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2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture最新文献

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Design of Smart Washing Platform through Mysql Database and Intelligent Computing 基于Mysql数据库和智能计算的智能洗涤平台设计
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3501081
Yu Zhang
{"title":"Design of Smart Washing Platform through Mysql Database and Intelligent Computing","authors":"Yu Zhang","doi":"10.1145/3495018.3501081","DOIUrl":"https://doi.org/10.1145/3495018.3501081","url":null,"abstract":"This paper proposes the design of an online intelligent washing platform based on the background of the Internet era, the habit of online consumption and the gradual development of the washing industry, which relies on Mysql database to save and query the information of users and orders, and uses B/S architecture to make the platform have good cross-platform characteristics. The two subsystems, user subsystem and management subsystem, are designed in detail. Finally, a summary and outlook on the smart washing industry are given.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"42 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84228825","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
Simulation analysis of excavation and support of large cross-section soft surrounding rock tunnel based on FLAC3D 基于FLAC3D的大断面软岩巷道开挖支护仿真分析
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3501038
Kai Li
{"title":"Simulation analysis of excavation and support of large cross-section soft surrounding rock tunnel based on FLAC3D","authors":"Kai Li","doi":"10.1145/3495018.3501038","DOIUrl":"https://doi.org/10.1145/3495018.3501038","url":null,"abstract":"Weak surrounding rock usually refers to the surrounding rock structure with low hardness and cementation degree, and is extremely susceptible to weathering conditions. In the actual construction process, the main reason is that the stress level is low, or the buried depth condition is poor, etc., which causes obvious construction deformation problems in the surrounding rock construction area and reduces the main construction safety. With the excavation of large-section tunnel in weak surrounding rock as the background, the finite difference software FLAC3D was used to simulate the advance grouting support of large-section tunnel in weak surrounding rock. This paper calculates and analyzes the step-by-step excavation of the tunnel, studies the displacement change and stable state during the tunnel excavation, and puts forward corresponding preventive measures and suggestions. The analysis results provide theoretical support for the tunnel construction control.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84445994","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
KF-TGCN: An Approach to Integrate Expert Knowledge with Graph Convolutional Network for Traffic Prediction KF-TGCN:一种集成专家知识和图卷积网络的交通预测方法
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495053
Qian Huang, Daoxun Li, Ming Yang, Yongdong Zhu, Wei Ji
{"title":"KF-TGCN: An Approach to Integrate Expert Knowledge with Graph Convolutional Network for Traffic Prediction","authors":"Qian Huang, Daoxun Li, Ming Yang, Yongdong Zhu, Wei Ji","doi":"10.1145/3495018.3495053","DOIUrl":"https://doi.org/10.1145/3495018.3495053","url":null,"abstract":"There has been continuous research efforts on improving traffic prediction accuracy by exploring the complicated and dynamic spatio-temporal correlation among road network nodes, and it is a challenging problem especially for midto long-term traffic prediction when limited historical data is available. This study proposes a novel knowledge fusion temporal graph convolutional network (KF-TGCN) model to integrate expert knowledge with inherent spatio-temporal correlation which is captured by temporalgraph convolutional network (T-GCN). Our KF-TGCN model has been employed to predict the traffic flow of California highway. Experiment results show that the KF-TGCN model is capable to provide more promising prediction results and significantly reduce the computational complexity comparing to existing models such as gated recurrent units (GRU) and T-GCN.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81665560","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 Photoluminescence in the Study of Valley Polarization and Valley Coherence of Two Dimensional Transition Metal Chalcogenides 光致发光在二维过渡金属硫族化合物谷偏振和谷相干研究中的应用
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495339
Xunyong Lei
{"title":"Application of Photoluminescence in the Study of Valley Polarization and Valley Coherence of Two Dimensional Transition Metal Chalcogenides","authors":"Xunyong Lei","doi":"10.1145/3495018.3495339","DOIUrl":"https://doi.org/10.1145/3495018.3495339","url":null,"abstract":"The discovery of graphene has opened the door to two-dimensional materials, and its special characteristics in energy valley are endowed with extremely high research value. However, the zero band gap of graphene impedes the study of its energy valley properties in optics. As a two-dimensional semiconductor material, transition metal sulfide compounds embrace the characteristics of direct band gap at the low level of monolayer, the space inversion symmetry of the lattice is broken, and the energy valley characteristics are similar to that of graphene. Therefore, it is another excellent two-dimensional material following graphene. In this paper, we start with the study of valley polarization of transition metal chalcogenides in MoS2 monolayer and valley coherence correlation in WSE2 monolayer. We introduce two control methods of high magnetic field and spin injection, and expound the application of photoluminescence spectrum in the study of energy valley properties of two-dimensional layered transition metal chalcogenides.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81911329","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
Computer Intelligent Evaluation Model of Tourism Industry Using Coupling Coordination Degree Model and Entropy Method 基于耦合协调度模型和熵法的旅游产业计算机智能评价模型
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3501134
Dan-dan Yuan, Ying Yu
{"title":"Computer Intelligent Evaluation Model of Tourism Industry Using Coupling Coordination Degree Model and Entropy Method","authors":"Dan-dan Yuan, Ying Yu","doi":"10.1145/3495018.3501134","DOIUrl":"https://doi.org/10.1145/3495018.3501134","url":null,"abstract":"Culture and tourism industry have become important strategic pillar industries during urban economic development. Taking Guangdong province as the case study, this paper constructs the comprehensive evaluation system and the coupling coordination degree model based on the status analysis of culture and tourism industry. Then according to the panel data from 2008 to 2018, the feasibility of the evaluation system is verified with factor analysis. And entropy method is used to assess the level of comprehensive development of culture and tourism industry. Results show the comprehensive development level of culture and tourism industry is on the rise in Guangdong province. Besides, grounded on the results of coupling and coordination degree, although the coupling development of relative connection has been realized, which is still in the stage of moderate coupling coordination. Finally, three aspects of corresponding recommendations are put forward in the study.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79775350","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
Optimizing Stope Structure in Fractured Orebody of a Vanadium mine after Grout by Numerical Simulation 某钒矿裂隙矿体注浆后采场结构优化数值模拟
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495301
Shaofeng Yu
{"title":"Optimizing Stope Structure in Fractured Orebody of a Vanadium mine after Grout by Numerical Simulation","authors":"Shaofeng Yu","doi":"10.1145/3495018.3495301","DOIUrl":"https://doi.org/10.1145/3495018.3495301","url":null,"abstract":"Rock masses of a vanadium mine of China are broken which need much reinforcement and support before mining. Grout technology was thus selected to pre-reinforce the fractured ore block prior to mining. Through comparative analysis, chemical resin was employed as grouting material and in situ experiments were carried out. To optimize stope structure, orthogonal design was adopted and simulation softwares were employed. The results show that, analyzed from the numerical simulation parameters such as roof subsidence and plastic zones distribution of the pillars, mining safety could be greatly ensured.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"461 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79833591","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 analysis of artificial intelligence technology in industrial design 人工智能技术在工业设计中的应用分析
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3501214
Mei-Jing Kong
{"title":"Application analysis of artificial intelligence technology in industrial design","authors":"Mei-Jing Kong","doi":"10.1145/3495018.3501214","DOIUrl":"https://doi.org/10.1145/3495018.3501214","url":null,"abstract":"With the advent of the era of artificial intelligence, artificial intelligence technology is gradually affecting the development of various fields. In terms of product interaction design, artificial intelligence technology can further improve product interaction experience. Based on a comprehensive understanding of the connotation of artificial intelligence, this article takes the application advantages of artificial intelligence technology in product interaction design as the starting point, and through specific Case analysis explains how artificial intelligence technology is applied in product interaction design.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"72 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85370361","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
Method and Research of E-commerce Consumers' Purchasing Behavior Forecast and Analysis Based on Machine Learning 基于机器学习的电子商务消费者购买行为预测分析方法与研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495114
Shuxiang Yao
{"title":"Method and Research of E-commerce Consumers' Purchasing Behavior Forecast and Analysis Based on Machine Learning","authors":"Shuxiang Yao","doi":"10.1145/3495018.3495114","DOIUrl":"https://doi.org/10.1145/3495018.3495114","url":null,"abstract":"Machine learning has been widely used in all walks of life, especially in the ever-growing field of e-commerce. With the rapid development of big data, artificial intelligence and cloud computing, how to use good analysis and prediction methods to accurately analyze consumers’ purchase behavior, so as to predict and understand consumers’ purchase habits, interests and behavior rules, and then to make targeted personalized recommendations and accurate marketing for customers to meet the specific needs of consumers, has always been a concern of e-commerce related enterprises. In this paper, a predictive analysis method is proposed to analyze e-commerce consumers’ purchase behavior by using machine learning, aiming at providing support for e-commerce related enterprises to carry out personalized service and precise marketing, and providing certain reference for the theoretical research and development of","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"13 6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85389688","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
Multi-Objective Heuristic Information Optimization Algorithm for Path Coverage-Oriented Test Data Generation 面向路径覆盖测试数据生成的多目标启发式信息优化算法
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495135
X. Feng, Rui Ding, Baojie Chai, T. Huo
{"title":"Multi-Objective Heuristic Information Optimization Algorithm for Path Coverage-Oriented Test Data Generation","authors":"X. Feng, Rui Ding, Baojie Chai, T. Huo","doi":"10.1145/3495018.3495135","DOIUrl":"https://doi.org/10.1145/3495018.3495135","url":null,"abstract":"Software testing is an important means to guarantee the quality of software products. The path coverage-oriented test data generation problem can be transformed into an optimization problem that can be solved by intelligent algorithms. To improve the efficiency of path coverage-oriented test data generation, an optimized algorithm which uses solution-based heuristic information is designed in view of the characteristics of the problem. Since there is usually a correspondence based on a certain branch node(s) between the test data of adjacent paths, we can use the test data information of the branch path that has been solved–regard it as the heuristic information of the algorithm–to generate the corresponding test data of the branch path that is difficult to meet. Therefore, the efficiency of problem solving can be increased by using heuristic information provided by the obtained test data. Based on the easy-to-cover path information in the key point path representation method, this paper designs an improved framework for accessing heuristic information, and adopts a multi-objective selection strategy, therefore designs a multi-objective heuristic information optimization algorithm for path coverage-oriented test data generation. Simulation experiments show that the algorithm can generate test data faster.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83824646","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 Key Technologies of 3D Model Database Based on Network Platform 基于网络平台的三维模型数据库关键技术研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture Pub Date : 2021-10-23 DOI: 10.1145/3495018.3495497
Ye Tao, Miaorui Song
{"title":"Research on Key Technologies of 3D Model Database Based on Network Platform","authors":"Ye Tao, Miaorui Song","doi":"10.1145/3495018.3495497","DOIUrl":"https://doi.org/10.1145/3495018.3495497","url":null,"abstract":"Due to the low efficiency of traditional manufacturing industry design, it cannot achieve reuse and resource sharing, it is necessary to design 3D model database based on network platform. ISO 13584 (parts library, PLIB) standard can transfer the data of supplier library. According to plib-42 standard, the part library is constructed, and the step method is used to share and exchange the part library information, through the network interface and Internet, we can build a web-based shared resource library. According to the geometric view expression technology, the interface of Pro / E, CATIA and inventor is developed. This paper starts with the technical research and engineering application, the construction of part library and the development of geometric programming interface are introduced in detail, the format and development method of geometry program file are proposed, Completed the standard parts model library system. Provide design resources for modular design system to realize the information integration and network collaborative design of part resources, It is of great significance to improve the speed of mechanical product design and development.","PeriodicalId":6873,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"182 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80339713","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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