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2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)最新文献

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Construction of Business English Writing Corpus Based on Data Management System 基于数据管理系统的商务英语写作语料库构建
Dongmei Xu
A corpus is an electronic collection of texts representing a variant or text category of a language, according to certain sampling criteria. A parallel corpus is made up of the original text and its parallel counterpart in translation, and is most closely related to translation teaching and practice, providing a wealth of teaching material and a convenient means of translation. Business English writing is increasingly important as a language skill and a communicative skill. In order to give full play to the role of information technology, this paper constructs a parallel corpus of business English writing and proposes strategies to improve business English writing skills. The corpus is built on the SSH2 architecture, using IntelliJ IDEA Ultimate integrated development tool, Oracle as the database management system, Python and Java for programming, and Apache Tomcat as the web server, reflecting the advancement of the art technology.
语料库是根据一定的抽样标准,代表一种语言的变体或文本类别的文本的电子集合。平行语料库是由翻译中的原文和平行文本组成的语料库,与翻译教学和实践的关系最为密切,为翻译提供了丰富的教材和便利的翻译手段。商务英语写作作为一种语言技能和交际技能越来越重要。为了充分发挥信息技术的作用,本文构建了一个商务英语写作平行语料库,并提出了提高商务英语写作技能的策略。语料库基于SSH2架构,采用IntelliJ IDEA Ultimate集成开发工具,数据库管理系统采用Oracle,编程采用Python和Java, web服务器采用Apache Tomcat,体现了艺术技术的先进性。
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引用次数: 0
Development of Virtual Image Cultural Creativity based on Multilingual Human-computer Interaction 基于多语言人机交互的虚拟影像文化创意开发
Bo Wang
With the deepening of exploration, a new technology: amp; Automatic speech recognition. Human computer interaction can be seen everywhere in people's life. Driven by science and technology, voice interaction, visual interaction and other interaction methods have gradually strengthened the relationship between man and machine. Among them, voice interaction has been widely used in life because of its low requirements, simple implementation and simple hardware facilities. This paper studies the current situation of multilingual human-computer interaction and interactive system, analyzes virtual culture, creative communication and creative ability, and analyzes the competitiveness of cultural and creative industries. The results show that from 2019 to 2021, China's cultural and creative industry is in its infancy, the industry depends on foreign industrial investment, the scale is small, the enterprises are mainly small and medium-sized enterprises, the vitality is not strong, the overall level of the industry is not high and immature, the anti risk ability is low, vulnerable to impact, and the international status and influence are small.
随着探索的不断深入,一种新技术:amp;自动语音识别。人机交互在人们的生活中随处可见。在科技的推动下,语音交互、视觉交互等交互方式逐渐加强了人与机器的关系。其中,语音交互以其要求低、实现简单、硬件设施简单等优点在生活中得到了广泛的应用。本文研究了多语言人机交互和交互系统的现状,分析了虚拟文化、创意传播和创意能力,分析了文化创意产业的竞争力。研究结果表明,2019 - 2021年,我国文化创意产业处于起步阶段,产业依赖外资产业投资,规模较小,企业以中小企业为主,活力不强,产业整体水平不高且不成熟,抗风险能力较低,易受冲击,国际地位和影响力较小。
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引用次数: 0
Optimal Design of College English Course Network Teaching System under the Background of Artificial Intelligence 人工智能背景下大学英语课程网络教学系统的优化设计
Shasha Wang
Since the 21st century, information technology represented by artificial intelligence, big data and the Internet has developed rapidly, and the application of information technology in English education has also increased. However, due to these problems in the current English online teaching system, there is an urgent need to optimize the existing English online teaching system. This article aims to study the optimization design of the college English course network teaching system under the background of artificial intelligence. Based on the analysis of the characteristics of artificial intelligence, the significance of the English course network teaching system and the problems existing in the college English network teaching system, the existing English network teaching system optimized the design, added corresponding modules according to the existing problems, and finally tested its performance. The test results show that the interactive Q&A module of the college English course network teaching system optimized in this article performs well in response time, which basically meets the needs of this article.
21世纪以来,以人工智能、大数据、互联网为代表的信息技术发展迅速,信息技术在英语教育中的应用也越来越多。然而,由于目前英语在线教学系统存在的这些问题,迫切需要对现有的英语在线教学系统进行优化。本文旨在研究人工智能背景下大学英语课程网络教学系统的优化设计。在分析了人工智能的特点、英语课程网络教学系统的意义以及大学英语网络教学系统存在的问题的基础上,对现有的英语网络教学系统进行了优化设计,并根据存在的问题增加了相应的模块,最后对其性能进行了测试。测试结果表明,本文优化的大学英语课程网络教学系统交互式问答模块在响应时间上表现良好,基本满足了本文的需求。
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引用次数: 0
Research on Embedded Intelligent Home System Based on Speech Recognition Technology 基于语音识别技术的嵌入式智能家居系统研究
Huaben Wang
With the development of science and technology and the progress of The Times, people’s living standard and quality of life have been continuously improved. How to simplify daily life and improve work efficiency, various embedded devices have been gradually widely used in People’s Daily life. With computer and the rapid development of integrated circuit, embedded devices are also constantly upgrading, framework of smart home is increasing in a dramatic change, people in search of one of the most suitable for home appliances control solutions at the same time, speech recognition technology, then the speech recognition technology is applied to control system.Make people’s life more convenient, faster and safer.In this paper, the speech recognition module is connected with the SCM. The speech recognition module recognizes the corresponding instruction and transmits it to the single chip microcomputer, which controls the corresponding peripheral module. The peripheral modules are combined with the actual home environment to achieve the efficacy of smart home.
随着科学技术的发展和时代的进步,人们的生活水平和生活质量不断提高。如何简化日常生活,提高工作效率,各种嵌入式设备已逐渐广泛应用于人们的日常生活中。随着计算机和集成电路的飞速发展,嵌入式设备也在不断的升级换代,智能家居的框架也在不断的发生着翻天覆地的变化,人们在寻找一种最适合家电控制的解决方案的同时,语音识别技术应运而生,于是将语音识别技术应用到控制系统中。使人们的生活更方便、快捷、安全。本文将语音识别模块与单片机相连接。语音识别模块识别出相应的指令并传送给单片机,单片机控制相应的外设模块。外围模块与实际家居环境相结合,实现智能家居的功效。
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引用次数: 1
Research and Design of Artificial Intelligence Training Platform Based on Improved ant Colony Algorithm 基于改进蚁群算法的人工智能训练平台研究与设计
Fen Li
From the published papers, most of them still stay in the simulation stage, and few of them apply the improved ant colony algorithm to solve practical problems. With the development of business, some domestic sewage treatment plants are also actively carrying out automation transformation. So that it can give full play to its ability in the fierce market competition and achieve the best economic benefits. Robots have some sensory functions, such as sense of touch, smell and so on, which enable robots to process information of different signals autonomously. Inspired by the ant colony's foraging behavior of finding the shortest path, this paper proposes a simulated evolutionary algorithm artificial ant colony algorithm, which simulates the behavior of ant colony in nature. Ant colony algorithm has been concerned by many experts and scholars, and is being studied by more and more experts and scholars. The algorithm is continuously improved, and the application scope is more and more extensive. It is a bionic optimization algorithm with good development prospects. This paper mainly introduces the basic principle and basic model of ant colony algorithm. Finally, the improvement strategy of ant colony algorithm and the research and design of artificial intelligence training platform are discussed.
从已发表的论文来看,大部分还停留在模拟阶段,将改进的蚁群算法应用于实际问题的论文很少。随着业务的发展,一些生活污水处理厂也在积极进行自动化改造。从而在激烈的市场竞争中充分发挥自身能力,取得最佳的经济效益。机器人具有一定的感官功能,如触觉、嗅觉等,使机器人能够自主处理不同信号的信息。受蚁群寻找最短路径的觅食行为的启发,本文提出了一种模拟进化算法——人工蚁群算法,该算法模拟了自然界中蚁群的行为。蚁群算法一直受到众多专家学者的关注,并正在被越来越多的专家学者研究。算法不断改进,应用范围越来越广泛。是一种具有良好发展前景的仿生优化算法。本文主要介绍了蚁群算法的基本原理和基本模型。最后讨论了蚁群算法的改进策略和人工智能训练平台的研究与设计。
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引用次数: 1
Research on Electrical Fire Risk Assessment Technology of Cultural Building Based on Random Forest Algorithm 基于随机森林算法的文化建筑电气火灾风险评估技术研究
Chao Sun, XiaoBai Li, Rui Guo
Refer to the cultural building electrical fire accident case, a survey of typical building electrical fire prevention and control of cultural building, using the fire risk assessment technology, extracted the cultural building potential electrical fire risk characteristics, through the hierarchical entropy method to calculate weight information of risk characteristics, and application of random forest classification algorithm, build the cultural building electrical fire risk assessment model. This paper evaluates the risk of electrical fire in cultural building from multiple dimensions, which provides necessary theoretical basis and method support for on-site investigation, risk assessment and fire prevention of cultural building.
参考文化建筑电气火灾事故案例,调查典型建筑电气火灾防控文化建筑,运用火灾风险评估技术,提取文化建筑潜在电气火灾风险特征,通过层次熵法计算风险特征的权重信息,并应用随机森林分类算法,构建文化建筑电气火灾风险评估模型。本文从多个维度对文化建筑电气火灾风险进行评估,为文化建筑现场调查、风险评估和防火提供必要的理论依据和方法支持。
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引用次数: 0
Research on Algorithm and Mechanism of New Energy Vehicle Battery Distribution Based on Clustering Algorithm 基于聚类算法的新能源汽车电池分配算法与机制研究
Qian Wang, Ma Qiu, Wanzhen Wang
In the promotion process of new energy vehicles, the endurance of vehicles is an important link that can not be ignored. Due to the limited number of new energy charging stations, replacing batteries in transit will become a new service mode. According to the characteristics of dynamic changes in the demand of new energy vehicles and power stations, a dynamic vehicle scheduling model for battery distribution routing problem of new energy vehicles is established. The adaptive genetic algorithm is constructed by improving the genetic algorithm with adaptive criteria. At the same time, the genetic algorithm is used to cluster the charging and replacing stations in time and space, and the clustering results are applied to the path adjustment, so that the charging and replacing stations can be added to the path where the charging and replacing stations with short time and space are located as much as possible, which can effectively reduce the search range and reach a better solution faster. The algorithm is programmed by MATLAB, and the numerical simulation of the distribution system shows the advantages of new energy vehicles in terms of use cost, which verifies the effectiveness of the model.
在新能源汽车的推广过程中,车辆的续航能力是一个不可忽视的重要环节。由于新能源充电站数量有限,中途更换电池将成为一种新的服务模式。根据新能源汽车和电站需求动态变化的特点,建立了新能源汽车电池分配路径问题的动态车辆调度模型。采用自适应准则对遗传算法进行改进,构造了自适应遗传算法。同时,利用遗传算法对充换电站在时间和空间上进行聚类,并将聚类结果应用到路径调整中,使充换电站尽可能多地加入到时间和空间较短的充换电站所在的路径中,可以有效地缩小搜索范围,更快地得到更好的解决方案。通过MATLAB对算法进行了编程,并对配电系统进行了数值仿真,显示了新能源汽车在使用成本方面的优势,验证了模型的有效性。
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引用次数: 0
Telecom Customer Churn Prediction Based on Classification Algorithm 基于分类算法的电信客户流失预测
Manqing Zhu, Jieping Liu
All walks of life are generally concerned about the problem of customer churn. This paper deals with the real telecom customer characteristic data and constructs a prediction model based on classification algorithm to predict the customer churn rate. Among the known classification algorithms, XGB algorithm performs better, its accuracy is 79.98%, recall rate is 90.17%, F1 is 84.21%. According to the study, users with the following characteristics are more likely to churn (in descending order of churn rate) : tenure 1-5, use "e-check", TotalCharges is less than ࿥2,281.92, MonthlyCharges is more than ࿥64.76 , with electronic bills.
各行各业都普遍关心客户流失的问题。本文针对真实的电信客户特征数据,构建了基于分类算法的客户流失率预测模型。在已知的分类算法中,XGB算法表现较好,准确率为79.98%,召回率为90.17%,F1为84.21%。根据研究,具有以下特征的用户更容易流失(流失率由高到低):任期1-5,使用“e-check”,TotalCharges小于࿥2,281.92,MonthlyCharges大于࿥64.76,使用电子账单。
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引用次数: 4
Design of network online translation system based on deep neural network algorithm 基于深度神经网络算法的网络在线翻译系统设计
Dandan Liu
With the gradual advancement of internationalization and the popularization of computer networks, the information network era has had a great impact on people's daily lives. The widespread application of computer networks also brings new opportunities and challenges to translation teaching. The practice of computer technology in translation teaching stems from the development of theoretical courses and the improvement of requirements, which makes the use of computer networks in translation teaching more and more. This paper tests the impact of computer network translation teaching on students’ translation ability and finds that under this mode of teaching, students’ word translation level has increased by 20%, phrase translation level has increased by 50%, long sentence translation level and article translation level have increased by 15.28 %, the oral translation level has increased by 30.43%, which proves that the teaching mode can improve the teaching level and improve the quality of teaching.
随着国际化的逐步推进和计算机网络的普及,信息网络时代对人们的日常生活产生了极大的影响。计算机网络的广泛应用也给翻译教学带来了新的机遇和挑战。计算机技术在翻译教学中的实践源于理论课的发展和要求的提高,这使得计算机网络在翻译教学中的应用越来越多。本文测试了计算机网络翻译教学对学生翻译能力的影响,发现在这种教学模式下,学生的单词翻译水平提高了20%,短语翻译水平提高了50%,长句翻译水平和文章翻译水平提高了15.28%,口语翻译水平提高了30.43%,证明了这种教学模式可以提高教学水平,提高教学质量。
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引用次数: 0
Construction of Telecom's Smart Financial Management System from the Perspective of Artificial Intelligence 人工智能视角下电信智能财务管理系统的构建
L. Yao
With the rapid development of artificial intelligence(AI), more and more people begin to pay attention to the impact of AI on our work and life. At the same time, issues such as corporate financial management systems(FMS) and management and control capabilities have become increasingly prominent, and building a smart corporate FMS has become more and more important. Financial management is also a relatively important part of the entire enterprise management. From the current Telecom enterprise, there are problems in these aspects. The financial management lacks advanced management concepts, and the financial functions cannot reach the overall control level of the enterprise and the financial department. Collaboration with other departments of the enterprise is not in place. And in the current financial work, AI technology also has certain applications, such as AI financial robots, which will handle many repetitive, standardized, and procedural financial tasks more accurately and quickly. This article adopts the questionnaire method and experimental analysis method to analyze and research the construction of Telecom's smart FMS from the perspective of AI, learn about the existing problems in the FMS of the surveyed company, and analyze the interviewee's The attitude of the necessity of a smart FMS. According to the survey results, both M branch company and G branch company have corresponding problems in the FMS. Among them, financial information construction problems and financial accounting system problems account for a large proportion. A total of 30 of the 50 interviewees think it is necessary to build a smart FMS. Therefore, this is also worth arousing deep thinking by Telecom companies, building a smart FMS for enterprises in the field of AI, making full use of the advantages of AI technology, continuously optimizing the allocation of financial resources, and maximizing Telecom's corporate management income. Continuously improve the competitiveness of enterprises.
随着人工智能(AI)的快速发展,越来越多的人开始关注AI对我们工作和生活的影响。与此同时,企业财务管理系统(FMS)和管控能力等问题日益突出,构建智能企业FMS变得越来越重要。财务管理也是整个企业管理中比较重要的一部分。从目前的电信企业来看,存在着这些方面的问题。财务管理缺乏先进的管理理念,财务职能无法达到企业和财务部门的整体控制水平。与企业其他部门的协作不到位。而在当前的金融工作中,人工智能技术也有一定的应用,比如人工智能金融机器人,它将更准确、更快速地处理许多重复性、标准化、程序性的金融任务。本文采用问卷调查法和实验分析法,从AI的角度对电信公司智能FMS的建设进行分析研究,了解被调查公司在智能FMS中存在的问题,分析受访者对智能FMS必要性的态度。根据调查结果,M分公司和G分公司在FMS中都存在相应的问题。其中,财务信息化建设问题和财务会计制度问题所占比例较大。50位受访者中有30位认为有必要建立一个智能的FMS。因此,这也值得电信企业深入思考,为企业构建AI领域的智能FMS,充分利用AI技术的优势,不断优化财务资源配置,实现电信企业管理收益最大化。不断提高企业竞争力。
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引用次数: 0
期刊
2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)
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