2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)最新文献

{"title":"The Definition and Carrier of Information","authors":"Yong Duan","doi":"10.23977/iccia2020056","DOIUrl":"https://doi.org/10.23977/iccia2020056","url":null,"abstract":"Claude Elwood Shannon defined the amount of information as the difference between two uncertainties, so information is symmetry breaking. At present, the meaning of information is very confusing. Sometimes it refers to symmetry breaking of consciousness, sometimes it refers to symmetry breaking of signals and symbols, and sometimes it refers to symmetry breaking of substances other than signals and symbols. These three meanings must be strictly distinguished. The concept of information is not scientific, which will bring a lot of troubles and mistakes to scientific research. The word “information” should only indicate the symmetry breaking of matter other than signals and symbols. The reason why signals and symbols can contain information is that organisms can associate; they can associate a signal or symbol with the symmetry breaking of a substance. Signals are substances that can make people and animals associate, and symbols are man-made and easily copied signals.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126313738","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 image recognition technology","authors":"Yida Wang","doi":"10.23977/iccia2020024","DOIUrl":"https://doi.org/10.23977/iccia2020024","url":null,"abstract":"From 3D picture construction to video processing, computer vision is playing an important role in many fields and will continue to enlarge its influence in the future. Image recognition is a technology within the range of computer vision, performing the function of processing and identifying the images to achieve the automatic tasks. With decades of development, the approach of image recognition has changed a lot and now most of it is based on deep learning. In this article, the background of image recognition technology and deep learning in image recognition technology will be introduced. And this article will focus on the development of the CNN model and its structure. Moreover, image recognition technology is successful in many aspects and this article also provides research on application of image processing and identification technology, the state of image recognition technology and the popular research area.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"29 Suppl 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131391464","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":"Collapsed sandcastle model based on cellular automata","authors":"Shi-Min Yu","doi":"10.23977/iccia2020009","DOIUrl":"https://doi.org/10.23977/iccia2020009","url":null,"abstract":"Based on cellular automata, the model of collapsed sandcastle can simulate the number of sand blocks falling. We assume that a part of the sand blocks disappear after each wave strikes the sandcastle. Meantime, due to the disappearance of the lower sand blocks, the upper sand blocks may collapse. We use cubes to simulate sand blocks and combine them into three-dimensional foundations of different shapes. We simulate the impact of triangle model, square model and octagon model with the same height and the same bottom area. By comparing the number of dropped squares, we guess that when the three-dimensional foundation is a cylinder, the number of sand blocks falling off is the least. In addition to considering the influence of the shape of the bottom, we also define the ratio of height to the length (or diameter) of the bottom kkCH . When the shape and volume of the bottom remain the same, kkCHdetermines the number of sand falling off. When kkCH = 1, the number of sand blocks falling off is the least. Finally, we summarize the paper: when the volume fraction of seawater is, the bottom of Sandberg tends to be round, and when kkCH = 1, the Sandberg is the most stable.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114964006","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 Computer Network Technology in Production Information Management","authors":"Xiao Pengwen","doi":"10.23977/iccia2020048","DOIUrl":"https://doi.org/10.23977/iccia2020048","url":null,"abstract":"This paper focuses on the application of computer network technology. Based on the realization conditions of computer network control system, this paper analyzes the application of computer network technology in production information management from the aspects of supervision and control system, information collection system, central management system, data storage system, enterprise information networking and network security system. The purpose is to make better use of computer network technology, promote it to play a positive role in the production information management, and lay a foundation for promoting more stable and sustainable progress and development of enterprises.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"590 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115006474","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":"Development of Thinking Mode and Decision-making System for Clinical Nursing Health Assessment Based on Internet+ and Evaluation of Its Application Effect","authors":"Changpu Sun, Zhangbo Xiao, Xinling Cui, Li-li Jiang, Liu Chao","doi":"10.23977/iccia2020027","DOIUrl":"https://doi.org/10.23977/iccia2020027","url":null,"abstract":"With the development of society and scientific progress, people pay more and more attention to health and medical services, and nursing becomes more and more important in the medical process. Active and effective nursing can not only improve the quality of nursing, but also help patients to reply. High-quality nursing can not be carried out without rigorous analysis. From the perspective of social development at this stage, the Internet has penetrated into every corner of our life, and it also plays an important role in clinical nursing health. Now our country's hospital nursing, generally based on the Internet to reform, ushered in a new Internet innovative thinking, and has been confirmed in practice, so that the nursing effect of our country has a qualitative leap. The innovative thinking of clinical care on the Internet + effectively improves the level of clinical care, improves the quality of hospital services, and builds a more trustworthy image for the hospital. This article will analyze and present the development and use effect evaluation of the thinking mode and decision system of clinical nursing health assessment based on Internet+, and provide a reference for Internet+ clinical nursing.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122900920","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":"Fault Diagnosis Method of Motor Bearing Based on Bayesian Optimized Quadratic Discriminant Analysis","authors":"Jinshan Lin","doi":"10.23977/iccia2020036","DOIUrl":"https://doi.org/10.23977/iccia2020036","url":null,"abstract":"Abstract: Motor bearing is an important part of the motor, and timely troubleshooting of motor bearing faults is of great significance to the safe and stable operation of the motor. This paper proposes a fault diagnosis method for motor bearings based on Bayesian optimized quadratic discriminant analysis (QDA). This method takes the QDA model as the main diagnostic model, with gaussian processes as the probabilistic surrogate model and expected improvement function as the collection function. The hyperparameter set of the model is optimized by using Bayesian optimization (BO). In addition, the diagnosis results of the support vector machine (SVM) and k-nearest neighbor (KNN) models are compared with QDA based on the same data set. The experimental results show that: Bayesian optimized QDA has a better performance.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128543829","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":"The Development of Computer Network and the Opportunity of Integration Automation","authors":"Huafeng Wei","doi":"10.23977/iccia2020064","DOIUrl":"https://doi.org/10.23977/iccia2020064","url":null,"abstract":"Under the background of rapid development of science and technology in China, computer network technology has also made a significant development. At this stage, how to promote the development of computer network towards integrated automation is a problem that scholars in this industry pay special attention to. This paper mainly analyzes the problems related to the development of computer network and the opportunities of integrated automation. The purpose of this paper is to conduct in-depth research on the development of computer network’s integrated automation, and accelerate the development of China's integrated automation field.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133973612","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":"New Method for Measuring Continuous Angle by Linear CCD","authors":"Zichen Wang, Gang Chen, Zong-Yi Lin, Chunxue Liu","doi":"10.23977/iccia2020029","DOIUrl":"https://doi.org/10.23977/iccia2020029","url":null,"abstract":"In this paper, a method for in-plane rotation angle measurement with high precision in machine vision is proposed. The presented set is composed by a calibrated line scan CMOS camera and an elaborately designed columnar pattern as rotating part under test. Computer simulation shows that tiny relative translation between the camera and columnar pattern can be ignored and thus, the experimental results demonstrate that this proposed method is reliable and robust. This approach can measure both micro and large angles. 1. Backgroud Many approaches, such as mechanical [1], electrom-agnetic [2], optical [3], polarimetric [4][5][6][7] ,etc., have been adopted for measuring rotation angle. Most of these preceding designs are not only complex and can work in very limited range, but are susceptible to temperature, pressure or humidity. For continuous in-plane rotation about stable axis, optoelectronic encoder has been involved comprehensively [8]. In recent years, rotation angle measurement in machine vision with area scan camera, whose refreshing frequency is very finite due to excessive quantity of data, has been employed and achieved approving results[9][10]. Line scan (LS) camera is utilized more and more since it can provide much higher frame rate and resolution. At the time of writing, existing line scan CMOS camera embed up to 8192×4 active pixels and deliver 1D images at a stunning frame-rate of 100 KHz [11]. In this letter, a novel method is put forward to measure continuous or discontinuous rotation angle, and our work is just to develop an apparatus to replace the photoelectric encoder used in airborne turret. 2. The feasible measuring program The measurement device is made up of a line scan camera and a specially designed columnar pattern with a single-lap character spiral curve(CSC), and the CSC can be divided into infinite character slice(CS). The measuring course is as follows: the camera focus on the columnar pattern and the image in the view plane is imaged. If the CSC can be distinguished from scene distinctly, then the rotation angle can be calculated by the image coordinate of CS participating in imaging, and the image coordinate of CS is corresponding with rotation angle uniquely. We established Cartesian coordinates as follows: image coordinate as OUV, camera coordinate as OcXcYcZc and columnar pattern coordinate as OoXoYoZo. When continuous rotation starts, the CS on different position will project onto the line scan CMOS camera with the rotation simultaneously, and theoretical precision δ of measurement satisfies δ = 648000 Kn (arc second) (1) In equation (1), K is the quantity of pixel participating in measurement and n stands for n-fold subdivision of pixel. 2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020) Published by CSP © 2020 the Authors 166 3. Error analyze 3.1 Angle measurement error analyze on image noise and data processing Generally, there are several lin","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127616341","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":"Analysis of the Characteristics and Types of Network Program Hosts","authors":"Lei Xi, Zaining Wang","doi":"10.23977/iccia2020018","DOIUrl":"https://doi.org/10.23977/iccia2020018","url":null,"abstract":"The rapid development of the Internet has brought innovations in all areas of the media industry, and traditional media are facing increasing challenges from emerging media. Online video programs have attracted a large number of young people due to their broader topics and free production space. The debut of new media allowed the new concept of web host to emerge. Due to the inherent characteristics of online program dissemination, network hosts have lower entry barriers than traditional media hosts, and also have more distinctive personal characteristics. The innovation brought about by the new media platform in the moderator industry brings not only opportunities, but also challenges and risks. By sorting out the development trends of network video program hosts in recent years, we can find that there are qualitative to quantitative changes in characteristics, types, and development trends.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131425363","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 Automatic Monitoring in Students’ Abnormal Online Behavior Based on Data Mining","authors":"S. Liang","doi":"10.23977/iccia2020063","DOIUrl":"https://doi.org/10.23977/iccia2020063","url":null,"abstract":"With the rapid development of big data technology, the data processing ability of all walks of life has been greatly improved. All walks of life can dig out effective information from the data or analyze abnormal data, conduct detailed analysis and detection, effectively deal with some potential security problems, and ensure the safe operation of the industry. For the management of students’ online behavior, big data technology can help managers collect students’ online behavior data, extract valuable information from the data through a series of algorithms, and identify the students with abnormal behavior, so as to make managers pay more attention to such students. This paper will start from the behavior characteristics of students’ online users, introduce the functions of analysis and monitoring system about network abnormal behavior, and put forward some big data technologies to effectively improve the quality of management.","PeriodicalId":279965,"journal":{"name":"2020 4th International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2020)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116166944","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}