In recent years, as the construction of "smart cities" continues to deepen, in response to the increasingly severe aging situation and the problems of smart elderly care services, we must continue to promote the construction of smart elderly care service systems, give full play to the role of information technology in improving quality and efficiency, and further optimize the allocation of social resources related to wisdom, and continuously improve the efficiency, quality and level of smart elderly care services, so that the elderly can "live happily, live healthily, and age gracefully". Therefore, this article starts from the analysis of the needs of elderly care services, embeds the intelligent elderly care supported by informatization and intelligence into the elderly care service system, and proposes the development ideas of the "smart elderly care service system” in terms of concept, function, technology, and conditions, so as to provide reference for the development of urban elderly care service industry in the future.
{"title":"Application of Intelligent Pension System Based on Information Technology Analysis","authors":"Ling Li","doi":"10.1145/3510858.3510994","DOIUrl":"https://doi.org/10.1145/3510858.3510994","url":null,"abstract":"In recent years, as the construction of \"smart cities\" continues to deepen, in response to the increasingly severe aging situation and the problems of smart elderly care services, we must continue to promote the construction of smart elderly care service systems, give full play to the role of information technology in improving quality and efficiency, and further optimize the allocation of social resources related to wisdom, and continuously improve the efficiency, quality and level of smart elderly care services, so that the elderly can \"live happily, live healthily, and age gracefully\". Therefore, this article starts from the analysis of the needs of elderly care services, embeds the intelligent elderly care supported by informatization and intelligence into the elderly care service system, and proposes the development ideas of the \"smart elderly care service system” in terms of concept, function, technology, and conditions, so as to provide reference for the development of urban elderly care service industry in the future.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91093819","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}
The core of prefabricated buildings is building industrialization, which needs to be combinedwith a complete industrial chain. The BIM technology, which is emerging and developing vigorously in recent years, has built a practical technical platform for the industrial chain of building industrialization. Smart home is the embodiment of IOT under the influence of Internet, and smart home has become an increasingly active consumption hotspot. Smart home is an important part of the layout in the intelligent era.
{"title":"Intelligent assembly farm house design based on BIM and sensor technology","authors":"Zheng Wu, Qi Zhang, Zhigang Wang","doi":"10.1145/3510858.3511427","DOIUrl":"https://doi.org/10.1145/3510858.3511427","url":null,"abstract":"The core of prefabricated buildings is building industrialization, which needs to be combinedwith a complete industrial chain. The BIM technology, which is emerging and developing vigorously in recent years, has built a practical technical platform for the industrial chain of building industrialization. Smart home is the embodiment of IOT under the influence of Internet, and smart home has become an increasingly active consumption hotspot. Smart home is an important part of the layout in the intelligent era.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91148391","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}
Adolescents are in an important period of growth and development, and this stage has a very critical role in improving their comprehensive ability. The cultivation of young people's comprehensive ability is the most important, practical value and significance issue in our country's education work. Due to the uneven development level of youth education in our country, the comprehensive ability of youth is low. Therefore, if you want to improve your comprehensive ability in real life, you must first improve your own quality. Therefore, the research in this paper is to improve the comprehensive ability of young people from the swarm intelligence algorithm. This article mainly uses investigation method, interview method and data analysis method to recognize and understand the related content of comprehensive ability training, and analyze and systematically design the existing problems of youth comprehensive ability training. The survey results show that 48% of teachers and students pay more attention to thinking skills and social skills in comprehensive abilities. Therefore, the practical activities to improve the comprehensive ability of young people can proceed from these two aspects.
{"title":"The Improvement of Youth's Comprehensive Ability Based on Swarm Intelligence Algorithm","authors":"Xi Wang, Jiajia Song","doi":"10.1145/3510858.3510864","DOIUrl":"https://doi.org/10.1145/3510858.3510864","url":null,"abstract":"Adolescents are in an important period of growth and development, and this stage has a very critical role in improving their comprehensive ability. The cultivation of young people's comprehensive ability is the most important, practical value and significance issue in our country's education work. Due to the uneven development level of youth education in our country, the comprehensive ability of youth is low. Therefore, if you want to improve your comprehensive ability in real life, you must first improve your own quality. Therefore, the research in this paper is to improve the comprehensive ability of young people from the swarm intelligence algorithm. This article mainly uses investigation method, interview method and data analysis method to recognize and understand the related content of comprehensive ability training, and analyze and systematically design the existing problems of youth comprehensive ability training. The survey results show that 48% of teachers and students pay more attention to thinking skills and social skills in comprehensive abilities. Therefore, the practical activities to improve the comprehensive ability of young people can proceed from these two aspects.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90468399","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}
With the increasing piracy and infringement of digital audio media, the copyright protection of digital audio media has attracted more and more attention. Digital watermarking is an important means to solve the problem of audio media copyright protection. The digital watermarking applied to copyright protection requires high robustness. How to improve the anti attack ability of audio digital watermarking methods, especially the robustness of audio watermarking, has become an urgent problem to be solved. A wavelet domain self synchronization digital audio watermarking algorithm based on channel information is proposed. This algorithm is a blind detection algorithm, which does not need the original audio signal. The algorithm introduces the idea of coefficient mean quantization. After the audio signal is decomposed by wavelet, the low-frequency coefficients are mean quantized and watermarked. The idea of embedding synchronization signal is introduced, and the embedding position of watermark is located by using synchronization signal to resist attacks such as translation and cropping. Experimental results show that the algorithm has strong robustness and anti-attack.
{"title":"Wavelet domain self synchronization digital audio watermarking algorithm based on channel information","authors":"Jing Shan","doi":"10.1145/3510858.3511342","DOIUrl":"https://doi.org/10.1145/3510858.3511342","url":null,"abstract":"With the increasing piracy and infringement of digital audio media, the copyright protection of digital audio media has attracted more and more attention. Digital watermarking is an important means to solve the problem of audio media copyright protection. The digital watermarking applied to copyright protection requires high robustness. How to improve the anti attack ability of audio digital watermarking methods, especially the robustness of audio watermarking, has become an urgent problem to be solved. A wavelet domain self synchronization digital audio watermarking algorithm based on channel information is proposed. This algorithm is a blind detection algorithm, which does not need the original audio signal. The algorithm introduces the idea of coefficient mean quantization. After the audio signal is decomposed by wavelet, the low-frequency coefficients are mean quantized and watermarked. The idea of embedding synchronization signal is introduced, and the embedding position of watermark is located by using synchronization signal to resist attacks such as translation and cropping. Experimental results show that the algorithm has strong robustness and anti-attack.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"58 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81631624","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}
In the era of high-speed information interaction, data sources tend to be networked and digitized, data structures become complex and diverse, and the correlation between data is particularly hidden and difficult to detect. Facing the complex massive food data information, the traditional information research and judgment technology can not meet its needs. Therefore, this paper analyzes the domain category of machine learning, the structure of machine learning and the association rules of machine learning, discusses the strategy of cooking process navigation system and the design strategy of automatic cooking system, and constructs a food cooking expert system. The results show that when the scale of convolution kernel is 1-2-3, the convolution neural network is the best in the multi label classification of formula components.
{"title":"Using Machine Learning to Design the Management System of Hygienic Problems in the Process of Food Cooking","authors":"Pengyu Wang","doi":"10.1145/3510858.3510942","DOIUrl":"https://doi.org/10.1145/3510858.3510942","url":null,"abstract":"In the era of high-speed information interaction, data sources tend to be networked and digitized, data structures become complex and diverse, and the correlation between data is particularly hidden and difficult to detect. Facing the complex massive food data information, the traditional information research and judgment technology can not meet its needs. Therefore, this paper analyzes the domain category of machine learning, the structure of machine learning and the association rules of machine learning, discusses the strategy of cooking process navigation system and the design strategy of automatic cooking system, and constructs a food cooking expert system. The results show that when the scale of convolution kernel is 1-2-3, the convolution neural network is the best in the multi label classification of formula components.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81560884","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}
Fintech is an emerging field that has developed in recent years and plays a pivotal role in economic and social development. The update of financial products and services has accelerated. At the same time, financial institutions are facing increasingly fierce and complex risk factors. This paper uses machine learning algorithms to study the risk prediction and management of Jinrui Technology Platform. The purpose is to reduce the loss of funds through the management of financial risks. This article mainly applied data analysis method, survey method and data method to carry out relevant research on machine learning algorithm and financial technology risk management. The survey results show that 20% of people think that risk management is very important, and 25% think that risk prediction is very important. In summary, risk management needs to pay attention to risk estimation, so applying machine learning to predict risk data is a correct choice.
{"title":"Risk Governance of Fintech Platform Based on Machine Learning Algorithm","authors":"B. Liu, N. Liu","doi":"10.1145/3510858.3510877","DOIUrl":"https://doi.org/10.1145/3510858.3510877","url":null,"abstract":"Fintech is an emerging field that has developed in recent years and plays a pivotal role in economic and social development. The update of financial products and services has accelerated. At the same time, financial institutions are facing increasingly fierce and complex risk factors. This paper uses machine learning algorithms to study the risk prediction and management of Jinrui Technology Platform. The purpose is to reduce the loss of funds through the management of financial risks. This article mainly applied data analysis method, survey method and data method to carry out relevant research on machine learning algorithm and financial technology risk management. The survey results show that 20% of people think that risk management is very important, and 25% think that risk prediction is very important. In summary, risk management needs to pay attention to risk estimation, so applying machine learning to predict risk data is a correct choice.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"21 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86423724","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}
In today's era of big data, the application of big data has quietly changed the strategic layout of traditional business, and gradually integrated business intelligence and management ideas, improving the management level for all sides of the society. This paper mainly studies the construction of financial information management system based on big data analysis technology. This paper first analyzes the combined application of big data technology and financial information management, and uses big data technology and information technology to build a financial budget management system. Through the construction and use of the financial budget management system, it analyzes the role of big data and information technology in financial information management. Finally, the conclusion is drawn that the financial information system based on big data management is the future direction of the reform to adapt to the financial management mode of enterprises and governments. It is an important way to improve the quality and efficiency of financial information delivery, and it is also a means to improve the comprehensive security management level of enterprises.
{"title":"Construction of Financial Information Management System Based on Big Data Analysis Technology","authors":"Jiang Guo","doi":"10.1145/3510858.3510932","DOIUrl":"https://doi.org/10.1145/3510858.3510932","url":null,"abstract":"In today's era of big data, the application of big data has quietly changed the strategic layout of traditional business, and gradually integrated business intelligence and management ideas, improving the management level for all sides of the society. This paper mainly studies the construction of financial information management system based on big data analysis technology. This paper first analyzes the combined application of big data technology and financial information management, and uses big data technology and information technology to build a financial budget management system. Through the construction and use of the financial budget management system, it analyzes the role of big data and information technology in financial information management. Finally, the conclusion is drawn that the financial information system based on big data management is the future direction of the reform to adapt to the financial management mode of enterprises and governments. It is an important way to improve the quality and efficiency of financial information delivery, and it is also a means to improve the comprehensive security management level of enterprises.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76536218","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}
The graduation practice of higher vocational colleges is an important practice link in the process of students' study, and also is the basic requirement of study. The relationship among the school where the students are, the graduate student and the graduate practice unit is mutually beneficial. However, the existing practice mode and practice form is a thick-line practice mode. This practice mode does not form a closed loop, and each link is not optimized to the maximum, to set up a scientific and reasonable internship management system, it is necessary to integrate all kinds of guarantee resource platforms, plan internship links reasonably, exert the subjective initiative of human resources, and mobilize all factors affecting the quality of internship to serve the internship work. First of all, it will create a favorable atmosphere and environment for students to practice, and second, it will give full play to the advantages of human resources on the basis of the role of material resources and environmental resources, make the closed-loop practice measures and ensure the strict requirements of each link of practice, finally let students play the subjective initiative to practice, learn to improve themselves, so as to achieve the goal of practice.
{"title":"Design of graduation practice management system in higher vocational colleges","authors":"Guobao Ding, Guiyou Lu","doi":"10.1145/3510858.3510866","DOIUrl":"https://doi.org/10.1145/3510858.3510866","url":null,"abstract":"The graduation practice of higher vocational colleges is an important practice link in the process of students' study, and also is the basic requirement of study. The relationship among the school where the students are, the graduate student and the graduate practice unit is mutually beneficial. However, the existing practice mode and practice form is a thick-line practice mode. This practice mode does not form a closed loop, and each link is not optimized to the maximum, to set up a scientific and reasonable internship management system, it is necessary to integrate all kinds of guarantee resource platforms, plan internship links reasonably, exert the subjective initiative of human resources, and mobilize all factors affecting the quality of internship to serve the internship work. First of all, it will create a favorable atmosphere and environment for students to practice, and second, it will give full play to the advantages of human resources on the basis of the role of material resources and environmental resources, make the closed-loop practice measures and ensure the strict requirements of each link of practice, finally let students play the subjective initiative to practice, learn to improve themselves, so as to achieve the goal of practice.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72664869","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}
With the rapid development of artificial intelligence, automatic control technology, computer technology and communication technology, various traffic models and comprehensive analysis methods are emerging one after another, and new theories and research results are constantly appearing, which have shown great power and development potential in practical engineering applications. In this paper, based on artificial intelligence, the accident-prone points are analyzed by using spatial clustering method and cumulative frequency curve method of DBSCAN (density-based spatial clustering of applications with noise), and the accident-prone points (or sections) in this road are found. Then, using the theory of neural network technology, the real-time decentralized and coordinated intelligent control strategy of urban traffic network is studied. Finally, the paper applies the model based on traffic conflict technology to the representative urban road signalized intersection, and evaluates its safety level, so as to improve the road service level of the intersection.
{"title":"Research on technical model and method of urban road traffic accident and traffic conflict based on artificial intelligence","authors":"Yun-fei Yuan, Aijiao Yi, Yongdong Wang, Xinfa Chen","doi":"10.1145/3510858.3511416","DOIUrl":"https://doi.org/10.1145/3510858.3511416","url":null,"abstract":"With the rapid development of artificial intelligence, automatic control technology, computer technology and communication technology, various traffic models and comprehensive analysis methods are emerging one after another, and new theories and research results are constantly appearing, which have shown great power and development potential in practical engineering applications. In this paper, based on artificial intelligence, the accident-prone points are analyzed by using spatial clustering method and cumulative frequency curve method of DBSCAN (density-based spatial clustering of applications with noise), and the accident-prone points (or sections) in this road are found. Then, using the theory of neural network technology, the real-time decentralized and coordinated intelligent control strategy of urban traffic network is studied. Finally, the paper applies the model based on traffic conflict technology to the representative urban road signalized intersection, and evaluates its safety level, so as to improve the road service level of the intersection.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80158714","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}
The advent of the information age, grid service platform is an important basic unit for the government to conduct social governance, the introduction of information processing technology is an inevitable choice in keeping with the times. This article first explains the value of information processing technology in the grid service platform, Secondly, it analyzes two major problems in the application of current information processing technology in the administrative management grid service platform, Finally, two countermeasures are proposed to solve the problem to optimize the information processing technology in the administrative management grid service platform.
{"title":"Administrative Management Grid Service Platform Based on Information Processing Technology Study","authors":"Zijia Yang, Shunyu Wang","doi":"10.1145/3510858.3510872","DOIUrl":"https://doi.org/10.1145/3510858.3510872","url":null,"abstract":"The advent of the information age, grid service platform is an important basic unit for the government to conduct social governance, the introduction of information processing technology is an inevitable choice in keeping with the times. This article first explains the value of information processing technology in the grid service platform, Secondly, it analyzes two major problems in the application of current information processing technology in the administrative management grid service platform, Finally, two countermeasures are proposed to solve the problem to optimize the information processing technology in the administrative management grid service platform.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"282 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80186440","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}
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