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2021 2nd International Conference on Education, Knowledge and Information Management (ICEKIM)最新文献

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Exploration of Smart Teaching Based on Digital Information Technology Taking the Ideological and Political Course at Huangshan University as an Example 基于数字信息技术的智能教学探索——以黄山学院思想政治课为例
Han Ningping, Sun Lu, Huang Xilian, Su Haixia, Wu Yunfeng
Information technology refers to the use of computers and modern communication systems to obtain, transmit, and process all forms of information. High speed and efficiency are its basic characteristics. As the ideological and political class in universities are facing the modernization and information transformation from traditional teaching to smart teaching, smart teaching now is a new teaching model that deeply integrates digital information technology and traditional teaching. This article discusses the main parts and measures of smart teaching in ideological and political education classes at Huangshan University and conducts an empirical analysis of teaching effects through questionnaire surveys. The survey shows that smart teaching has not only effectively changed the way students using mobile phones but also increased the attendance rate and teaching capacity, making the class more appealing. However, there are still some issues to be improved.
信息技术是指利用计算机和现代通信系统来获取、传输和处理各种形式的信息。高速、高效是其基本特点。高校思想政治课正面临着从传统教学向智能教学的现代化、信息化转型,智能教学是数字信息技术与传统教学深度融合的一种新型教学模式。本文探讨了黄山学院思想政治教育课智慧教学的主要内容和措施,并通过问卷调查对教学效果进行了实证分析。调查显示,智能教学不仅有效地改变了学生使用手机的方式,还提高了出勤率和教学容量,使课堂更具吸引力。然而,仍有一些问题需要改进。
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引用次数: 0
Reforms of the perspective course in practice-oriented talent training in the big data age 大数据时代实践型人才培养视角课程改革
Yangfeng Cao
As information technology develops, big data has found its way into every corner of different industries, and utilization of big data has become a dominating trend in reforms of practice-oriented education at universities amid the opportunities and challenges in the contemporary world. As known to all, practice-oriented universities are student-oriented in training. The perspective course is a fundamental course for design majors. Thus, this study probes into the existing problems in this course, and explores the reforms of this course in terms of the teaching content, teaching method and training mode with the support of big data. Lots of data from diverse sources are obtained through the online learning platforms and questionnaire surveys, and the data are processed to help teachers analyze the teaching effect from diverse perspectives and thereby design connected teaching modules, all-around teaching methods and scientific training plans. It will not only help the students grasp the essence of perspective, extend the depth and breadth of their knowledge, but train them in a well-rounded manner through observation, analysis, experiment, innovation and expression. This study is expected to facilitate relevant studies.
随着信息技术的发展,大数据已经渗透到各行各业的各个角落,在当今世界的机遇与挑战中,利用大数据已成为高校实践教育改革的主导趋势。众所周知,以实践为导向的大学是以学生为导向的。透视课程是设计专业的一门基础课程。因此,本研究对该课程存在的问题进行了探讨,并在大数据的支持下,对该课程的教学内容、教学方法和培养模式进行了改革。通过在线学习平台和问卷调查,获取了大量来自不同来源的数据,并对这些数据进行处理,帮助教师从不同的角度分析教学效果,从而设计出连贯的教学模块,全面的教学方法和科学的培训计划。通过观察、分析、实验、创新和表达,使学生掌握透视的本质,拓展知识的深度和广度。本研究可望为相关研究提供参考。
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引用次数: 0
Reliability and validity of revised scale -the Coping Strategies Scale after COVID-19 based on SPSS 18.0 and AMOS 22.0 基于SPSS 18.0和AMOS 22.0的新冠肺炎应对策略量表的信度和效度
Ting Wang, Xingyu Liu, Ruochen Wang, Xinyi Pan, Fengming Zhang
A cross-section research was conducted on 1969 participants in February 2020 who were randomly selected from public in China. This study evaluated the reliability and validity of revised scale-the Coping Strategies Scale after COVID-19 (CSSC) by using the sample of 420 Chinese from the research. The purpose of the questionnaire revision was to measure people's coping strategies under the threat of COVID-19. Exploratory factor analyses were performed on 200 participants, and confirmatory factor analysis were on 220 participants. SPSS version 18.0 and AMOS 22.0 were used to analyze the data. Regarding the reliability of the scale, internal consistency revealed acceptable coefficient. The T -test was also used to examine the discrimination of the items. The exploratory factor analysis revealed that the scale was suitable for the application of factor analysis. Confirmatory factor analysis via Amos 22.0 was distinguished three dimensions for CSSC: distract, maintain, and escape (GFI=.96; AGFI=.93; RMR=.07; TLI=.95; NFI=.90; RMSEA=.05). The Cronbach's coefficient of the total scale was.79. The revised CSSC shows appropriate structural validity and relatively appropriate reliability, which can be used to measure coping strategies.
本文于2020年2月在全国范围内随机抽取1969名参与者进行了横断面研究。本研究以420名研究对象为样本,对修订后的新冠肺炎应对策略量表(CSSC)进行信度和效度评估。问卷修订的目的是衡量人们在COVID-19威胁下的应对策略。对200名参与者进行探索性因素分析,对220名参与者进行验证性因素分析。采用SPSS 18.0和AMOS 22.0对数据进行分析。对于量表的信度,内部一致性显示可接受系数。采用T检验检验项目的辨别性。探索性因子分析表明,该量表适合因子分析的应用。通过Amos 22.0进行验证性因子分析,区分出CSSC的三个维度:分散、维持和逃避(GFI= 0.96;AGFI = iseq指数;RMR = 07;TLI = .95;NFI = .90;RMSEA = . 05)。总量表的Cronbach系数为。79。修订后的CSSC具有适当的结构效度和相对适当的信度,可以用来衡量应对策略。
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引用次数: 0
Research on the influence of Student Role Stress on Learning Satisfaction in Blended Learning Based on SPSS21.0 and Amos24.0 基于SPSS21.0和Amos24.0的混合学习中学生角色压力对学习满意度的影响研究
Yang Guibin, Li Jinyang
With the reform and development of teaching methods, blended teaching is required to focus on cultivating students' inquiry based learning and personalized learning ability. Based on the background of blended teaching, this paper takes undergraduates in colleges and universities as the research sample and gets 310 valid collected questionnaires. Then, SPSS21.0 and AMOS24.0 are utilized to analyze the sample data and explore the influence mechanism of the role pressure perceived by students under the hybrid teaching mode on learning satisfaction and construct an analysis model based on the mediating role of learning burnout. The research results show that role pressure has a significant negative impact on learning satisfaction. Learning burnout plays a mediating role in the relationship between role ambiguity, role conflict, role overcharge, and learning satisfaction. This research clarifies the relationship between role pressure, learning burnout, and learning satisfaction, explains the mechanism of role pressure on learning satisfaction, and can provide theoretical guidance for future blended teaching practices.
随着教学方法的改革和发展,要求混合式教学注重培养学生的研究性学习和个性化学习能力。本文以混合式教学为背景,以高校本科生为研究样本,收集有效问卷310份。然后利用SPSS21.0和AMOS24.0对样本数据进行分析,探索混合教学模式下学生感知的角色压力对学习满意度的影响机制,构建基于学习倦怠中介作用的分析模型。研究结果表明,角色压力对学习满意度有显著的负向影响。学习倦怠在角色模糊、角色冲突、角色过度负担与学习满意度的关系中起中介作用。本研究明确了角色压力、学习倦怠和学习满意度之间的关系,解释了角色压力对学习满意度的影响机制,可以为今后的混合式教学实践提供理论指导。
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引用次数: 0
Research Focus of Publishing Management Using CSSCI Literature Data Based on Visual Knowledge Map Software 基于可视化知识地图软件的CSSCI文献数据出版管理研究重点
Nan Zhu, Shuang Liu, Fan Qu, Xueyan Wang
In order to explore the hotspot and research trend of publishing management, this paper adopts the method of bibliometrics method and the software of CiteSpace visual knowledge map to analyze the CSSCI retrieval papers on the subject of publishing management in the past 10 years and makes a generalization and summarization according to the analysis results. It is found that the hot issues of publishing management can be summarized into four core subjects: publishing unit, publishing technology, publishing industry and publishing products. It is suggested that the future research on publishing management should be based on the situation of China and carry out in-depth research from four aspects: focusing on publishing units, keeping up with the development of technology, paying attention to industry trends and improving publishing products.
为了探究出版管理的研究热点和研究趋势,本文采用文献计量学方法和CiteSpace可视化知识地图软件,对近10年来以出版管理为主题的CSSCI检索论文进行了分析,并根据分析结果进行了概括和总结。研究发现,出版管理的热点问题可以概括为出版单位、出版技术、出版产业和出版产品四个核心主题。建议未来出版管理研究应立足中国国情,从关注出版单位、紧跟技术发展、关注行业趋势、改进出版产品四个方面进行深入研究。
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引用次数: 0
Knowledge Management in SPOC Teaching Ecology: A Perspective of Structure Optimization SPOC教学生态中的知识管理:结构优化视角
Tian-cai He, F. Su
Knowledge as one kind of nature resources, it is becoming more crucial in producing modern wealth. How to manage knowledge resources is a key element to the organization competitiveness. Classroom is an intensive field where knowledge conglomeration. For a traditional classroom, affecting by the central-peripheral structure of teachers and students, the allocation of knowledge resources takes the form of uneven and non-ecological state. In the SPOC teaching mode, knowledge allocation is design for student's studying and their absorbing. Since the forms of knowledge resources are diversified and fragmented in the information times, and its allocation taking the forms of multi-centered and decentralized. Knowledge resources are distributed in a whole teaching process instead of only in teaching classes. It is more reasonable and more optimized than that of traditional classroom.
知识作为一种自然资源,在创造现代财富中发挥着越来越重要的作用。如何管理知识资源是决定组织竞争力的关键因素。课堂是知识聚集的密集场所。对于传统课堂而言,受师生中心-外围结构的影响,知识资源的配置呈现出不均衡的非生态状态。在SPOC教学模式中,知识分配是为了学生的学习和吸收而设计的。由于信息时代知识资源的形态呈现多元化和碎片化,其配置呈现多中心和分散的形式。知识资源分布在整个教学过程中,而不仅仅是在课堂上。它比传统的课堂教学更合理、更优化。
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引用次数: 0
A Machine Learning Model for Product Fraud Detection Based On SVM 基于SVM的产品欺诈检测机器学习模型
Yiyang Dong, Keyu Xie, Zhan Bohan, Lan-Hui Lin
With the rise of IoT technology, more and more companies use this technology for daily work production. This technology will generate large amounts of data during the application process. If data can be used wisely, it will help companies make better decisions. It is very meaningful to establish a model based on supply chain data to determine whether there is fraud in the product transaction process. It can help merchants in the supply chain avoid fraud, default and credit risk, and improve market order. In this paper, we propose a fraud prediction model based on the SVM classification model. Due to the large amount of data provided by the materials, we first perform feature engineering on the data to obtain processed data that can be used for modeling, and then use the SVM classification model algorithm for data classification and regression. Experiments show that the accuracy of the SVM classification model is 98.61. Compared with logistic regression model and naive Bayes model, it has better data classification and regression capabilities.
随着物联网技术的兴起,越来越多的公司将这项技术用于日常工作生产。该技术将在应用过程中产生大量的数据。如果数据可以被明智地使用,它将帮助公司做出更好的决策。建立基于供应链数据的模型来判断产品交易过程中是否存在欺诈行为是非常有意义的。它可以帮助供应链上的商家避免欺诈、违约和信用风险,改善市场秩序。本文提出了一种基于SVM分类模型的欺诈预测模型。由于材料提供的数据量较大,我们首先对数据进行特征工程处理,得到可以用于建模的处理数据,然后使用SVM分类模型算法对数据进行分类和回归。实验表明,该SVM分类模型的准确率为98.61。与逻辑回归模型和朴素贝叶斯模型相比,具有更好的数据分类和回归能力。
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引用次数: 1
Construction and Thinking of the “Course of Remote Sensing Principles and Applications” in Higher Vocational College 高职院校“遥感原理与应用课程”的建设与思考
Jie Lv
With the development of science and technology, remote sensing technology is changing the face of traditional surveying and mapping industry gradually. Remote sensing technology refers to a modern comprehensive technology that receives electromagnetic wave information from various ground objects on the earth's surface from high altitude or outer space, and scans, photographs, transmits and processes the information, thereby remotely controlling, measuring and identify various ground objects and phenomena on the earth's surface. In recent years, with the country's investment in satellite industry, remote sensing has gradually attracted people's attention, and colleges and universities have gradually strengthened the importance of remote sensing courses. Based on introducing the characteristics of the course of remote sensing principle and application, combining with the requirements of the course construction scheme and the teaching status of higher vocational colleges, this paper discusses the construction ideas of the course of remote sensing principle and application from the aspects of optimizing the course content, changing the teaching methods, and strengthening the practice links.
随着科学技术的发展,遥感技术正逐渐改变着传统测绘行业的面貌。遥感技术是指从高空或外太空接收来自地球表面各种地面物体的电磁波信息,并对其进行扫描、拍照、传输和处理,从而远程控制、测量和识别地球表面各种地面物体和现象的现代综合技术。近年来,随着国家对卫星产业的投入,遥感逐渐受到人们的重视,高校也逐渐加强了遥感课程的重要性。在介绍《遥感原理与应用》课程特点的基础上,结合课程建设方案的要求和高职院校的教学现状,从优化课程内容、改变教学方法、加强实践环节等方面探讨了《遥感原理与应用》课程的建设思路。
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引用次数: 0
Evaluation Research on Online and Offline Blended Teaching of Organic Chemistry Based on Logistic Model 基于Logistic模型的有机化学线上线下混合教学评价研究
Ali Tao, Xuehua Feng, Zurong Song, Shengnan Li, Xiangdong Wu
The MOOC-based online and offline blended teaching model has gradually adapted to the needs for educational environment in the new era, and provided conditions for students' individualized learning. Student performance in organic chemistry learning was taken as the dependent variable to investigate the influence of online and offline blended teaching means on the teaching effect of organic chemistry based on the Logistics model. The results show that the online and offline blended teaching model makes it possible for teachers to acquire the teaching feedbacks timely and comprehensively, and enhances the teacher-student interaction and student-student interaction. Moreover, it obviously motivates students' learning initiatives and significantly elevates their attainment level in the organic chemistry course. Meanwhile, this research has also provided an effective teaching model reference for the first-class online and offline blended course construction with respect to organic chemistry.
基于mooc的线上线下混合教学模式逐渐适应了新时代教育环境的需求,为学生的个性化学习提供了条件。以学生有机化学学习成绩为因变量,基于logistic模型研究了线上线下混合教学方式对有机化学教学效果的影响。结果表明,线上线下混合教学模式使教师能够及时、全面地获取教学反馈,增强了师生互动和师生互动。此外,它能明显地激发学生的学习积极性,显著提高学生在有机化学课程中的学习水平。同时,本研究也为一流的有机化学线上线下混合课程建设提供了有效的教学模式参考。
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引用次数: 1
Research on the Teaching Mode of Educational Psychology in Universities based on The Internet 基于互联网的高校教育心理学教学模式研究
Huang Rongfeng, Gao Chaomin
Through the analysis of necessity of teaching mode reform based on the web-based course of education psychology in Universities, we have proposed a hybrid of teaching mode. Then students conducted a questionnaire survey on the pattern recognition, fitness, educational degree, degree of satisfaction of college. SPSS21.0 was used to analyze the survey results, and it was found that the majority of college students had low recognition, high fitness, a high degree of financial aid, and a low degree of satisfaction for the blended teaching mode of Educational Psychology. Given the reason for low satisfaction, this paper further discusses the shortcomings of the hybrid teaching mode and finds that most of the students' dissatisfaction with this teaching mode is mainly focused on “teaching pertinence”.
通过对高校《教育心理学》网络课程教学模式改革必要性的分析,提出了一种混合式教学模式。然后对大学生进行模式识别、适合度、受教育程度、大学满意度的问卷调查。运用SPSS21.0对调查结果进行分析,发现大部分大学生对《教育心理学》混合式教学模式的认知度低、适应度高、资助度高、满意度低。针对满意度低的原因,本文进一步探讨了混合式教学模式的不足,发现学生对混合式教学模式的不满主要集中在“教学针对性”上。
{"title":"Research on the Teaching Mode of Educational Psychology in Universities based on The Internet","authors":"Huang Rongfeng, Gao Chaomin","doi":"10.1109/ICEKIM52309.2021.00015","DOIUrl":"https://doi.org/10.1109/ICEKIM52309.2021.00015","url":null,"abstract":"Through the analysis of necessity of teaching mode reform based on the web-based course of education psychology in Universities, we have proposed a hybrid of teaching mode. Then students conducted a questionnaire survey on the pattern recognition, fitness, educational degree, degree of satisfaction of college. SPSS21.0 was used to analyze the survey results, and it was found that the majority of college students had low recognition, high fitness, a high degree of financial aid, and a low degree of satisfaction for the blended teaching mode of Educational Psychology. Given the reason for low satisfaction, this paper further discusses the shortcomings of the hybrid teaching mode and finds that most of the students' dissatisfaction with this teaching mode is mainly focused on “teaching pertinence”.","PeriodicalId":337654,"journal":{"name":"2021 2nd International Conference on Education, Knowledge and Information Management (ICEKIM)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128521528","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
期刊
2021 2nd International Conference on Education, Knowledge and Information Management (ICEKIM)
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