Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00019
C. Li, Yuanfei Fang, Liangjie Yu, Chaozhe Han
In autonomous driving under a vehicle-road cooperation system, a large amount of data needs to be transmitted between connected vehicles and MEC servers in a short time during lane change, which deserves high throughput and low delay of 5G communication. 5G millimeter-wave(mmWave) is an emerging communication technology with high data throughput. This paper aims to study whether 5G mmWave communication can meet the needs of advanced driving user stories. By testing the total data throughput and end-to-end delay of the vehicles, it is found that 5G mmWave communication can generally support the user story of advanced driving and provide the necessary signal coverage.
{"title":"A 5G MmWave Communication Framework in Vehicle-road Cooperative System","authors":"C. Li, Yuanfei Fang, Liangjie Yu, Chaozhe Han","doi":"10.1109/ICNISC57059.2022.00019","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00019","url":null,"abstract":"In autonomous driving under a vehicle-road cooperation system, a large amount of data needs to be transmitted between connected vehicles and MEC servers in a short time during lane change, which deserves high throughput and low delay of 5G communication. 5G millimeter-wave(mmWave) is an emerging communication technology with high data throughput. This paper aims to study whether 5G mmWave communication can meet the needs of advanced driving user stories. By testing the total data throughput and end-to-end delay of the vehicles, it is found that 5G mmWave communication can generally support the user story of advanced driving and provide the necessary signal coverage.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121394344","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00084
Xiaofeng Zhang, Ying Zhang, Jia Yu
In the era of big data, data is becoming an important strategic resource. The ability of data analysis and application has become the basic skills that college students should have in their study and life. It is a new task for colleges and universities to educate students' data literacy and deliver data talents to the society. For college students, discussing the necessity and main content of data education, and the basic education strategies of data literacy are put forward in a targeted manner.
{"title":"Data Literacy Education in Colleges and Universities of the Big Data Era","authors":"Xiaofeng Zhang, Ying Zhang, Jia Yu","doi":"10.1109/ICNISC57059.2022.00084","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00084","url":null,"abstract":"In the era of big data, data is becoming an important strategic resource. The ability of data analysis and application has become the basic skills that college students should have in their study and life. It is a new task for colleges and universities to educate students' data literacy and deliver data talents to the society. For college students, discussing the necessity and main content of data education, and the basic education strategies of data literacy are put forward in a targeted manner.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114939287","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00015
Xiaoli Zhang
Application-oriented undergraduate colleges and universities shoulder the significant responsibility of training comprehensive applied high-quality talents in the field of network marketing for China. Under the background of “Internet +” era, the social demand for network marketing practical talents is increasing day by day, which puts forward higher requirements for the training of network marketing talents in application-oriented undergraduate colleges and universities. Accordingly, this paper constructs the wisdom classroom path of application-oriented undergraduate university network marketing to promote the deep integration of information technology and applied education, which comprehensively improves the education and teaching quality of application-oriented undergraduate.
{"title":"Research on the Construction Path of Network Marketing Wisdom Classroom in Application-Oriented Undergraduate under the Background of “Internet +”","authors":"Xiaoli Zhang","doi":"10.1109/ICNISC57059.2022.00015","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00015","url":null,"abstract":"Application-oriented undergraduate colleges and universities shoulder the significant responsibility of training comprehensive applied high-quality talents in the field of network marketing for China. Under the background of “Internet +” era, the social demand for network marketing practical talents is increasing day by day, which puts forward higher requirements for the training of network marketing talents in application-oriented undergraduate colleges and universities. Accordingly, this paper constructs the wisdom classroom path of application-oriented undergraduate university network marketing to promote the deep integration of information technology and applied education, which comprehensively improves the education and teaching quality of application-oriented undergraduate.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115121967","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00101
Yaming Ren
Economic dispatching problem is a classic problem in power systems. However, traditional economic dispatching problem does not consider the valve point effect. Therefore, a more accurate economic scheduling model with the valve point effect is considered in this paper. At the same time, the introduction of the valve point effect makes the objective function add a non-differentiable term, fruit fly optimization algorithm is employed to solve the newly introduced problem. Traditional fruit fly optimization algorithm does not consider the feasible interval of variables. Therefore, an improved algorithm is proposed in this paper. The simulation results show that the improved algorithm can effectively solve the power system economic dispatch problem considering the valve point effect.
{"title":"Economic Dispatch Problem of Power System Considering Valve Point Effect based on Fruit Fly Optimization Algorithm","authors":"Yaming Ren","doi":"10.1109/ICNISC57059.2022.00101","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00101","url":null,"abstract":"Economic dispatching problem is a classic problem in power systems. However, traditional economic dispatching problem does not consider the valve point effect. Therefore, a more accurate economic scheduling model with the valve point effect is considered in this paper. At the same time, the introduction of the valve point effect makes the objective function add a non-differentiable term, fruit fly optimization algorithm is employed to solve the newly introduced problem. Traditional fruit fly optimization algorithm does not consider the feasible interval of variables. Therefore, an improved algorithm is proposed in this paper. The simulation results show that the improved algorithm can effectively solve the power system economic dispatch problem considering the valve point effect.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116508728","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00189
Xiaohong Xu
This paper studies the approaches of reading promotion, the establishment of service platforms, the management and information literacy improvement of readers in university intelligent libraries, and besides, delves into the creative modes of reading promotion to effectively stimulate reading and meet the diverse and personalized reading needs of different groups.
{"title":"Discussion on the Strategies of Reading Promotion in University Intelligent Libraries: With Jianghan University Library as an example","authors":"Xiaohong Xu","doi":"10.1109/ICNISC57059.2022.00189","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00189","url":null,"abstract":"This paper studies the approaches of reading promotion, the establishment of service platforms, the management and information literacy improvement of readers in university intelligent libraries, and besides, delves into the creative modes of reading promotion to effectively stimulate reading and meet the diverse and personalized reading needs of different groups.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115678906","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00190
Tianpeng Gao, T. Yu, Jialing Yan
In the digital age, data has a great impact on politics, economy and society. It's the government's response to the changes in the information age that promote the opening of government data and build an open platform for government data. The paper constructs a set of evaluation index system of open government data. Based on BSC model, it takes the strategic target of government data open platform as the core and starts from four dimensions of output, users, carrier and operation guarantee. It is helpful for the performance evaluation of local government data open platform in China and provides practical guidance for the development of government data open platform.
{"title":"Research on Performance Evaluation of Government Data Open Platform","authors":"Tianpeng Gao, T. Yu, Jialing Yan","doi":"10.1109/ICNISC57059.2022.00190","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00190","url":null,"abstract":"In the digital age, data has a great impact on politics, economy and society. It's the government's response to the changes in the information age that promote the opening of government data and build an open platform for government data. The paper constructs a set of evaluation index system of open government data. Based on BSC model, it takes the strategic target of government data open platform as the core and starts from four dimensions of output, users, carrier and operation guarantee. It is helpful for the performance evaluation of local government data open platform in China and provides practical guidance for the development of government data open platform.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121825680","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00108
Duo Peng, Tengfei Zhang
Aiming at the problem of low positioning accuracy when the unknown node obtains the average hop distance from the nearest anchor node in the 3D DV-Hop localization algorithm, an improved 3D DV-Hop localization algorithm 3DWB-DVHop is proposed. The improved algorithm first removes the nodes that cannot communicate and cannot be located in the network topology; then adds a correction factor to correct the average hop distance; then creates an initial butterfly population for optimization, constructs an objective function, and uses adaptive weights to balance global search and optimization. The ability of local search makes it difficult for the algorithm to fall into the local optimum and accelerates the convergence accuracy of the algorithm. Finally, the improved WBOA optimization algorithm is used to obtain the global optimum average hop distance. The simulation results show that the algorithm can effectively improve the positioning accuracy of the algorithm without adding additional hardware facilities.
{"title":"3DWB-DVHop Node Positioning Algorithm Based on Improved BOA","authors":"Duo Peng, Tengfei Zhang","doi":"10.1109/ICNISC57059.2022.00108","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00108","url":null,"abstract":"Aiming at the problem of low positioning accuracy when the unknown node obtains the average hop distance from the nearest anchor node in the 3D DV-Hop localization algorithm, an improved 3D DV-Hop localization algorithm 3DWB-DVHop is proposed. The improved algorithm first removes the nodes that cannot communicate and cannot be located in the network topology; then adds a correction factor to correct the average hop distance; then creates an initial butterfly population for optimization, constructs an objective function, and uses adaptive weights to balance global search and optimization. The ability of local search makes it difficult for the algorithm to fall into the local optimum and accelerates the convergence accuracy of the algorithm. Finally, the improved WBOA optimization algorithm is used to obtain the global optimum average hop distance. The simulation results show that the algorithm can effectively improve the positioning accuracy of the algorithm without adding additional hardware facilities.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124179432","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00172
Ke Wang
In “Opinions on Promoting the High-quality Development of Modern Vocational Education”, college-enterprise cooperation is especially proposed as an important means of vocational education development. There are some problems in the college-enterprise cooperation of modern logistics management major in higher vocational colleges, such as the inability of enterprises and colleges to share resources effectively, the mismatch between enterprise post demand and college personnel training, and the inconsistency between teaching objectives and industry development. In view of the above problems, this paper proposes the construction of digital intelligence college-enterprise cooperation personnel training sharing information platform, digital intelligence college-enterprise cooperation personnel assessment sharing system and teacher sharing teaching system based on digital intelligence college-enterprise cooperation personnel training information platform.
{"title":"Research on the Construction of Digital Intelligence College-Enterprise Cooperation Sharing System of Modern Logistics Management Specialty in Higher Vocational Colleges","authors":"Ke Wang","doi":"10.1109/ICNISC57059.2022.00172","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00172","url":null,"abstract":"In “Opinions on Promoting the High-quality Development of Modern Vocational Education”, college-enterprise cooperation is especially proposed as an important means of vocational education development. There are some problems in the college-enterprise cooperation of modern logistics management major in higher vocational colleges, such as the inability of enterprises and colleges to share resources effectively, the mismatch between enterprise post demand and college personnel training, and the inconsistency between teaching objectives and industry development. In view of the above problems, this paper proposes the construction of digital intelligence college-enterprise cooperation personnel training sharing information platform, digital intelligence college-enterprise cooperation personnel assessment sharing system and teacher sharing teaching system based on digital intelligence college-enterprise cooperation personnel training information platform.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130262034","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00105
Liang Zhang, Zhi-hui Zhou, Y. Xu, Xun Guan, Yan Zhang
Based on the need and standard of oil fume emission in the central kitchen, we built a central kitchen oil fume emission monitoring system. The system includes some sensors which communicate with the host computer. The variation law of purification rate is explored by changing the humidity and the amount of oil fume through experiments. It provides experiences for building an automated fume platform afterwards.
{"title":"Design and Test of Oil Fume Monitoring System for Central Kitchen","authors":"Liang Zhang, Zhi-hui Zhou, Y. Xu, Xun Guan, Yan Zhang","doi":"10.1109/ICNISC57059.2022.00105","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00105","url":null,"abstract":"Based on the need and standard of oil fume emission in the central kitchen, we built a central kitchen oil fume emission monitoring system. The system includes some sensors which communicate with the host computer. The variation law of purification rate is explored by changing the humidity and the amount of oil fume through experiments. It provides experiences for building an automated fume platform afterwards.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130186848","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00087
Weifang Zhong, T. Zhu
The An-Shi Rebellion is an important stage in both history and literature. Though the study of its impact on Du Fu's works has reached a consensus, there is little study on its impact on his psychology, let alone in-depth and comprehensive results. In this paper, we make a systematic and in-depth exploration of the changes of Du Fu's psychological characteristics before and after the An-Shi Rebellion by analyzing his prose with the big data approaches. The results show that Du Fu's psychology changed significantly before and after the An-Shi Rebellion. He became disappointed with society, devoted more of his affection to the people, and strengthened his desire to save the country and the people. Moreover, the change did not happen overnight, but over a long time period. This work provides a new case for the application of big data technology in psychology research. The findings could help people to understand Du Fu more scientifically and deeply, and to better promote cultural heritage.
{"title":"A Study of Du Fu's Psychological Changes Around the An-Shi Rebellion Based on Big Data","authors":"Weifang Zhong, T. Zhu","doi":"10.1109/ICNISC57059.2022.00087","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00087","url":null,"abstract":"The An-Shi Rebellion is an important stage in both history and literature. Though the study of its impact on Du Fu's works has reached a consensus, there is little study on its impact on his psychology, let alone in-depth and comprehensive results. In this paper, we make a systematic and in-depth exploration of the changes of Du Fu's psychological characteristics before and after the An-Shi Rebellion by analyzing his prose with the big data approaches. The results show that Du Fu's psychology changed significantly before and after the An-Shi Rebellion. He became disappointed with society, devoted more of his affection to the people, and strengthened his desire to save the country and the people. Moreover, the change did not happen overnight, but over a long time period. This work provides a new case for the application of big data technology in psychology research. The findings could help people to understand Du Fu more scientifically and deeply, and to better promote cultural heritage.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"207 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128742897","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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