{"title":"Analysis of the integration of cultural tourism industry in Guangxi— Econometric analysis based on data from 2010-2019","authors":"Hui-Ji Xu, Fuxing Liang, Hanwen Ding, L. Xiao","doi":"10.1145/3569966.3570006","DOIUrl":"https://doi.org/10.1145/3569966.3570006","url":null,"abstract":"This paper collects and sorts out the relevant data of Guangxi's cultural industry and tourism industry from 2010 to 2019, and analyzes and clarifies the degree of integration and existing problems of cultural tourism in Guangxi based on the coupling coordination model, draws a Line charts and histograms reflecting the trend change of its coupling and coordination degree, and proposes corresponding solutions. The results show that from 2010 to 2019, the coupling coordination degree D value of the two is between 0.441 and 0.885, and most of the coupling degree C values are above 0.8. In 2010, the coupling coordination was the lowest, with a value of 0.441, and in 2019, the coupling coordination reached a maximum of 0.885. With the \"industrial integration\" gradually entering the public vision, tourism, as a pillar industry of the national economy, has been deeply developed at home and abroad in recent years. According to the problem of fluctuation of coupling and coordination degree between the two systems, the paper proposes to focus on the establishment of a long-term mechanism for the development of tourism industry and the development of cultural industry, so as to promote the innovative development of Guangxi's tourism industry, improve the competitiveness of the tourism industry, optimize the industrial structure, and transform the growth momentum.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122017514","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}
{"title":"Improved White Matter Tract Segmentation for Unannotated Dataset","authors":"Yijia Zeng, Wan Liu, Zhiwen Liu, Chuyang Ye","doi":"10.1145/3569966.3570076","DOIUrl":"https://doi.org/10.1145/3569966.3570076","url":null,"abstract":"White matter (WM) tract segmentation is beneficial to brain research, which provides a valuable tool for analyzing brain development and disease. The introduction of convolutional neural networks (CNNs) has greatly improved the accuracy of WM tract segmentation. However, the training of CNNs usually requires extensive manual annotations of WM tracts, which are often difficult to obtain in practical applications. Therefore, in this study, we explore two methods to realize CNN-based WM tract segmentation when there are no manual annotations of WM tracts for the target dataset and improve the segmentation accuracy. The first method generates registration-based pseudo labels for the target dataset to train the WM tract segmentation network. Specifically, we register images of the publicly available annotated dataset to images of the unlabeled target dataset and improve the binarization strategy by taking advantage of the characteristics of registration and WM tracts to generate the soft labels of WM tracts for target dataset. Moreover, we propose the other method to construct loss weighted matrix for network training using the registration information, which reduces the impact of registration error and further improves the segmentation performance. We evaluated the proposed methods with two dMRI datasets. The results show that the proposed methods are effective in improving the segmentation performance of WM tracts when the manual annotations are unavailable.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114878130","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}
{"title":"System of Research Suppliers on Big Data Technology: Design and Research on Management System of Scientific Research Suppliers in Colleges and Universities Based on Big Data Technology","authors":"Zhanbin Wang, Guangzhu Dong, Xi Ba","doi":"10.1145/3569966.3571271","DOIUrl":"https://doi.org/10.1145/3569966.3571271","url":null,"abstract":"Multiplex types of disciplines and complex stages are the characteristics of management of scientific research suppliers in Colleges and Universities. Therefore, the enterprise supplier management ideas can not be copied completely by it. All processes of scientific research supplier management in Colleges and Universities are mentioned in the article. It focuses on analysis of Characteristics and difficulties of scientific research supplier management in Colleges and Universities, and studies the application advantages of big data technology in the management and maintenance of University suppliers. Based on the research above, a software platform design of university scientific research supplier management system is proposed by applying big data technology in this article. This design not only establishes supplier database, but introduces big data technology to process Internet information in a direction to assist in updating the directory. Moreover, the management process of university scientific research suppliers is standardized, and the reliability of supplier list update is improved in the article. University scientific research, Supplier management , Supplier database construction","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126452112","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}
{"title":"A Lightweight Foreign Object Debris Detection Algorithm for Airport Runway","authors":"Jialing Liu, Yifeng Lu","doi":"10.1145/3569966.3570089","DOIUrl":"https://doi.org/10.1145/3569966.3570089","url":null,"abstract":"Aiming at the problem that small target detection for foreign object debris(FOD) on airport runways, the deep learning target detection algorithm is difficult to deploy on mobile devices due to the large size of the model and too many parameters. A lightweight FOD detection algorithm YOLO-ACIR is proposed based on YOLOX detection model. The spatial pyramid structure is improved, and the spatial pyramid structure with atrous convolution is utilized to reduce the loss of local information and edge information while expanding the receptive field. Secondly, the inverted residual structure and depth-separable convolution are introduced to improve the feature extraction module to provide richer features and reduce the loss of image information. Faster model inference by fusing convolutional and BN layers. Finally, FOD-A data set is used to verify the algorithm. Experimental results show that, in comparison with YOLOX-Nano with A few parameters added, the improved YOLO-ACIR, mAP@0.5:0.95, increases by 3.5 percentage points, and the final inference speed increases by 35.34 percentage points after the convolution layer and BN layer are fused. The comprehensive performance is better than original model, which is a more suitable target detection algorithm for mobile devices.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127696869","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}
Jinlong Liu, Junjian Chen, Dehong Liu, Liang Hu, Jun Li, Gang Chen, Jun Li, Ke Tang
{"title":"Research on High Performance Domestic Chip Architecture Based on Digital Grid Edge Computing","authors":"Jinlong Liu, Junjian Chen, Dehong Liu, Liang Hu, Jun Li, Gang Chen, Jun Li, Ke Tang","doi":"10.1145/3569966.3571191","DOIUrl":"https://doi.org/10.1145/3569966.3571191","url":null,"abstract":"The edge side of digital power grid needs to meet fast and real-time data processing, while the existing domestic chips have problems of insufficient processing capacity and high design complexity, so it is urgent to study the domestic chip architecture for the direction of digital power grid edge computing. In this paper, the business scenarios on the edge of digital power grid are analyzed in depth, and the rational layout of heterogeneous computing hardware resources such as CPU, NPU and ASIP is realized by means of hardware and software division according to different requirements. Secondly, based on domestic independent CPU core, a heterogeneous hybrid multi-core architecture that meets real-time and high performance requirements is proposed. Finally, hardware virtual prototype is constructed by multi-abstraction level software and hardware system modeling, and quantitative analysis is carried out through real-time formal modeling. This paper provides theoretical and technical support for the development of domestic special edge computing chip for electric power.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"429 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122923902","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}
{"title":"Metro Passenger Flow Prediction Based on Optimized BP Neural Network Algorithm","authors":"Fei Xu, Song Gao","doi":"10.1145/3569966.3569995","DOIUrl":"https://doi.org/10.1145/3569966.3569995","url":null,"abstract":"In recent years, the metro passenger flow in big cities has been increasing, and some lines are often crowded and delayed, which brings great pressure to the metro operation and management department. Therefore, it is urgent to build a scientific and effective mathematical model, which can help the metro operation and management department to formulate a reasonable train scheduling plan. This paper provides a new algorithm called APSO. APSO is used to optimize the BP neural network, namely APSO-BP algorithm. Experiments show that APSO-BP has high accuracy for metro passenger flow prediction.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"443 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123383803","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}
{"title":"Cyber-attacks on SWIFT Systems of financial institutions","authors":"Minchuan Qin, G. Mogos","doi":"10.1145/3569966.3570116","DOIUrl":"https://doi.org/10.1145/3569966.3570116","url":null,"abstract":"From daily online payments to large financing transactions, online financial services make business behaviour convenient and fast. At the same time, attackers can use many means to damage this system. The Society for Worldwide Interbank Financial Telecommunications (SWIFT) system sets up a series of message standards to regulate the communication message format between all users, which greatly improves the business efficiency. Hackers with financial knowledge can get more familiar with SWIFT messages and make the traditional cyber-attacks more targeted or develop more threatening trojan viruses. This paper focuses on studying the cyber-attacks on SWIFT systems. The paper presents three different attacks and discuss how each attack can damage SWIFT users and profit the hackers.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122087522","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}
{"title":"Design of Software Development Management Method For Swarm Intelligence Collaboration","authors":"Yang Xie, Liyuan Zheng, Dongcheng Zhang, Qian Hu","doi":"10.1145/3569966.3571170","DOIUrl":"https://doi.org/10.1145/3569966.3571170","url":null,"abstract":"The process of enterprise digital transformation needs the support of large-scale and complex software system. Using swarm intelligence can realize the efficient construction of software system. However, the quality of swarm intelligence cooperation organization directly affects the efficiency and quality of software system development. Swarm intelligence oriented efficient, coordinated, sustainable and healthy evolution demand in this paper, intelligent management method based on the method of digital research groups, put forward a kind of adaptive software development method of the quality system and support the team more parallel development mode of development, the effectiveness evaluation method and evaluation indicators of swarm intelligence, and developing digital software collaborative development platform. Effectively organize efficient collaboration of large-scale swarm intelligence, deliver high-quality software products, build a growth-oriented swarm intelligence software ecosystem, and help enterprises realize digital transformation quickly.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126192479","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}
{"title":"Research on the Application of RFID Technology in Medical Smart Manufacturing","authors":"Zhiwen Xiong, Qiukun Li, Ziling Feng, Sini Tan","doi":"10.1145/3569966.3569980","DOIUrl":"https://doi.org/10.1145/3569966.3569980","url":null,"abstract":"Nowadays, China's information technology is constantly developing and healthcare smart manufacturing is being rapidly promoted in China. This paper focuses on the development and application of RFID systems and briefly describes the basic theory of RFID. At the same time, this paper presents a systematic study of the current situation of RFID technology in healthcare smart manufacturing and proposes an architecture for RFID TECHNOLOGY in healthcare smart manufacturing. Based on this, this paper presents the future directions and implementation methods of RFID TECHNOLOGY in healthcare smart manufacturing in terms of basic development aspects, development limitations and future development. This is the concept, the solution and the selection of relevant technologies and research methods to realise the interactive sharing of medical information.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129478327","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}
{"title":"Different Paths to Servitization Success: Evidence from Listed Manufacturing Firms in China","authors":"Junheng Zhan, Ziyan Zhang, Shunhu Zhang","doi":"10.1145/3569966.3571174","DOIUrl":"https://doi.org/10.1145/3569966.3571174","url":null,"abstract":"The causality of servitization success remains debatable, this study's primary objective is to explore whether, how, and when the dynamic capabilities affect servitization under digital economy background. This study also incorporated institutional theory, firm lifecycle theory, and environmental uncertainty as the contingency factors in the research framework. The fuzzy set qualitative comparative analysis (fsQCA) is applied based on the data from 148 China-listed manufacturing firms that involved servitization from 2015 to 2020. The configurational solutions drawn by fsQCA indicate each factor could be an enabler for servitization success, despite none of one factor as the necessary condition.","PeriodicalId":145580,"journal":{"name":"Proceedings of the 5th International Conference on Computer Science and Software Engineering","volume":"342 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122752249","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}