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2020 International Conference on Information Science and Education (ICISE-IE)最新文献

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Crime Analysis of spatial-temporal distribution based on KNN Algorithm 基于KNN算法的犯罪时空分布分析
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00038
Juan Wang, Shuangshi Zhang, Yuexin Lan, Chunying Wu, Yixue Xia, Lei Chen
{"title":"Crime Analysis of spatial-temporal distribution based on KNN Algorithm","authors":"Juan Wang, Shuangshi Zhang, Yuexin Lan, Chunying Wu, Yixue Xia, Lei Chen","doi":"10.1109/ICISE51755.2020.00038","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00038","url":null,"abstract":"With the rapid advance of global urbanization, the problem of urban crime is becoming more and more serious, which brings a great challenge to the police all over the world. How to use big data to drive police work has become the hot and difficult point of crime research. In this paper, the research object is theft, battery, narcotics and criminal damage in Chicago. The research method is to use visualization technology and machine learning algorithm to predict the spatial distribution of crime. Firstly, the spatial distribution characteristics of crime occurrence are analyzed by the methods of neighborhood repetition and spatial analysis. Then, the spatial distribution map of aggregated data and the crime distribution heat map are visualized. Finally, we combine the theory of crime distribution to further analyze the spatial-temporal distribution features of several crimes and criminal symbiosis.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123678344","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}
引用次数: 3
Adversarial Learning Siamese Network for Object Tracking 目标跟踪的对抗学习暹罗网络
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00164
Jia Zhang, Kun Wang, H. Gao, Gang Chen
{"title":"Adversarial Learning Siamese Network for Object Tracking","authors":"Jia Zhang, Kun Wang, H. Gao, Gang Chen","doi":"10.1109/ICISE51755.2020.00164","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00164","url":null,"abstract":"Aiming at the problem that the object tracking algorithm based on the siamese network is difficult to effectively extract the salient features of the object due to the shallow AlexNet. In this paper, we propose a siamese network tracking algorithm based on adversarial learning (AL-SiamFC). First, we construct the convolutional backbone network based on the attention dropout layer, and then let the network learn the salient features of the object in the form of adversarial learning during offline training. Finally, the trained tracking network is evaluated using the tracking benchmark data set OTBIOO, and the attention dropout layer is not used in the online tracking. The experimental results show that, without significantly reducing the tracking speed, the success rate and precision rate of the AL-SiamFC are increased by 3% and 2% compared with the SiamFC, and the adaptability and robustness have been significantly improved.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116905117","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}
引用次数: 0
On the Application Analysis and Innovation of New Media of Party Building in Colleges and Universities Based on SPSS 基于SPSS的高校党建新媒体应用分析与创新
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/icise51755.2020.00035
Jian Dong, Shenshen Guo, Bing Wu, Jianru Xie
{"title":"On the Application Analysis and Innovation of New Media of Party Building in Colleges and Universities Based on SPSS","authors":"Jian Dong, Shenshen Guo, Bing Wu, Jianru Xie","doi":"10.1109/icise51755.2020.00035","DOIUrl":"https://doi.org/10.1109/icise51755.2020.00035","url":null,"abstract":"The development of new media has brought both opportunities and challenges to primary-level party organization of colleges and universities. The promotion of information technologies, which plays a key role in primary-level party organization, are being increasingly important in the new era. This paper started from the necessity of new media in party building in colleges and universities, and analyzed the status quo and problems in the era of new media. By combining with information technologies and the actual conditions of primary-level party organization, spss22.0 software was used to process the survey data of grassroots Party organizations in colleges and universities, In order to further improve the level of grassroots party building and management in colleges and universities, countermeasures such as 020 and DIY working mode and optimization mechanism are put forward.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128198457","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}
引用次数: 0
A Novel Geometric Information Retrieval Tool for Images of Geometric Diagrams 一种新的几何图图像几何信息检索工具
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00093
Dan Song, Qiong Yao, Junjie Lu
{"title":"A Novel Geometric Information Retrieval Tool for Images of Geometric Diagrams","authors":"Dan Song, Qiong Yao, Junjie Lu","doi":"10.1109/ICISE51755.2020.00093","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00093","url":null,"abstract":"The description of geometric knowledge in geometric documents often uses a combination of text and diagrams. Compared to the text describing knowledge in natural language or mathematical language, the diagrams may contain even more geometric information, and the recognition of them is a challenge. This paper mainly studies how to automatically extract planar geometric information from images of geometric diagrams. We firstly explore the classification of usual images of diagrams, secondly describe a general framework for geometric information retrieval from images of diagrams, then design and implement a geometric information retrieval tool—GIRTOOLS based on the framework. Finally, experiments demonstrate the feasibility and effectiveness of the approaches implemented in GIRTOOLS. This work may have potential applications in geometry education and knowledge discovery.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125662798","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}
引用次数: 0
Design of the Introduction Part of Information Processing and Machine Translation Course for Students Majoring in Computer Science and Technology 计算机科学与技术专业信息处理与机器翻译课程导论部分的设计
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/icise51755.2020.00122
Honglin Wu, Ke Wang
{"title":"Design of the Introduction Part of Information Processing and Machine Translation Course for Students Majoring in Computer Science and Technology","authors":"Honglin Wu, Ke Wang","doi":"10.1109/icise51755.2020.00122","DOIUrl":"https://doi.org/10.1109/icise51755.2020.00122","url":null,"abstract":"Machine translation is the process that the computer transforms one natural language (source language) to another (target language). It is a branch of Computational Linguistics and one of the ultimate goals of the research in Artificial Intelligence. Machine translation is of applicable importance as well as scientific importance. Due to the rapid development of Internet and globalization of economic, machine translation plays an increasingly important role in promoting an open exchange of politics, economy and culture. Therefore, the course of information processing and machine translation has been set up as an elective course for the students of computer science in our university. Around 100 students attend this course each year. The course has demanded considerable investment of time and effort. Introduction is a very important part for a course. It can make the students understand the objectives, tasks, connotation and characteristics of the course. Moreover, the introduction part can provide the students the outline of the course and arouse the students’ enthusiasm. This paper introduced the design of the introduction of this course, including subject depending, problem posing, tortuous process, problem of ambiguity, revival of natural language processing, the motive force of modem social progress, perception and cognition, valuable cognitive knowledge, the contribution of natural language processing to knowledge acquisition.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123385146","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}
引用次数: 3
On Tibetan College Students’ Chinese Word Recognition Based on the High Speed Data Acquisition by SMI 基于SMI高速数据采集的藏族大学生汉语词识别研究
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00044
Guiyun Guan, Hongzhi Yu
{"title":"On Tibetan College Students’ Chinese Word Recognition Based on the High Speed Data Acquisition by SMI","authors":"Guiyun Guan, Hongzhi Yu","doi":"10.1109/ICISE51755.2020.00044","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00044","url":null,"abstract":"Tibetan college students are typical trilinguists. Chinese, as their second language, is quite different from their mother tongue, Tibetan, in the rules of sound and spelling. So their Chinese word processing is quite different from monolinguists’. The article designed two experiments, including visual and auditory word recognition to check the processing order and processing load of sound, form and meaning in Chinese word recognition. Hi-speed of SMI was used to capture the data and SPSS was used to analyze the data. The experiments found that Tibetan college students’ visual Chinese recognition was completed through the route of phonological mediation, while auditory Chinese recognition conformed to the theory of recombination of phonological representation The results showed that sound was crucial in the process of word recognition, so the teachers should take advantage of the feature to make their teaching more effective.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126566194","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}
引用次数: 0
Practice of Online Open Course Construction for Application-oriented Undergraduate Automobile Major Based on OBE 基于OBE的应用型本科汽车专业在线开放课程建设实践
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00160
Yang Xuefeng, Gao Zhengang, W. Qiang, Liang Wei, Xien Li
{"title":"Practice of Online Open Course Construction for Application-oriented Undergraduate Automobile Major Based on OBE","authors":"Yang Xuefeng, Gao Zhengang, W. Qiang, Liang Wei, Xien Li","doi":"10.1109/ICISE51755.2020.00160","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00160","url":null,"abstract":"As an important part of the education informationization construction during the 13th Five-Year Plan period of the Ministry of Education, the online open course is of great practical significance to students, schools and teachers, and its importance is even more evident through the development of courses during the epidemic period. Combined with the construction experience of two provincial online open courses and OBE theory, taking the online open course construction of \"automobile chassis structure\" in Ordos Institute of Technology as an example, this paper summarizes the experience and construction methods of online open course construction, so as to promote the development of practical education and teaching informatization.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125204637","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}
引用次数: 0
The construction and teaching reform of online open course 网络公开课的建设与教学改革
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00135
Ma Yongmin
{"title":"The construction and teaching reform of online open course","authors":"Ma Yongmin","doi":"10.1109/ICISE51755.2020.00135","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00135","url":null,"abstract":"The construction of online open course integrates modem information technology with education and teaching in depth. According to the needs of school students or social learners, relevant specialized courses are set up to promote teaching fairness, advantageous resource sharing and cultural protection. The construction of online open curriculum is a systematic project, which needs to consider the coordination of all levels from teachers to students. The construction of online open course solves the problem that learners are restricted by learning time, space and learning threshold. In a word, online open course is formed on the basis of criticizing the traditional teaching mode of university, and it is the supplement and perfection of the traditional teaching mode. This paper uses Excel to make tables to make data analysis results more clear and intuitive. In addition, the data is processed and analyzed in depth through pivottables.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122768923","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}
引用次数: 0
Research on school education reform under the background of "5G + education" “5G +教育”背景下的学校教育改革研究
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00090
Shuai Yang, Haicheng Bai
{"title":"Research on school education reform under the background of \"5G + education\"","authors":"Shuai Yang, Haicheng Bai","doi":"10.1109/ICISE51755.2020.00090","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00090","url":null,"abstract":"With the continuous development of science and technology, mankind has entered the 5G era. In this background, the development of many fields will face great opportunities and challenges, including the field of education. The previous teaching mode, method and content are difficult to adapt to the development needs of 5G era. Therefore, it is of great significance to study the school teaching reform in the era of \"5G + education\". Based on this, this paper first analyzes the challenges and opportunities brought by the 5G era to school education, and then studies the school education reform in the era of \"5G + education\", hoping to provide some reference and help for the reform and development of school education in the era of \"5G + education\".","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133636961","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}
引用次数: 0
Infrared Target Tracking Algorithm Based on Bernoulli Filter and Support Vector Machine 基于伯努利滤波和支持向量机的红外目标跟踪算法
2020 International Conference on Information Science and Education (ICISE-IE) Pub Date : 2020-12-01 DOI: 10.1109/ICISE51755.2020.00067
Huamin Tao, Xinglin Shen, Qiuqun Deng
{"title":"Infrared Target Tracking Algorithm Based on Bernoulli Filter and Support Vector Machine","authors":"Huamin Tao, Xinglin Shen, Qiuqun Deng","doi":"10.1109/ICISE51755.2020.00067","DOIUrl":"https://doi.org/10.1109/ICISE51755.2020.00067","url":null,"abstract":"Infrared small target tracking algorithm is an important method to obtain the target states effectively. Support Vector Machine (SVM), a classic method in machine learning methods, is effective for target recognition. The Bernoulli filter is the optimal single-target filter for target tracking within the Bayesian framework. However, there is no related research on the joint application of the SVM and Bernoulli filter for infrared small target tracking. In this paper, the SVM and Bernoulli filter are jointly applied to the tracking and recognition of small targets in complex backgrounds. The research shows that, with the SVM, Bernoulli filter can indeed be applied to the actual multi-frame infrared target tracking scene to achieve effective tracking and recognition of infrared small targets.","PeriodicalId":340419,"journal":{"name":"2020 International Conference on Information Science and Education (ICISE-IE)","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133642948","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}
引用次数: 3
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