advertisements to stimulate sales. Cooperative advertising is a coordination mechanism in the supply chain, which can improve retailer’s willingness to follow the manufacturer’s strategy. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Supply chains

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Measurement and Prediction of Carbon Sequestration Capacity Based on Random Forest Algorithm 1

引用

作者： Li, Jiachun Fu, Jiawei Wright, Justin Department of Economics and Management Northeast Electric Power University Jilin Jilin China Department of Electrical Engineering Northeast Electric Power University Jilin Jilin China Achieve Xiamen International School Fujian Xiamen China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

Global climate change characterized by the effects of climate warming has become an indisputable fact. With an increase in the number of disasters and extreme weather observances, climate change poses a serious threat to the survival and development of human society. Strategies such as "carbon peak" and "carbon neutral" have become common globally for coping with the impending changes;effective methods of carbon sequestration will provide a feasible path for a proper double carbon strategy. In this study, random forest algorithms were used to analyze climate characteristics, and the data then preprocessed from tree age and forest survival state, so as to obtain the forest carbon sequestration capacity of different survival modes. Based on the data of forest cover in Beijing, the carbon sequestration capacity of the city in the next 100 years and the optimal strategies that forest managers should use are predicted to provide reference for effective forest planting and management planning. We strive to develop forest management plans without violating natural conditions, balance felling and planting, and maximizing social value. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Climate change

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Application of Digital Virtual Art in 3D Film Animation Design Effect 1

引用

作者： Zhuang, Yueping Xiamen University Tan Kah Kee College Fujian Zhangzhou363105 China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

The appearance of 3D film and television animation (TA) has brought revolutionary changes to the development of animation industry. Digital virtual art is a key element in the design of 3D film and TA, affecting the overall effect of 3D animation. The purpose of this paper is to study the application of digital virtual art in 3D film and TA design effects. This paper analyzes the concept of computer animation, analyzes and summarizes the technical characteristics and applications of 2D animation and 3D animation according to the spatial dimension, and summarizes the performance characteristics and advantages of computer animation. Summarizes the advantages of digital animation technology in 3D film and TA and the development direction of 3D film and TA in digital animation, analyzes the advantages of animation production technology in 3D film and TA, at the same time, from the animation production technology The three aspects of special effects technology analyze the existing problems of 3D film and TA, put forward the production principle of 3D film and TA, and put forward the technical method of 3D film and TA production and transformation. Experiments have shown that in the 100-person questionnaire survey, the vast majority of audiences prefer animations produced by digital virtual art. Therefore, the speed and sophistication of digital virtual art production are far superior to the previous traditional animation production technology. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Animation

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Bridge Structure Reinforcement and Reconstruction Technology Based on Mobile Navigation BIM 1

引用

作者： Fu, Junxi Zhao, Kunpeng Chen, Jiangxue Guangdong Nanyue Transportation Investment and Construction Co. Ltd. Guangdong Guangzhou China Shandong Jiaotong University Shandong Jinan China PTY LTD Sydney Australia

ISBN: (数字)9789819911578

ISBN: (纸本)9789819911561

With the development of the world’s social economy, governments around the world pay more and more attention to the field of infrastructure construction. The bridge has gradually become an important node in the world’s infrastructure construction. The number of related projects of large and super large bridges has also increased rapidly. At the same time, the social demand for bridge construction and construction wages is also increasing. At present, BIM Technology has slowly spread from the construction industry to the whole urban field. Based on the analysis of bridge structure reinforcement and reconstruction technology of BIM based on mobile navigation, this paper discusses and analyzes the design process of BIM Technology Applied to bridge reinforcement and reconstruction, remembers the overall design of mobile navigation, selects a bridge to test the normal service index of the whole bridge through the bridge evaluation algorithm, and tests the lower edge stress of the section in the service stage of the bridge under effective prestress when evaluating the bridge after strengthening with the lower edge stress of the beam. The test results show that the normal performance indexes of the bridge are less than 0.4. The test data of prestress loss of intelligent CFRP plate show that the strengthened bridge is in good condition and has no impact on the operation safety;The calculated stress at the lower edge of the section follows that the pressure is positive and the tension is negative. At this time, the structure is in the compression stage of the whole section and the bridge is in good condition. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Navigation

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