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2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)最新文献

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Statistically Analysis for the Stability of Various Protection Modes of Expansive Soil Cutting Slope 膨胀土路堑边坡各种防护方式稳定性的统计分析
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00084
Shengting Li, Lijian Wu, Xiaolin Bian, Chang-seob Song, Peng Li, Zhijie Han
{"title":"Statistically Analysis for the Stability of Various Protection Modes of Expansive Soil Cutting Slope","authors":"Shengting Li, Lijian Wu, Xiaolin Bian, Chang-seob Song, Peng Li, Zhijie Han","doi":"10.1109/ICVRIS.2019.00084","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00084","url":null,"abstract":"Expansive soils are widely distributed in southwest of China and are used frequently in highway construction. The stability of protection mode for expansive soil cutting slope is widely concerned by engineers. Through a large number of field research, laboratory tests, test section construction and monitoring, especially the use of statistical analysis, this research identified the most suitable protection mode is arch skeleton for expansive soil cutting slope of highway. According to the logistic regression, t-test, and other statistical analysis results, this study concluded that the slope stability rate reached 86.84% after protection with arch skeleton. Therefore, arch skeleton is significantly better than other modes of protection, p=0.0581. In addition, this study found that the height and slope rate had a great influence on the stability of expansive soil cutting slope. It is recommended that the slope rate of expansive soil cutting slope should not be steeper than 1:1.5 and the slope height should not exceed 6m.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127492437","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
Practice of a New Model Fusion Structure in Short Video Recommendation 一种新型模型融合结构在短视频推荐中的实践
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00015
J. Cheng, Ze-ping Li, Leipeng Wang, Qinyu Bian
{"title":"Practice of a New Model Fusion Structure in Short Video Recommendation","authors":"J. Cheng, Ze-ping Li, Leipeng Wang, Qinyu Bian","doi":"10.1109/ICVRIS.2019.00015","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00015","url":null,"abstract":"In recent years, the popular short video content understanding and recommendation technology has become a research hotspot. This paper presents a new mixed short video recommendation algorithm based on the content, the use of FM, FMM, DeepFM DeepDCN model) and the short video content (visual, text, user interaction), and other characteristics of the training, at the same time, using a combination of two hybrid model of strategy for learning, for users to return to a short video recommend high quality results. In order to evaluate the proposed algorithm, experiments were carried out on the short video content understanding and recommendation competition data set on Biendata open competition platform, which was derived from the TikTok (douyin overseas edition) short video APP owned by bytedance company, which included two tracks: yayi and yayi. Participants were asked to model a user's interest through a video and user interaction data set, and then predict the user's click behavior on another video data set. Based on the analysis of root race results, the algorithm proposed in this paper effectively improves the performance of short video recommendation algorithm.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117077297","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
Research on Stock Price Prediction Method Based on Convolutional Neural Network 基于卷积神经网络的股票价格预测方法研究
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00050
Lounnapha Sayavong, Zhongdong Wu, Sookasame Chalita
{"title":"Research on Stock Price Prediction Method Based on Convolutional Neural Network","authors":"Lounnapha Sayavong, Zhongdong Wu, Sookasame Chalita","doi":"10.1109/ICVRIS.2019.00050","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00050","url":null,"abstract":"In order to meet the needs of the financial industry and the financial market, effectively improve the rate of return on funds and avoid market risks, this paper proposes a stock price prediction model based on convolution neural network, which has obvious self-adaptability and self-learning ability. Combining the characteristics of CNN (Convolution Neural Network) and Thai stock market, the data set is trained and tested after pretreatment. On this basis, three stocks (BBL, CAPLL&PTT) listed on the Thai Stock Exchange are tested and compared with the actual stock price. The results show that the model based on CNN can effectively identify the changing trend of stock price and predict it which can provide valuable reference for stock price forecast. The prediction accuracy is high, and it is worth further promotion in the financial field.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121712433","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: 33
Construction of Teaching Satisfaction Model of Counselor's Ideological and Political Education Combining Fuzzy Decision 结合模糊决策的辅导员思想政治教育教学满意度模型构建
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00073
Lechang Wang
{"title":"Construction of Teaching Satisfaction Model of Counselor's Ideological and Political Education Combining Fuzzy Decision","authors":"Lechang Wang","doi":"10.1109/ICVRIS.2019.00073","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00073","url":null,"abstract":"The method of fuzzy mathematics is introduced to evaluate the teaching satisfaction of the ideological and political education by the counselors. In accordance with the steps for the construction of the model, the model variables are set and the fuzzy mathematics theory is conceptualized. Combined with specific cases, the survey data are obtained, and empirical study is carried out on the fuzzy mathematics theory. The parameters are estimated and fitted by using the AMOS20.0 to determine the fuzzy mathematics theory after the evaluation coefficient is standardized. This model is used to make quantitative analysis on the customer satisfaction of the ideological and political education by the counselors, which is conducive for the counselors taking the corresponding measures to improve the student satisfaction on the ideological and political education and increase the work level and service quality of the ideological and political education construction.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114568110","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 College English Teaching Reform Supported by Multimedia Teaching Technology and Immersive Virtual Reality Technology 多媒体教学技术和沉浸式虚拟现实技术支持下的大学英语教学改革
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00028
Xiaojun Zhang
{"title":"The College English Teaching Reform Supported by Multimedia Teaching Technology and Immersive Virtual Reality Technology","authors":"Xiaojun Zhang","doi":"10.1109/ICVRIS.2019.00028","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00028","url":null,"abstract":"At present, due to various reforms and developments, such as the reform of educational technology, the reform of the overall teaching mode, the reform of teaching methods, the improvement of teachers'comprehensive quality, etc., the important content of college English teaching reform under the current new situation has been created. Supported by multimedia teaching technology and immersive virtual reality technology, China will surely achieve the important goal of teaching reform. Immersion virtual English teaching environment refers to a new type of college English teaching environment under the modern mode. Its main purpose is to solve the current dilemma in the implementation of immersion English teaching. Supported by the current environment, the traditional immersion college English teaching mode can break through the constraints of time and space, and gradually become a new immersion college English teaching mode supported by high-end computer science and technology.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133591797","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: 9
An AHP Method with Cosmetic Design Application 层次分析法在化妆品设计中的应用
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00090
Yi-Zhen Yang, Chih-Huang Yen
{"title":"An AHP Method with Cosmetic Design Application","authors":"Yi-Zhen Yang, Chih-Huang Yen","doi":"10.1109/ICVRIS.2019.00090","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00090","url":null,"abstract":"Aiming at the circulation of global brands has become a common trend, a design development of ultra thin cosmetic product to make the product size easier to circulate and with better temperature tolerance, bacteria resistance and antiknock quality. Furthermore, with this method, products are able to cater for the growing international market and also adapt to the rapidly changing fashion environment. Thus the application for ultra thin powder is characterized by small volume of a large variety production. Along with changes in fashion, automated production was used to create fashion and luxury goods suited for consumers. Moreover, it makes the products portable, and the price reasonable that meets the demand of consumers. The design of the study was used as a criterion to verify the production result while AHP method was adopted to calculate the optimal size in design target. In the final stage of the study, empirical verification is conducted. The experimental results show that the proposed method has efficiency, which lays a foundation for the further AHP and ANP application in practice.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"39 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131368585","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
Intellectual Property Protection for AI-Related Inventions in Japan 日本人工智能相关发明的知识产权保护
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00076
Tao Jiang, Shuijing Hu
{"title":"Intellectual Property Protection for AI-Related Inventions in Japan","authors":"Tao Jiang, Shuijing Hu","doi":"10.1109/ICVRIS.2019.00076","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00076","url":null,"abstract":"To increase the possibility of patent entitled of artificial intelligence related inventions at the Japanese patent office, this paper analyzes the Japanese patent act and patent examination guidelines. The approach for assessing whether a computer related invention belongs to a eligible subject-matter includes two steps. The first step is whether a computer related invention meets the definition of an \"invention\" that is \"creation of a technical idea utilizing the laws of nature\" . The second step is whether a computer related invention meets \"idea based on the standpoint of software\" . From the perspective of patent analysis, Japan's artificial intelligence technology is leading the world, second only to the United States. In this field, the Japanese patent office is one of the most important intellectual property offices, and its legislation and practice of patent eligibility review for artificial intelligence related inventions have an important impact on the world.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"202 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131418821","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
Reflections on the Cultivation System of Innovative Talents in Universities in the era of Artificial Intelligence 人工智能时代高校创新人才培养体系的思考
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00066
Jianwei Hu
{"title":"Reflections on the Cultivation System of Innovative Talents in Universities in the era of Artificial Intelligence","authors":"Jianwei Hu","doi":"10.1109/ICVRIS.2019.00066","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00066","url":null,"abstract":"Aiming at the problems of overcoming the deep dilemma and changing trend brought by the coming of intelligent age to the cultivation of innovative talents, this paper proposes an innovative education framework system under the artificial intelligence environment and an innovative teaching system of human-computer cooperation in colleges. These systems take the cultivation of innovative talents in the modernization of education as an important goal, analyze the cultivation of innovative personality, the generation of creative thinking, the improvement of innovative ability and the construction of innovative knowledge of college students. These factors are based on the idea that the cultivation of innovative talents in colleges and universities should turn to the construction of cultivating students' innovative subject knowledge with the help of the ability of intelligent equipment. Finally, the function and role of teachers in the stage of wisdom education are proposed. The results show that the teaching systems improve the teaching effect in college training practice.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132838511","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
Application of NB-IoT in Intelligent Fire Protection System NB-IoT在智能消防系统中的应用
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00057
Tianxiang Li, Ping Hou
{"title":"Application of NB-IoT in Intelligent Fire Protection System","authors":"Tianxiang Li, Ping Hou","doi":"10.1109/ICVRIS.2019.00057","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00057","url":null,"abstract":"NB-IoT refers to a cellular-based narrowband Internet of Things, which has become an important part of the Internet of Things. NB-IoT is a new technology emerging in the field of Internet of Things in recent years. It has obvious advantages in technology and application. In addition, the application of narrowband Internet of Things (NB-IoT) technology in the field of fire protection can fundamentally enhance the combat capability of fire fighting forces, avoid fire and reduce the loss of life and property of the people. This thesis analyses and introduces an intelligent fire-fighting system based on the new industry standard, and a smoke-fire detection and alarm device based on the Internet of Things (IoT) platform and Nb-IoT technology. It also puts forward corresponding solutions to the problem of smart smoke, such as the value, advantages and future expectations of the solution.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115428591","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: 12
Power Marketing Big Data Precision User Profile 电力营销大数据精准用户简介
2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) Pub Date : 2019-09-01 DOI: 10.1109/ICVRIS.2019.00038
Lihua Lin, Shiyu Guan
{"title":"Power Marketing Big Data Precision User Profile","authors":"Lihua Lin, Shiyu Guan","doi":"10.1109/ICVRIS.2019.00038","DOIUrl":"https://doi.org/10.1109/ICVRIS.2019.00038","url":null,"abstract":"Aiming at the new market competition environment, grid companies are shifting from traditional passive and extensive management services to active and innovative marketing services, a power marketing user profile model method is proposed, which is based on the classic RFM user value model, analyzes the relevant characteristics that affect the user value of power payment, and extracts the five characteristics of C, R, F, M and O to construct the CRFMO power payment user value model. Secondly, the K-Means clustering algorithm is used to group users to realize user profile. The experimental results show that the model method lays the foundation for the power company to effectively mine user power payment information, extract user value, and formulate corresponding marketing strategies and provide differentiated services.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116004895","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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