2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)最新文献

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Research and Practice on the Design of Huizhou Regional Cultural Bamboo Products Based on Big Data 基于大数据的徽州地域文化竹产品设计研究与实践
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00029
Xiang Li, J. Huang
{"title":"Research and Practice on the Design of Huizhou Regional Cultural Bamboo Products Based on Big Data","authors":"Xiang Li, J. Huang","doi":"10.1109/ICDSBA53075.2021.00029","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00029","url":null,"abstract":"In order to make full use of bamboo resources in China and improve the modeling design level of bamboo products by integrating Huizhou regional culture, it is necessary to clarify the requirements of information and skills in the era of big data. Therefore, on the basis of understanding the development characteristics of regional culture in Huizhou, this paper analyzes how to study relevant design practice based on the concept of big data by understanding the current design direction of bamboo products in China.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132302210","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 Spatial Big Data Management and High Performance Computing Based on Information Cloud Platform 基于信息云平台的空间大数据管理与高性能计算研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00015
Zenghua He
{"title":"Research on Spatial Big Data Management and High Performance Computing Based on Information Cloud Platform","authors":"Zenghua He","doi":"10.1109/ICDSBA53075.2021.00015","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00015","url":null,"abstract":"In the new era, with the development of urban construction and the improvement of social and economic level, in the face of increasing information requirements, the computer technology used in the past has been unable to meet the current market demand. Therefore, on the basis of understanding the technical research background, this paper analyzes the characteristics and key technologies of spatial big data management on the information cloud platform, and deeply discusses the contents of high-performance computing on the information cloud platform.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132415363","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 China’s Industrial Structure Adjustment under the New Economic Normal 新经济常态下中国产业结构调整研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00057
Kenjie Chen
{"title":"Research on China’s Industrial Structure Adjustment under the New Economic Normal","authors":"Kenjie Chen","doi":"10.1109/ICDSBA53075.2021.00057","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00057","url":null,"abstract":"This paper constructs a model of industrial structure upgrading and rationalization, and studies the process of industrial structure adjustment in China under the new economic normalising the data of 24 province,autonomous regions and municipalities directly under the Central Government(hereinafter referred to as 24 provinces) from 2014 to 2019. Finally, it is concluded that China's industrial structure has gradually become highly developed, but there are some problems among industrial structures: firstly, the proportion of three industrial structures is uncoordinated; secondly, the regional development of three industrial structures is unbalanced. Therefore, China should make use of domestic and foreign resources, go by technological innovation ,promote the upgrading and rationalization of industrial structure, and achieve high-quality economic development.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130053300","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
Research on Industrial Design Innovation Method Based on Data Mining 基于数据挖掘的工业设计创新方法研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00012
Peng Qin, Yanqi Guo
{"title":"Research on Industrial Design Innovation Method Based on Data Mining","authors":"Peng Qin, Yanqi Guo","doi":"10.1109/ICDSBA53075.2021.00012","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00012","url":null,"abstract":"Under the background of economic globalization, industrial design has gradually been integrated into daily life and work, prompting all walks of life to pay close attention to the innovation and development of industrial design. Therefore, on the basis of understanding the definition of industrial design and data mining, this paper analyzes how to analyze innovative industrial technology based on data mining according to the current market development trend.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116509745","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
An Architecture and Joint Robot Group for a Long-Range Dynamic Combinatorial Flying Complex Based on Cloud Sea Computing in 5G OGCE 5G OGCE中基于云海计算的远程动态组合飞行综合体体系结构及联合机器人群
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00025
Zhi-Ying Lv, M. Yuan, Yi Lv, Zhongfeng Wang
{"title":"An Architecture and Joint Robot Group for a Long-Range Dynamic Combinatorial Flying Complex Based on Cloud Sea Computing in 5G OGCE","authors":"Zhi-Ying Lv, M. Yuan, Yi Lv, Zhongfeng Wang","doi":"10.1109/ICDSBA53075.2021.00025","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00025","url":null,"abstract":"Based on the fifth generation of mobile communication (5G), 5G open grid computing environment (5G OGCE), in order to adapt to \"civil-military integration strategy\" in region from transoceanic flight to space, and to meet the needs of air-sea integration development, a joint (connecting or docking-and-berthing) robot group (JRG) and a long-range dynamic combinatorial flying complex (combinatorial aircraft) are presented by this paper, the aim of which is to provide range extension and improve endurance of a large combat blended wing body (BWB) stealth strategic bomber (SSB). With the support of an aircraft carrier at sea, the large BWB SSB with main part of JRG and stealth unmanned aerial refueling tanker vehicle (UARTV) with joining part of JRG can be joined dynamically together to combinate a flying complex, and achieve all-weather operations in the world. This JRG has the functions similar to the external fuel tank of the aircraft and the externally mounted cruise missile, and the externally mounted aircraft acts as the external fuel tank. By using transition and channel of distributed control cloud architecture of cloud sea computing (CSC) in 5G OGCE, to command and control (C2) and drive JRG, complete the joining (docking) between SSB and UAREV in a variety of standardized movements and operations. JRG can be used to connect the wings of large BWB passenger aircrafts and stealth manned or unmanned aerial vehicles (UAVs), for rescue and anti-terrorism.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123883162","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
The application value of big data in China’s social work 大数据在中国社会工作中的应用价值
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00037
Li Li
{"title":"The application value of big data in China’s social work","authors":"Li Li","doi":"10.1109/ICDSBA53075.2021.00037","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00037","url":null,"abstract":"In recent years, with the arrival of the era of big data, big data involves a wide range of issues. This paper mainly analyzes the concept of big data and the literature involved. This paper analyzes and studies the impact of theoretical knowledge on big data in science and technology, philosophy, sociology and other disciplines. At the same time, the problems involved in the learning process, professional theoretical knowledge, as well as the topic involved in a deep level of research, at the same time to realize the integration and unification of theoretical knowledge in multiple fields. This paper mainly analyzes and studies the development situation of big data from the perspective of historical development, and analyzes and studies the essence of big data from the perspective of science and technology. If hypothesis theory of the social effects of the big data exist for the premise, in grasping the thinking logic, on the basis of change and transformation of the industrial development from such aspects as technology, economy and society were analyzed, and according to the data driving mechanism and path of development, combined with the relationship between science and technology, society, the big data and various industries for the society and benefit analysis of the impact of the study.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122292568","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 the Using Behavior of Small Denomination Money in the Digital Age 数字时代小额货币使用行为研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00092
Lin Deng, Weilun Huang
{"title":"Research on the Using Behavior of Small Denomination Money in the Digital Age","authors":"Lin Deng, Weilun Huang","doi":"10.1109/ICDSBA53075.2021.00092","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00092","url":null,"abstract":"The purpose of this paper is to explore the influence of central bank digital currency, digital payment, traditional culture, and personal factors on the user behavior of small denomination money through literature review and research results, further analyze the reasons for the use of small denomination money, give relevant suggestions, and predict the use of small denomination money in the future. Using multiple regression model and ANOVA analysis, this paper finds that the user behavior of small denomination currency has a significant positive correlation with the disadvantage cognition of digital currency, the disadvantage cognition of digital payment, and traditional culture identification. Personal factors also affect the user behavior and influencing factors of small denomination currency. Gender has a significant impact on the last time small denomination currency was used, the advantage cognition of digital payment and the disadvantage cognition of digital payment. Age has a significant impact on small denomination money, the last time when small denomination currency was used, and the influencing factors. Education level and income level have no significant impact on the user behavior and its influencing factors of small denomination money. This paper argues that although the using behavior of small denomination money is affected by the central bank's digital money and digital payment channels, it is difficult to change for a long time due to the characteristics of the user behavior itself. Therefore, the probability of a significant decline in the using rate of small denomination money is small.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130320532","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 Cooperative Innovation Evolution Game of Knowledge-intensive Service Enterprises 知识密集型服务企业协同创新演化博弈研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00070
Danyi Sheng, Yan Zhou
{"title":"Research on Cooperative Innovation Evolution Game of Knowledge-intensive Service Enterprises","authors":"Danyi Sheng, Yan Zhou","doi":"10.1109/ICDSBA53075.2021.00070","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00070","url":null,"abstract":"Knowledge-intensive service enterprise is an important part of innovation system. In this paper, the evolutionary game method is used to analyze the collaborative innovation process between knowledge-intensive service enterprises and client enterprises, so as to construct the evolutionary game model of the cooperation between knowledge-intensive service enterprises and client enterprises. Through the stability analysis and mathematical derivation of the dynamic equation, this paper explores the influence of government and game behavior on cooperation. The results show that creating more innovation benefits, reasonable service pricing, reducing service costs and increasing the amount of compensation for breach of contract can promote the cooperate and finally realize collaborative innovation. Finally, according to the simulation results, this paper also puts forward the dynamic mechanism, guarantee mechanism and constraint mechanism to realize the collaborative innovation between knowledge-intensive service enterprises and client enterprises.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131435809","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
An Empirical Study on the Influence of Social Capital on Agricultural Enterprise Performance 社会资本对农业企业绩效影响的实证研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00054
X. Wu
{"title":"An Empirical Study on the Influence of Social Capital on Agricultural Enterprise Performance","authors":"X. Wu","doi":"10.1109/ICDSBA53075.2021.00054","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00054","url":null,"abstract":"Based on the understanding of the research projects related to social capital and enterprise performance in recent years, this paper combines the positive impact of social capital on technological innovation of agricultural enterprises, and analyzes the impact of social capital on the performance of agricultural enterprises by building a theoretical model.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126683646","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
Decision and Evaluation of Ordering and Transshipment Schemes Based on Multi-objective Programming 基于多目标规划的订货转运方案决策与评价
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00097
Qihan Zhao, Wenwen Zhuang, Junfeng Yu, Ao Zhu, J. Wang, Yanying Yan, Ying-Hsiu Chen, Muzhou Hou
{"title":"Decision and Evaluation of Ordering and Transshipment Schemes Based on Multi-objective Programming","authors":"Qihan Zhao, Wenwen Zhuang, Junfeng Yu, Ao Zhu, J. Wang, Yanying Yan, Ying-Hsiu Chen, Muzhou Hou","doi":"10.1109/ICDSBA53075.2021.00097","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00097","url":null,"abstract":"The decision-making and evaluation of raw material ordering and transportation schemes are common in the actual production process. This paper makes an in-depth study on the formulation of ordering and transportation schemes in the future. Firstly, this paper determines the four quantitative indicators of supplier compliance rate, stability, market reputation and raw material output-input ratio with mean square deviation to weight them, establishes TOPSIS comprehensive analysis and evaluation model, and obtains the list of the top five importance to the production guarantee of the enterprise. Then, the time series Arima prediction model is used to process the historical data of the supply volume of the top 50 suppliers and predict the supply volume corresponding to the next 24 weeks. The specific ordering and transshipment scheme is obtained by using the prediction value, the single objective function model of \"minimum number of suppliers\", double objective function model of \"minimum number of suppliers + minimum cost\", and the three objective function model of \"minimum number of suppliers + minimum cost + minimum overall loss rate\".","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115933410","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
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