A Practical Study of Big Data Technology in Computer Network Information Security Processing

In recent years,China has witnessed continuous development and progress in its scientific and technological landscape,with widespread utilization of computer networks.Concurrently,issues related to computer network information security,such as information leakage and virus invasions,have become increasingly prominent.Consequently,there is a pressing need for the implementation of effective network security measures.This paper aims to provide a comprehensive summary and analysis of the challenges associated with computer network information security processing.It delves into the core concepts and characteristics of big data technology,exploring its potential as a solution.The study further scrutinizes the application strategy of big data technology in addressing the aforementioned security issues within computer networks.The insights presented in this paper are intended to serve as a valuable reference for individuals involved in the relevant fields,offering guidance on effective approaches to enhance computer network information security through the application of big data technology.

Analytical Investigation on Computer Network Security System of Colleges and Universities

With the development of network technology,computer systems of colleges and universities gradually use network management and services,which provides comprehensive and convenient information access and management conditions.How ever,in the network environment,the security of the system faces security threats like virus,malicious software and human at tack,which may make the network data of the computer system damaged and tampered,or even lead to network system paraly sis,breakdown of system concerning management and payment,missing and stealing of confidential documents.Therefore,it is of important application significance to promote the security of computer network systems of colleges and universities.This paper conducts comprehensive analysis on the security system of computer network systems of colleges and universities,elaborates its R&D and application status and puts forward specific schemes of prevention and solutions,which provides suggestions and refer ence for its construction.

Research on the Application of Big Data and Artificial Intelligence Technology in Computer Network

With the continuous development of social economy,science and technology are also in continuous progress,relying on the Internet technology of big data era has come in an all-round way.On the basis of the development of cloud computing and Internet technology,artificial intelligence technology has emerged as the times require.It also has more advantages.Applying it to computer network technology can effectively improve the data processing efficiency and quality of computer network technology,and improve the convenience for people’s life and production.This paper studies and analyzes the practical application requirements of computer network,and discusses the application characteristics and timeliness of artificial intelligence technology.

CAS COMPUTER NETWORK INFORMATION CENTER

The Computer Network Information Center(CNIC) is a newly-established CAS institute,which is engaged in the research and development of network and scientific databases.At present the Center is in charge of two key projects:a scientific database project and a national computing and networking facility of China (NCFC).

Research on the Teaching Reform of Computer Network in the New Era

The Computer Network course is widely offered in colleges and universities.This course is both theoretical and practical.It organically combines theory and practice in order to achieve the goal of teaching.The main objective of the course is to train students to have various skills,including those of enterprise scale network construction,network management,and network maintenance.Influenced by traditional teaching for a long time,the existing teaching of the course in colleges and universities urgently needs reform;otherwise,it will not be able to meet the social demand for talents in the new era.This paper focuses on the practical problems of the Computer Network teaching reform and proposes some efiective reform suggestions,hoping to engender an efficient link among the Computer Network course teaching,talent training,and the social needs in colleges and universities.

A Research on the Application of Virtual Network Technology in Computer Network Security

In the computer field,network security is a crucial integrant.It is necessary to pay attention on the application of virtual network technology,so as to raise the standard of computer network security to a new level[2].In view of this,this paper will analyze the application of virtual network technology in computer network security and propose some strategies for future reference.

Research on the Application of Computer Network Technology in Electronic Information Engineering

Computer network technology has a very important role in electronic information engineering.The application of this technology not only enriches the traditional information engineering functions,but also effectively guarantees the efficiency and quality.At present,due to the wide variety of external information that Chinese citizens are exposed to,in addition to the variegated and mixed content,it is easy for information to be leaked or stolen.In order to avoid similar situations,it is necessary for people to pay more attention to network system security,so as to ensure that the quality of life of citizens can be guaranteed.In view of that,this paper discusses and analyzes the application of computer network technology in electronic information engineering.

Mobile Network Computer Can Better Describe The Future of Information Society

In the paper, we illustrate the importance of the concept of mobile network computer from a technological perspective. Because of the usefulness of mobile network computers, with the growth of the Internet of things, mobile network computers may include not only TV box audio-visual equipment, wireless household appliances, and mobile communication equipment, but may also include devices such as intelligent foot rings, smart watches, smart glasses, smart shoes and smart coats. Considering the different types of networks, e.g. IP multimedia Subsystem(IMS), we explain why some network elements are inaccurate and misleading from a technological perspective. We aim to popularize the concept of mobile network computers for its accuracy and importance, which better define modern mobile terminals and reflects the nature of multiple mobile terminals based on the structure of their integrated computers and the capabilities of processing multimedia. In the computer and Internet age, network computers and mobile network computers are the main terminals of fixed and mobile networks, respectively. Therefore, based on the concept of mobile network computers, we discuss the future of information society.

Computer-assisted English Teaching Model in Academic Writing:A Case Study of Three-Stage Development

This paper takes a college English Academic teaching mode based on computer network technology as the research object.Firstly,the Challenges of Academic English writing for Chinese College Students are analyzed.Then the advantages of college English autonomous learning dynamic teaching mode under computer network technology are discussed.After that,it demonstrates a case study of a Computer-assisted English teaching model in academic writing.

COMPUTERIZED PREDICTION OF INTERACTION PARAMETERSAND PHASE DIAGRAMS OF CONTINUOUS SOLID SOLUTION OFBINARY ALLOY SYSTEMS

The artificial neural network method has been applied to the relationship between the atomic parameters and intemction packeters of binary alloy Phases, and the principle of thermodynamics in combination with artificial neural network method has been used for the computerized phase diagrams of continuous solid solution of bigamy alloy systems. The computerized phase diagrams well agree with the real phase diagmms.

A Novel Lung Cancer Detection Method Using Wavelet Decomposition and Convolutional Neural Network

Computerized tomography (CT) scan is the only screening test recommended by doctors to look for lung cancer. Convolutional neural networks (CNNs) have recently proven their ability to successfully classify medical images. Due to its strong compactness property, the Discrete Wavelet transform (DWT) has been commonly used in image feature extraction applications. This paper presents a novel technique for the classification of Lung cancer in Computerized Tomography (CT) scans using Wavelets to find discriminative features in the CT images and CNN to classify the extracted features. Experimental results prove that the proposed approach outperforms other commonly used methods and gives an overall accuracy of 99.5%.

基于机器学习的束团横向相空间测量

理论上,使用断层扫描技术可以得到真实的横向相空间分布。但是想要更加精确地了解分布的细节,需要解决旋转角度范围受限和投影数目不足的问题。针对这两个问题,提出了在混合域处理的神经网络模型,即组合地在正弦域和断层域分别使用插值和去除伪影神经网络。在简单地测量束线以及投影数目比较少(7个)的情况下,该网络模型也能高质量地重建束团横向相空间分布。并且,由于选择旋转角度的方式和归一化相空间无关,因此,无需测量Twiss参数。采用该方法测量束团横向相空间,一定程度提升了重建质量,简化了测量的方式。

中国百万级核电站数字化仪控系统的设计目标分析

从国家整体的ＩＥ级计算机硬件与软件生产所具备的工业水平和现有核电站仪表控制系统设计水平出发，探讨分析了我国百万级核电站（ＣＮＰ１０００）数字化仪表控制系统应该达到与所能达到的设计目标。

基于双向LSTM神经网络电子病历命名实体的识别模型

背景:电子病历数据是医疗领域大数据的重要源头,是医学知识的体现。电子病历是患者就医过程的记录,是临床辅助决策系统、精准医学研究和疾病监控等应用的重要数据支撑。目的:研究电子病历的信息抽取技术,提取中文电子病历中的重要医学实体,支持肝细胞癌的知识发现。方法:数据集来自广东省某三甲医院的电子病历数据库。共收集了240例患有肝细胞癌的病历记录(18 542个句子),包括入院记录和出院小结。按照预先定义的标准进行标注。随机抽取180例患者病历(13 839个句子)进行训练,并保留60个病例记录(4 703个句子)作为测试集。利用双向的LSTM网络结合CRF训练命名实体识别模型。在测试数据集上评估NER系统的性能,并计算出严格匹配的准确率、召回率和F1值。结果与结论:对测试数据集的评估表明,入院记录中实体识别F1值为0.853 5,出院小结中实体识别的F1值为0.726 5,总体F1值为0.8052。研究实现了电子病历文本自动命名实体识别模型,下一步的研究重点将改进实体抽取的准确率。

网络化口腔正畸电子病历管理系统的研制与应用

目的基于口腔专科医院信息化建设需要,结合新一代口腔医院信息管理系统的开发,研制网络化口腔正畸电子病历管理系统,实现口腔正畸病历的信息化管理。方法在新一代口腔专科医院信息化管理系统上,采用面向对象技术,在Windows 98/2000/XP平台上用C#语言,应用计算机网络技术、数据库技术及IC卡技术开发出面向正畸医师的电子病历网络管理系统。结果经过初步临床实践,该系统功能强大,具有快捷、准确、全面的采集资料和强大的资料编辑、存贮、统计、查询、管理功能,为口腔正畸临床工作者提供了一种计算机化的崭新的病案管理模式,提高了口腔正畸专科医疗质量和医疗效率。结论该系统的临床应用为正畸病历资料的信息化管理提供了可靠、有效的信息化平台,能够满足现有临床需要,并为正畸临床教学、科研创造了良好的条件。

计算机生成兵力

介绍分布交互仿真（ＤＩＳ）环境中计算机生成兵力（ＣＧＦ）的概念，分析ＣＧＦ系统的原理、结构、特点和主要研究内容．介绍现有的ＣＧＦ系统。

富士苹果主要成分的CT无损检测

分析了CT无损检测富士苹果内部品质的可行性,使用基于X射线的CT机采集富士苹果内部的CT信息,将处理后的CT信息作为神经网络的输入,对富士苹果主要成分进行了预测,神经网络经优化后对含水率、含糖量和含酸量的平均预测误差分别为1.75%、5.81%和0.72%,CT技术结合神经网络方法的精度满足无损检测的要求。

网络化口腔修复电子病历管理系统的研制与应用

目的开发一种新的口腔修复电子病历管理系统,以满足口腔专科医院信息化建设的需要。方法结合新一代口腔医院信息管理系统的开发,在Windows2000/NT/XP平台上用VisualC++语言及XML语言,采用面向对象技术,应用计算机网络技术、数据库技术及IC卡技术开发面向修复医师的电子病历管理系统。结果成功建立了网络化口腔修复病历专科模板,该系统界面直观、功能强大,能快捷、准确、全面地采集资料,资料编辑、存贮、统计、查询、管理功能强大,并实现了电子病历的数据共享与交换,确保了电子病历的安全性等多项优点;这为口腔修复医师提供了一种计算机化的病案管理模式,提升了口腔修复专科的信息化管理质量和效率。结论本研究自主研发了符合临床应用需要的口腔修复专科电子病历系统,为进一步推进数字化口腔医疗管理提供了基础平台。

电子学档:大学英语信息化教学新模式

当前,全国各高校都在探索建立网络环境下的大学英语教学新模式,而基于建构主义理论和多元智能论建立起来的电子学档便是一种较为理想的教学模式。本文探讨了电子学档的基本构成,其优缺点以及今后的发展趋势,以期对计算机网络环境下的大学英语课程建设有所启示。