Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00025
Lin Shi, Meifeng Han, Dan Wei
The web crawler technology obtains data from experiment such as learner-curriculum interaction data, course content data and knowledge map. After crawling the data from the network, the data cleaning work is carried out, which is to analyse, sort, calculate and edit various raw data. Finally, the processed data is stored as data files, and the collection of relevant basic data sets of curriculum recommendation is completed. In this paper, the online curriculum management system of higher education based on the design of mobile platform adopts the recommendation model of knowledge map enhancement Ripple_mlp and its improved model Rippk_mlP+. Firstly, the common algorithms of curriculum recommendation are analyzed, and the source of ideas for the construction of new model is described. Then, the scenario of curriculum recommendation is defined in abstract, and the overall framework of the model is summarized, and the specific contents of the four parts of the model are described in detail. Then, based on the feature of "one to many" in the course recommendation area, the paper introduces Co-net into Ripple_mlp model to optimize it. Finally, the optimization method of the model is introduced.
{"title":"Online Curriculum Management of Higher Education Under Mobile Platform","authors":"Lin Shi, Meifeng Han, Dan Wei","doi":"10.1109/CTMCD53128.2021.00025","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00025","url":null,"abstract":"The web crawler technology obtains data from experiment such as learner-curriculum interaction data, course content data and knowledge map. After crawling the data from the network, the data cleaning work is carried out, which is to analyse, sort, calculate and edit various raw data. Finally, the processed data is stored as data files, and the collection of relevant basic data sets of curriculum recommendation is completed. In this paper, the online curriculum management system of higher education based on the design of mobile platform adopts the recommendation model of knowledge map enhancement Ripple_mlp and its improved model Rippk_mlP+. Firstly, the common algorithms of curriculum recommendation are analyzed, and the source of ideas for the construction of new model is described. Then, the scenario of curriculum recommendation is defined in abstract, and the overall framework of the model is summarized, and the specific contents of the four parts of the model are described in detail. Then, based on the feature of \"one to many\" in the course recommendation area, the paper introduces Co-net into Ripple_mlp model to optimize it. Finally, the optimization method of the model is introduced.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132282337","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00012
Xueli Zhang
At present, the interior design computer effect drawing is divided into two ways. The first is the ubiquitous multi-software production scheme. The scheme uses two-dimensional software autoCAD or CAD software to provide basic drawing information, and then uses three-dimensional software 3 DMANX to make three-dimensional drawings. In addition, the model is rendered by VARY Tenderer. Finally, the overall modeling effect is rendered by PS technology. Although this scheme is a widely chosen production process for producers, there are still unreasonable problems, including size, modeling sequence, modeling test and mapping efficiency. The second is the CASD software developed by the Chinese Academy of Architectural Sciences, which has the characteristics of super integration and precision, and is more efficient and practical than the previous production process. Therefore, this paper will optimize and improve the two cartographic schemes in the above market.
{"title":"Optimization Strategy of Computer Effect Drawing Process in Interior Design","authors":"Xueli Zhang","doi":"10.1109/CTMCD53128.2021.00012","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00012","url":null,"abstract":"At present, the interior design computer effect drawing is divided into two ways. The first is the ubiquitous multi-software production scheme. The scheme uses two-dimensional software autoCAD or CAD software to provide basic drawing information, and then uses three-dimensional software 3 DMANX to make three-dimensional drawings. In addition, the model is rendered by VARY Tenderer. Finally, the overall modeling effect is rendered by PS technology. Although this scheme is a widely chosen production process for producers, there are still unreasonable problems, including size, modeling sequence, modeling test and mapping efficiency. The second is the CASD software developed by the Chinese Academy of Architectural Sciences, which has the characteristics of super integration and precision, and is more efficient and practical than the previous production process. Therefore, this paper will optimize and improve the two cartographic schemes in the above market.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115075046","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00052
Min Wang, Mingming Wang
Purpose Research the application of "slow design" concept in packaging design. Method Discuss the features that are integrated with the "slow design" concept combining with the current packaging situation on the market,, and analyze the packaging design methods from the modeling structure of food packaging, environmentally friendly materials, and sensory experience. in conclusion By applying the concept of "slow design" to food packaging design, it guides people to return to the essence of life, inspires people to protect the environment, and enhances the emotional communication between packaging and people.
{"title":"Research on the Application of \"Slow Design\"","authors":"Min Wang, Mingming Wang","doi":"10.1109/CTMCD53128.2021.00052","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00052","url":null,"abstract":"Purpose Research the application of \"slow design\" concept in packaging design. Method Discuss the features that are integrated with the \"slow design\" concept combining with the current packaging situation on the market,, and analyze the packaging design methods from the modeling structure of food packaging, environmentally friendly materials, and sensory experience. in conclusion By applying the concept of \"slow design\" to food packaging design, it guides people to return to the essence of life, inspires people to protect the environment, and enhances the emotional communication between packaging and people.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116673884","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00074
Feiyan Jiang
With the continuous development of technology, digital media has gradually emerged. This new lifestyle is gradually replacing the traditional lifestyle. From daily bus and taxi rides to trips and hotel reservations, digital life has become one of the mainstream lifestyles. As digital media plays a mainstay role in mass communication, we should further strengthen the UI interactive design of digital media art, increase customer experience, and improve feedback effects.
{"title":"Research on UI Interactivity in Digital Media Art","authors":"Feiyan Jiang","doi":"10.1109/CTMCD53128.2021.00074","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00074","url":null,"abstract":"With the continuous development of technology, digital media has gradually emerged. This new lifestyle is gradually replacing the traditional lifestyle. From daily bus and taxi rides to trips and hotel reservations, digital life has become one of the mainstream lifestyles. As digital media plays a mainstay role in mass communication, we should further strengthen the UI interactive design of digital media art, increase customer experience, and improve feedback effects.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123736441","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00050
Yile Chen, Lina Yan
This article starts with the research of Patane Library in Macau Peninsula, which has been successfully restored and revitalized. The characteristics of Macau varanda buildings are discussed from its evolution, comparison before and after project restoration, and difficulties in restoration design. In the end, it summarized the ideas of revitalization, and provided some references for the subsequent restoration and design of varanda buildings in Macau and even South China.
{"title":"Analysis on the Restoration Project and Revitalization Design of Macau Varanda Building : ——Take the Patane Library as an example","authors":"Yile Chen, Lina Yan","doi":"10.1109/CTMCD53128.2021.00050","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00050","url":null,"abstract":"This article starts with the research of Patane Library in Macau Peninsula, which has been successfully restored and revitalized. The characteristics of Macau varanda buildings are discussed from its evolution, comparison before and after project restoration, and difficulties in restoration design. In the end, it summarized the ideas of revitalization, and provided some references for the subsequent restoration and design of varanda buildings in Macau and even South China.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124182270","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00072
Fang Xin, Cao Yi meng, Xu Ying
Vehicle path problem (VRP) is a famous research direction in optimization research. Its variants Rich-VRP combine multiple constraints to solve practical problems, which is of great significance to the logistics industry. In this paper, 50 and 100 orders are randomly set. A selection column generation algorithm is used to solve the large-scale VRP problem with a hard time window constraint. Meanwhile, 100 customers’ satisfaction with distribution service was summarized by statistical method, and the normal distribution of customer satisfaction was found. Finally, according to the results, the advantages and disadvantages of the column generation algorithm and its application value are analyzed.
{"title":"Study on optimization of vehicle distribution path with time window constraint based on column generation algorithm","authors":"Fang Xin, Cao Yi meng, Xu Ying","doi":"10.1109/CTMCD53128.2021.00072","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00072","url":null,"abstract":"Vehicle path problem (VRP) is a famous research direction in optimization research. Its variants Rich-VRP combine multiple constraints to solve practical problems, which is of great significance to the logistics industry. In this paper, 50 and 100 orders are randomly set. A selection column generation algorithm is used to solve the large-scale VRP problem with a hard time window constraint. Meanwhile, 100 customers’ satisfaction with distribution service was summarized by statistical method, and the normal distribution of customer satisfaction was found. Finally, according to the results, the advantages and disadvantages of the column generation algorithm and its application value are analyzed.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130608753","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00036
Quan Xu, Congwang Kong, Ming Xian, Jian Liu, Ziyuan Li, Guangyu Chen
The situation of cyber space confrontation is becoming more and more serious. As an important platform for information security ability training, the research on cyber range has become a hot topic in various countries and academia. Based on 1736 articles related to online cyber range collected in the core database of Web of Science in the past 20 years, the knowledge mapping analysis is carried out by using Bibliometric, Citespace, and VOSviewer visualization software from four aspects of the total number of published articles, countries, co-citation and keywords.
网络空间对抗形势日益严峻。网络靶场作为信息安全能力培养的重要平台，已成为各国和学术界研究的热点。基于Web of Science核心数据库近20年来收录的1736篇在线网络领域相关文章，运用Bibliometric、Citespace和VOSviewer可视化软件，从发文总量、国家、共被引和关键词四个方面进行知识图谱分析。
{"title":"Cyber Range Research Based on Scientific Knowledge Map","authors":"Quan Xu, Congwang Kong, Ming Xian, Jian Liu, Ziyuan Li, Guangyu Chen","doi":"10.1109/CTMCD53128.2021.00036","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00036","url":null,"abstract":"The situation of cyber space confrontation is becoming more and more serious. As an important platform for information security ability training, the research on cyber range has become a hot topic in various countries and academia. Based on 1736 articles related to online cyber range collected in the core database of Web of Science in the past 20 years, the knowledge mapping analysis is carried out by using Bibliometric, Citespace, and VOSviewer visualization software from four aspects of the total number of published articles, countries, co-citation and keywords.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132383155","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00048
Yin Jing, Lei Ye, Lin Zhu
Compare the advantages of digital technology over traditional footwear design and manufacturing and analyze the impact it has on footwear design and processes. The use of computer-aided design can reduce the error rate in the shoe product design process and improve reproducibility and accuracy; virtual prototype technology, replacing the physical prototype of the product, and advanced simulation technology shortens the production cycle; 3D scanning technology is used in foot data collection, thus making the shoe last data more accurate and making it more capable of meeting the "human-machine "Additive manufacturing technology is used in the model making of shoes to improve the accuracy of the mold and make up for the shortage of traditional shoe making methods. Try through the digital technology can change the design and manufacturing method of footwear industry, and then improve the design and manufacturing level of footwear industry. It is expected to provide new ideas for the transformation of China’s footwear industry and footwear design and manufacturing, and to provide a methodological and theoretical basis for the subsequent research on footwear design under digital technology.
{"title":"The impact of digital technology on footwear design and manufacturing","authors":"Yin Jing, Lei Ye, Lin Zhu","doi":"10.1109/CTMCD53128.2021.00048","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00048","url":null,"abstract":"Compare the advantages of digital technology over traditional footwear design and manufacturing and analyze the impact it has on footwear design and processes. The use of computer-aided design can reduce the error rate in the shoe product design process and improve reproducibility and accuracy; virtual prototype technology, replacing the physical prototype of the product, and advanced simulation technology shortens the production cycle; 3D scanning technology is used in foot data collection, thus making the shoe last data more accurate and making it more capable of meeting the \"human-machine \"Additive manufacturing technology is used in the model making of shoes to improve the accuracy of the mold and make up for the shortage of traditional shoe making methods. Try through the digital technology can change the design and manufacturing method of footwear industry, and then improve the design and manufacturing level of footwear industry. It is expected to provide new ideas for the transformation of China’s footwear industry and footwear design and manufacturing, and to provide a methodological and theoretical basis for the subsequent research on footwear design under digital technology.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133032057","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00067
Tong Tian, Genlong Song, Xuan Chen, Yi Li
This paper presents an image feature extraction based monocular stereo vision method. According to the key feature-aware region of the image, the famous interactive segmentation method GrabCut is introduced. Combing with the image correction and affine transformation and stereoscopic generation, the method can get the resemble 3D vision effect include with the shadow generating and object folding from the original cut apart region in 2D space. The algorithm of image feature-aware monocular stereo vision is high effective and efficiency by experiment with several different background complexity samples. It’s readable and interesting in the usage of virtual reality and augment reality. Especially in the field of digital culture publication and naked eye 3D display, has great application value.
{"title":"Monocular Stereo Vision of Image Feature-aware Interactive Generation","authors":"Tong Tian, Genlong Song, Xuan Chen, Yi Li","doi":"10.1109/CTMCD53128.2021.00067","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00067","url":null,"abstract":"This paper presents an image feature extraction based monocular stereo vision method. According to the key feature-aware region of the image, the famous interactive segmentation method GrabCut is introduced. Combing with the image correction and affine transformation and stereoscopic generation, the method can get the resemble 3D vision effect include with the shadow generating and object folding from the original cut apart region in 2D space. The algorithm of image feature-aware monocular stereo vision is high effective and efficiency by experiment with several different background complexity samples. It’s readable and interesting in the usage of virtual reality and augment reality. Especially in the field of digital culture publication and naked eye 3D display, has great application value.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128461093","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}
Pub Date : 2021-04-01DOI: 10.1109/CTMCD53128.2021.00043
Yang Shen
At this stage,with the continuous development of science and technology, artificial intelligence has been applied in many fields, this also includes computer network technology, which strengthens the work efficiency of the entire computer system and better meets the needs of individuals and the times. Based on the previous work experience, this paper summarizes the application advantages of artificial intelligence, and from the establishment of intelligent firewall, application in data information management, artificial immunity and data fusion, generation of intelligent intrusion detection,establishing rule production expert system in the era of big data , system maintenance in the six areas of application, it discusses the specific application of artificial intelligence in computer network technology in the era of big data.
{"title":"The application of artificial intelligence in computer network technology in the era of big data","authors":"Yang Shen","doi":"10.1109/CTMCD53128.2021.00043","DOIUrl":"https://doi.org/10.1109/CTMCD53128.2021.00043","url":null,"abstract":"At this stage,with the continuous development of science and technology, artificial intelligence has been applied in many fields, this also includes computer network technology, which strengthens the work efficiency of the entire computer system and better meets the needs of individuals and the times. Based on the previous work experience, this paper summarizes the application advantages of artificial intelligence, and from the establishment of intelligent firewall, application in data information management, artificial immunity and data fusion, generation of intelligent intrusion detection,establishing rule production expert system in the era of big data , system maintenance in the six areas of application, it discusses the specific application of artificial intelligence in computer network technology in the era of big data.","PeriodicalId":298084,"journal":{"name":"2021 International Conference on Computer Technology and Media Convergence Design (CTMCD)","volume":"212 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117299245","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}
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