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2021 International Conference of Social Computing and Digital Economy (ICSCDE)最新文献

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Research on the Development of Cross Border E-commerce based on Dual Chain Integration Mode 基于双链整合模式的跨境电子商务发展研究
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00070
Jiecheng Bao, Xiao Geng, Ping Yu
{"title":"Research on the Development of Cross Border E-commerce based on Dual Chain Integration Mode","authors":"Jiecheng Bao, Xiao Geng, Ping Yu","doi":"10.1109/ICSCDE54196.2021.00070","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00070","url":null,"abstract":"The outbreak of COVID-19 has a huge impact on the social economy. The development mode of the global economy and trade has also changed, which has accelerated the rapid development of cross-border e-commerce mode. Under the normal epidemic situation, how to optimize the development of cross-border e-commerce is the key to promote economic development. This paper analyzes the pain points of cross-border e-commerce. Based on the analysis of the whole industry chain of cross-border e-commerce, it deeply analyzes the relationship between blockchain and cross-border e-commerce. This paper puts forward the idea of blockchain enabling cross-border industrial chain to transform and develop cross-border e-commerce, and constructs a cross-border e-commerce system model based on blockchain, so as to promote the healthy and ecological development of cross-border e-commerce.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126403769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Summary of Scene Text Detection Based on Deep Learning 基于深度学习的场景文本检测研究综述
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00079
Yuan Li, Mayire Ibrayim, A. Hamdulla
{"title":"Summary of Scene Text Detection Based on Deep Learning","authors":"Yuan Li, Mayire Ibrayim, A. Hamdulla","doi":"10.1109/ICSCDE54196.2021.00079","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00079","url":null,"abstract":"Scene text detection is a general text detection technology, which has become a hot research direction in the field of computer vision and document analysis in recent years, and is widely used in geographic positioning, license plate recognition, unmanned driving, and other fields. Compared with traditional document text detection, scene text changes more dramatically in font, scale, arrangement, and background. Therefore, deep learning technology has become the mainstream method in this field because of its excellent performance, which is helpful to improve the ability of text detection. This paper introduces the main research techniques of natural scene text detection and summarizes the structural characteristics of some classical network models. This paper sorts out, analyzes, and summarizes the running mechanism and performance of various network models for natural scene text detection deep learning-based in recent years. The common public datasets and their application characteristics are listed. Finally, the problems and challenges in scene text detection based on deep learning are discussed and provide an outlook on the future research directions in this field.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126947986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of embedded multi-machine asynchronous communication system based on single-chip computer control 基于单片机控制的嵌入式多机异步通信系统设计
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00038
Xiaoli An
{"title":"Design of embedded multi-machine asynchronous communication system based on single-chip computer control","authors":"Xiaoli An","doi":"10.1109/ICSCDE54196.2021.00038","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00038","url":null,"abstract":"Existing multi-computer asynchronous communication systems have low rate, large loss and time consumption, so an embedded multi-computer asynchronous communication system based on chip control is proposed and designed. Based on single chip control module as the center, connect interface circuit, power supply to data analysis. AT89S51 single chip is used to build the control module, the interface is used to connect the computer, the power module uses low noise low voltage differential linear voltage stabilizer. In software section, design the communication protocol of host query and slave interruption, receive the host command from the machine and complete the address matching and transmit data to the host and query the MCU until all communication data are received, thus completing the system design. The experimental results show that the average of the communication transmission rate is 1151Mb/s, the high diversity gain, small loss, and the operation time consumption is much lower than the traditional communication system.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"165 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129633757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Technology roadmap for transforming enterprises into cloud native 将企业转换为云原生的技术路线图
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00080
Yanbo Long, Hong Qiao
{"title":"Technology roadmap for transforming enterprises into cloud native","authors":"Yanbo Long, Hong Qiao","doi":"10.1109/ICSCDE54196.2021.00080","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00080","url":null,"abstract":"Nowadays, digital transformation has become a broad consensus among many companies in traditional industries, and many companies have taken digital transformation as the strategic core of their future development. Although these companies may have realized the importance of digital transformation, they are not clear enough about the specific technical path of digital transformation, and they are not familiar with the information technology involved. This paper provides a gradual roadmap for the digital transformation of enterprises to cloud native from a technical perspective and provides three main technical goals for how enterprises migrate their business from traditional stand-alone business to cloud native: virtualization, containerization, and clustering. It also discussed in detail the key issues and benefits in the process of achieving each goal.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115539893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Construction of Chinese-English Cross-language Information Retrieval Model Based on Dictionary Learning 基于字典学习的汉英跨语言信息检索模型构建
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00032
Lu Yan-ji
{"title":"Construction of Chinese-English Cross-language Information Retrieval Model Based on Dictionary Learning","authors":"Lu Yan-ji","doi":"10.1109/ICSCDE54196.2021.00032","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00032","url":null,"abstract":"Using the method of semantic ontology information fusion, this paper obtains the distribution fusion model of Chinese and English cross-language information from the perspective of systemic functional linguistics. A data distributed structure model of Chinese and English cross-language information under Systemic Functional Linguistics is constructed. Structural semantic hierarchical feature analysis method is used to fuse Chinese and English cross-language information under Systemic Functional Linguistics, feature extraction of Chinese and English cross-language information under Systemic Functional Linguistics is carried out in the reorganized feature space, and a fuzzy clustering model of Chinese and English cross-language information retrieval under Systemic Functional Linguistics is established by combining big data mining method. According to the semantic extension of verb-resultative phrases and dictionary learning results, the feature matching of Chinese and English cross-language data in personalized retrieval under the vision of Systemic Functional Linguistics is realized, and the Chinese and English cross-language information retrieval model under the vision of Systemic Functional Linguistics is established by adopting the method of grammatical attribute matching of semantic factors. Tests show that this method has higher accuracy and better matching in cross-language information retrieval between Chinese and English under the vision of Systemic Functional Linguistics.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124807756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IddCyber-security Monitoring of Power Internet of Things based on Machine Learning 基于机器学习的电力物联网网络安全监测
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00050
Yizhen Sun, Qiyao Li, Jun Gao, Zheng Tian, Zhongwei Chen, Zehua He
{"title":"IddCyber-security Monitoring of Power Internet of Things based on Machine Learning","authors":"Yizhen Sun, Qiyao Li, Jun Gao, Zheng Tian, Zhongwei Chen, Zehua He","doi":"10.1109/ICSCDE54196.2021.00050","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00050","url":null,"abstract":"The paper designs a new cyber-security monitoring of power Internet of Things based on learning. First, the paper analyzes the characteristics and application scenarios of terminal equipment, and designs the overall structure of network security monitoring based on machine learning method; then the flow model based on Power lot Protocol and the service intrusion detection model of Power lot platform are proposed to realize the intrusion detection function of power lot. Finally, the experiment results show that cyber-security monitoring of power Internet of Things based on machine learning achieves better results.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116923055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seismic stability monitoring system of building structure based on machine vision 基于机器视觉的建筑结构地震稳定性监测系统
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00074
Zhang Fang
{"title":"Seismic stability monitoring system of building structure based on machine vision","authors":"Zhang Fang","doi":"10.1109/ICSCDE54196.2021.00074","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00074","url":null,"abstract":"In order to overcome the problems of low detection accuracy and efficiency existing in the traditional seismic stability monitoring system of building structure, a new seismic stability monitoring system of building structure based on machine vision is proposed in this paper. The function and structure of the system are designed on LabVIEW platform. Based on this, the hardware of the system is designed, including building structure visual image acquisition equipment and wireless transmission module. In the software part of the system, the image algorithm is used to calculate the visual image of the building structure to complete the judgment of the instability factor. The experimental results show that, compared with the traditional monitoring system, the visual feature extraction accuracy and stability monitoring accuracy of the designed system are higher, and the practical application performance is stronger.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123123084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of data mining in interactive information visualization design 数据挖掘在交互式信息可视化设计中的应用
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00023
W. Ruixue
{"title":"Application of data mining in interactive information visualization design","authors":"W. Ruixue","doi":"10.1109/ICSCDE54196.2021.00023","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00023","url":null,"abstract":"In order to overcome the problems of low precision of visual information mining and long time consuming of visual view generation in traditional interactive information visualization model, this paper proposes the application of data mining in the design of interactive information visualization model. Firstly, the decision tree algorithm of data mining algorithm is used to mine the interactive visual information. Based on the mining results, interactive information visualization reference model, interactive information visualization data state reference model and interactive information resource visualization model are constructed. Through the above model, the visual mapping processing of interactive information can be completed, and the visual view can be generated for the visual display of interactive information. The experimental results show that, compared with the traditional visualization model, the constructed visualization model has higher data mining accuracy, and can effectively shorten the generation time of visualization view and improve the efficiency of data processing.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128044530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite Element Analysis of Bearing Capacity of Underlying Cavity 下卧空腔承载力有限元分析
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00049
Z. Du
{"title":"Finite Element Analysis of Bearing Capacity of Underlying Cavity","authors":"Z. Du","doi":"10.1109/ICSCDE54196.2021.00049","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00049","url":null,"abstract":"Aiming at the deficiency of the calculation method of bearing capacity of underground cavity foundation, this paper studies this problem by using the finite element method of upper limit analysis. First, we analyze the theory of upper limit finite element and its mechanics principle. Then, in view of the failure mode of karst tunnel foundation, the upper limit bearing capacity solution of the foundation under various conditions is calculated by using the upper limit finite element method. Finally, the ultimate bearing capacity and energy dissipation diagram of the foundation with the cavity are calculated by the finite element method, and the stability of various types of caverns under the action of load is analyzed. The results show that the scheme can reflect the process of deformation and failure of the actual foundation, and it has better comprehensive performance compared with the similar approaches.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128001102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on Optimization Modeling of High Temperature Resistant Surface Materials Based on Multi-source Data Mining 基于多源数据挖掘的耐高温表面材料优化建模研究
2021 International Conference of Social Computing and Digital Economy (ICSCDE) Pub Date : 2021-08-01 DOI: 10.1109/ICSCDE54196.2021.00068
Weimei Shi
{"title":"Research on Optimization Modeling of High Temperature Resistant Surface Materials Based on Multi-source Data Mining","authors":"Weimei Shi","doi":"10.1109/ICSCDE54196.2021.00068","DOIUrl":"https://doi.org/10.1109/ICSCDE54196.2021.00068","url":null,"abstract":"In order to realize the mixing jet of high temperature resistant surface materials, a modeling method based on multi-source data mining is proposed. According to the different position of high temperature resistant surface material in the jet, the high-speed jet is formed. The mechanical properties of high temperature resistant surface material plate were monitored by concentrated load moment analysis method. According to the measured data of the sensor, the grid characteristic test data of high temperature resistant surface material with multi-source data structure is fused. Then the characteristics of high temperature resistant surface materials were optimized. The mesh independence of heat-resistant surface material optimization is verified, and the optimization modeling of heat-resistant surface material is realized. Simulation analysis shows that the method has high stability and improves the preparation performance of high temperature resistant surface materials.","PeriodicalId":208108,"journal":{"name":"2021 International Conference of Social Computing and Digital Economy (ICSCDE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129617182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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