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2019 14th International Conference on Computer Science & Education (ICCSE)最新文献

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Research and Application of a High-efficiency Teaching Framework Based on Smart Classroom 基于智能课堂的高效教学框架研究与应用
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845425
Huayue Yan, Bin Yang
{"title":"Research and Application of a High-efficiency Teaching Framework Based on Smart Classroom","authors":"Huayue Yan, Bin Yang","doi":"10.1109/ICCSE.2019.8845425","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845425","url":null,"abstract":"Advanced information technology and educational technology are used in Smart Classroom. More and more educators are paying attention to and studying how to combine the two reasonably and exert the best effect. At present, the widely accepted teaching model based on Smart Classroom is \"Pre-class + In-class + After-class\". The results of practice show that not all the knowledge is suitable for this model and its teaching efficiency can be further improved. In order to make Smart Classroom more efficient, this paper proposes a teaching framework based on Smart Classroom, and designs different teaching models for different types of knowledge under this framework. The results of practice show that the teaching efficiency of the proposed framework is more remarkable.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116147984","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: 2
Differential Evolution Algorithm Based on a Competition Scheme 基于竞争方案的差分进化算法
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845065
S. J. Mousavirad, S. Rahnamayan
{"title":"Differential Evolution Algorithm Based on a Competition Scheme","authors":"S. J. Mousavirad, S. Rahnamayan","doi":"10.1109/ICCSE.2019.8845065","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845065","url":null,"abstract":"Differential Evolution (DE) is a simple yet powerful population-based metaheuristic algorithm to solve global optimization problems. In this paper, a novel differential evolution is proposed based on the competition among candidate solutions. In the proposed algorithm, the candidate solutions are divided into two groups including losers and winners based on a competition among candidate solutions. Winners generate new candidate solutions based on the DE’s standard mutation and crossover operators, whereas losers learn from the winners. To this end, both crossover and mutation are changed for the loser ones. Competition is not performed in each iteration. In this regard, a new control parameter representing the competition period is introduced. We assess the performance of the proposed algorithm on CEC2017 benchmark functions with three dimensions of 30, 50, and 100. The experimental results verify the effectiveness of the proposed algorithm on the majority of the benchmark functions.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116643148","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: 13
A Research on the Education Mode of Innovative Software Talents Oriented to Emerging Engineering 面向新兴工程的创新型软件人才培养模式研究
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845451
Huan Zhao, Jingke She, Zhiyong Li, Huigui Rong, Xun He, Naizheng Bian
{"title":"A Research on the Education Mode of Innovative Software Talents Oriented to Emerging Engineering","authors":"Huan Zhao, Jingke She, Zhiyong Li, Huigui Rong, Xun He, Naizheng Bian","doi":"10.1109/ICCSE.2019.8845451","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845451","url":null,"abstract":"The new generation of technologies, represented by cloud computing, artificial intelligence (AI), internet of things (IoT), and mobile internet, is driving the great renovation of human society as well as the rapid development of new economy and new industries. New requirements are then emerged for the software engineering education at this new era. Hunan University (HNU) relies on outstanding platforms, such as the National Demonstration Software College, the National Featured Software Engineering Major, and the National Pilot Zone for Software Talents Education, carrying out researches on teaching mode renovation, course scheme renovation, and practice scheme renovation within a series of teaching renovation projects. As a result, the Innovative Software Talents (IST) education scheme has been established with accountable achievements and it also has been widely introduced, demonstrated, and applied among Chinese universities.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121721097","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: 4
Edge Intelligence based Co-training of CNN 基于边缘智能的CNN协同训练
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845531
Feiyi Xie, Aidong Xu, Yixin Jiang, Songlin Chen, Runfa Liao, Hong Wen
{"title":"Edge Intelligence based Co-training of CNN","authors":"Feiyi Xie, Aidong Xu, Yixin Jiang, Songlin Chen, Runfa Liao, Hong Wen","doi":"10.1109/ICCSE.2019.8845531","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845531","url":null,"abstract":"Improving training efficiency is a long-term major topic of neural network. With the popularity of intelligent terminal devices, such as smart phones and smart household electrical appliances, edge computing is gradually developing to edge intelligence (EI), which provides support to multiple terminals and play a role of a mini cloud. By making full use of the computing power of intelligent terminals in EI, while cooperating with edge servers, the training efficiency of convolution neural network (CNN) can effectively be improved. In this paper, an EI based co-training model between the edge server and intelligent terminals is proposed. The edge server and terminals propagate part of the CNN separately to accelerate the training of the CNN. Running time is greatly cut down by the division of CNN and simultaneous propagation of multiple terminals.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123795994","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: 8
Innovative Talent Cultivation Pattern of Software Engineering under Internet Plus 互联网+下软件工程创新人才培养模式
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845442
Huigui Rong, Shiyong Li, Sheng Xiao, Naizheng Bian, Hang Li
{"title":"Innovative Talent Cultivation Pattern of Software Engineering under Internet Plus","authors":"Huigui Rong, Shiyong Li, Sheng Xiao, Naizheng Bian, Hang Li","doi":"10.1109/ICCSE.2019.8845442","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845442","url":null,"abstract":"Recently, the combination of between Internet and the traditional business shows a fast development trend, and this further accelerates the fusion of IT technology and business applications. Therefore, multiple new innovative applications emerge for better serving daily life of the public. Facing this new demand and trend, our talent cultivation pattern of traditional software engineering no longer meets the current innovative needs. Therefore, it is urgent to explore the new talent cultivation pattern from the traditional software engineering to the one of internet plus pattern. This paper focuses on the new characteristics of software engineering education under Internet plus environment, and designs innovative methods for improving the talent cultivation of software engineering under the perspective of Internet plus. Furthermore, we build a new talent cultivation framework and propose an innovative talent pattern by analyzing the shortage of existing talent cultivation pattern. We cultivate more innovative software talents by this pattern, and further promote the development of innovation and entrepreneurship.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122819699","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: 2
Research of the Teachers’ Behavior in Blended Teaching under “Internet + Education” “互联网+教育”下教师混合教学行为研究
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845509
Xiaoying Li, Changlong Gu, Huan Zhao, Juan Chen
{"title":"Research of the Teachers’ Behavior in Blended Teaching under “Internet + Education”","authors":"Xiaoying Li, Changlong Gu, Huan Zhao, Juan Chen","doi":"10.1109/ICCSE.2019.8845509","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845509","url":null,"abstract":"Under the “Internet + education” environment, blended learning model is more and more widely used in China’s higher education. Blended learning combines the online learning and classroom face-to-face teaching, and take advantage of their respective strengths. Teachers are the facilitators and promotors of learning. Students are the main body. Blended learning can effectively stimulate students’ enthusiasm for learning, improve students’ self-learning ability and innovative ability, and improve learning efficiency. This paper researches and analyzes the teaching behavior of teachers and points out the issues that should be noted in blended learning.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114522238","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 Heuristic Hybrid Recommended Order Modle 一种启发式混合推荐排序模型
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845052
Yi Yang, Baolin Li, Jianqiao Hu
{"title":"A Heuristic Hybrid Recommended Order Modle","authors":"Yi Yang, Baolin Li, Jianqiao Hu","doi":"10.1109/ICCSE.2019.8845052","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845052","url":null,"abstract":"As the informationized trend is developing toward intelligentized one in catering industry, the targeted ordering recommendation provide for customer based on the technique of intelligent recommendation has turned into reality. Applying in the scenario of traditional Chinese food service, a heuristic and hybrid model in ordering recommendation is proposed. First, the association rules algorithm was adopted for obtaining the association rules of historically associated dishes combination and calculating their correlation degree. Second, applying the recommended algorithm based on dishes attributes to calculate the similarities of dishes in the database. Third, to calculate comprehensive scores of dishes and create the recommendation rules in accordance with their correlation degree and similarities. Finally, a recommended order list is shaped from both the dishes ordered and the recommendation rules concluded in the former step. The effectiveness and validation of the model and algorithm are being proved by real order data in Chinese restaurants. The data shows the model is better than traditional association rules in the aspects of recommendation precision and coverage when the dishes ordered reaching to certain amount.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116545097","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
Empirical Study on Rain Classroom: A Tool for Blended Learning in Higher Education 高等教育混合式学习工具——雨课堂的实证研究
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845461
Youjie Chen, Shuaiguo Wang, Xinjie Yu
{"title":"Empirical Study on Rain Classroom: A Tool for Blended Learning in Higher Education","authors":"Youjie Chen, Shuaiguo Wang, Xinjie Yu","doi":"10.1109/ICCSE.2019.8845461","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845461","url":null,"abstract":"An interactive learning tool named Rain Classroom was developed to facilitate teachers better implement blended learning and enhance communication between teachers and students. The paper presents its design principles, system architecture, and applications. An empirical study of 130 participants was conducted to evaluate the effectiveness of the tool. Positive results are shown both in students’ learning performances and attitudes toward Rain Classroom.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115121482","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
An Innovative Hardware Bridging Between Education and Industry 教育与工业之间的创新硬件桥梁
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845530
H. Ngo, T. Nguyen, Hung Nguyen, H. Ngo
{"title":"An Innovative Hardware Bridging Between Education and Industry","authors":"H. Ngo, T. Nguyen, Hung Nguyen, H. Ngo","doi":"10.1109/ICCSE.2019.8845530","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845530","url":null,"abstract":"Together with the significant leap in technologies, the interference among them make our lives more plentiful. Only a lone major could not last in current era. Instead of that, multidisciplinary approach becomes a novel trend in industrial evolution. In this paper, the collaboration in various fields in one platform is introduced as successful multidisciplinary model. All fields of study profit from this shared hardware, such as cost saving, obsessive partnership, municipal culture or communication. In addition, students are enhanced in their behaviors, for example community awareness, discipline knowledge or entrepreneunal mindset.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124705953","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: 2
Research on Leamers9 Eye Movements for Online Video Courses 在线视频课程中学习者眼球运动研究
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845375
Yuanhan Wang, Wei Xu, Xiaoqing Zhan, Wenqi Liu, Wei Liu, W. Cheng
{"title":"Research on Leamers9 Eye Movements for Online Video Courses","authors":"Yuanhan Wang, Wei Xu, Xiaoqing Zhan, Wenqi Liu, Wei Liu, W. Cheng","doi":"10.1109/ICCSE.2019.8845375","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845375","url":null,"abstract":"Among the presentation styles of online video courses, although Khan-style video has been proved to be effective by relevant research, it does not replace the dominant position of traditional PPT-style video in China. We compare and analyze Khan-style video and PPT-style video by questionnaire survey and eye movement experiment. For analysis method, we first propose the Voice-centric model, which realizes more dynamic and more accurate statistical analysis of learners’ eye movements in learning process. For experimental environment, we develop an experimental system to prepare experiments and process materials graphically. Results show that compared with PPT-style video, Khan-style video is better at helping learners increase the engagement and improve study score.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123109863","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
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