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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
Research on the Application of Virtual Reality Technology in the Teaching Model 虚拟现实技术在教学模式中的应用研究
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845411
Jie Jiang, Lei Zeng
{"title":"Research on the Application of Virtual Reality Technology in the Teaching Model","authors":"Jie Jiang, Lei Zeng","doi":"10.1109/ICCSE.2019.8845411","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845411","url":null,"abstract":"This paper summarizes the advantages of virtual reality technology in the teaching of this course by analyzing the teaching characteristics, teaching means and methods, and teaching resources of this course. On this basis, the paper puts forward the gamification teaching, theory explanation and virtual training, virtual teaching and classroom communication teaching mode based on virtual reality technology.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"106 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":"125606473","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
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
A Match Method of Encircled Marker-Points on External Store Model 外部存储模型上圈点匹配方法
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845460
Danzhou, Xiucheng Dong, Fan Zhang, Wei Chen
{"title":"A Match Method of Encircled Marker-Points on External Store Model","authors":"Danzhou, Xiucheng Dong, Fan Zhang, Wei Chen","doi":"10.1109/ICCSE.2019.8845460","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845460","url":null,"abstract":"In the high-speed and complex flow circumstance, the recognition, location and matching of the encircled markerpoints on the aircraft external store model are the important basic data for determining the separation characteristics of the model and the flight trajectory. In order to solve the matching problem of the marker-points on the small-sized external store, a algorithm of encoding and decoding with encircling markerpoints is proposed. The decoding algorithm calculates the distance of marker-points between head and tail and the direction vector to match the homonymous points. Such algorithm has the advantages of keeping the aerodynamic shape, easy to implement, and low cost. The experiments show that the decoding accuracy is higher than 94% in circumstance of long distance and large field of view, complex background and high ambiguity. In addition, the efficiency of decoding is also improved. By applying the decoding with encircling marker-points in the monocular vision measurement system, the experiments show that the proposed method can achieve fast recognition and high-precision matching. It has engineering practical value.","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":"131717114","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
Segmentation of Punjabi Text into Prosodic Unit 旁遮普语文本的韵律单元分割
2019 14th International Conference on Computer Science & Education (ICCSE) Pub Date : 2019-08-01 DOI: 10.1109/ICCSE.2019.8845439
Navdeep Kaur, Parminder Singh
{"title":"Segmentation of Punjabi Text into Prosodic Unit","authors":"Navdeep Kaur, Parminder Singh","doi":"10.1109/ICCSE.2019.8845439","DOIUrl":"https://doi.org/10.1109/ICCSE.2019.8845439","url":null,"abstract":"Naturalness of synthesized speech is defined in terms of accurate pronunciation of words, whether the stress is given to the right word and are the nasal sound words are spoken properly. It is the task of text analysis phase of speech synthesizer to generate linguistic representations of written text by considering nasality, stress and pronunciation of words. As there is difference in written and verbalization form of text. So, text analyser performs text normalization i.e. some preprocessing on written text to transform text into its verbalization form. Some pre-processing tasks performed are date expansion, numeral expansion, alphanumeric expansion, abbreviation expansion, and phonological translation. The vowel-consonant sequence of normalized text is generated that is used to guide the process of segmenting the text into prosodic units (graphemes) and generation the linguistic representation of text.","PeriodicalId":351346,"journal":{"name":"2019 14th International Conference on Computer Science & Education (ICCSE)","volume":"10 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":"132042845","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: 1
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