2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)最新文献_第10页

Refined Push Algorithm of Marketing Data Based on Data Mining Algorithm 基于数据挖掘算法的营销数据精细化推送算法

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3510883

Zhen-hong Xie

{"title":"Refined Push Algorithm of Marketing Data Based on Data Mining Algorithm","authors":"Zhen-hong Xie","doi":"10.1145/3510858.3510883","DOIUrl":"https://doi.org/10.1145/3510858.3510883","url":null,"abstract":"Data mining algorithm is a very popular algorithm now. Today, with the popularization of e-commerce models, the relationship between traditional enterprises and customers has undergone certain changes, and enterprises need to be customized according to customer needs. Based on the data mining algorithm, this paper conducts an in-depth study of the marketing data refined push algorithm, and finds the balance point in line with the relationship between the enterprise and the customer. This research is in the specific marketing process, applying data mining algorithms and related technologies to analyze the collected customer information, and formulating appropriate refined and private marketing strategies. Using this algorithm can achieve long-term and effective results with customers. cooperate. Experimental results show that customer relationship management is now one of the most important issues for enterprises to consider. The accuracy and recall rates of customer data information are 0.102875 and 0.095874, respectively. Now the relationship with customers is effectively maintained and corresponding. The push has gradually attracted attention from many aspects.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"23 3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83555128","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 Automatic Location of Seed Points in Ultrasound Breast Tumor Images Based on Fuzzy Logic Algorithm 基于模糊逻辑算法的乳腺超声肿瘤图像种子点自动定位研究

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3511380

Tianyu Zhao, Hang Dai

{"title":"Research on Automatic Location of Seed Points in Ultrasound Breast Tumor Images Based on Fuzzy Logic Algorithm","authors":"Tianyu Zhao, Hang Dai","doi":"10.1145/3510858.3511380","DOIUrl":"https://doi.org/10.1145/3510858.3511380","url":null,"abstract":"Breast cancer is the second leading cause of cancer death in women, which seriously endangers women's health. Breast tumor segmentation is one of the most critical and difficult tasks. In order to realize the automatic and rapid positioning of seed points and meet the needs of real-time online image segmentation, this paper presents an automatic positioning method of seed points in ultrasound breast tumor images based on fuzzy logic algorithm. The fuzzy logic is innovatively introduced into neural network, which is combined with the method of recalibrating the importance of characteristic elements in attention mechanism. By defining a reasonable fuzzy membership function, different diffusion coefficients are adopted for different pixel gradients. Automatic reference points are obtained by using the automatic reference point selection method based on texture features of image gray level co-occurrence matrix. On this basis, the seed points are iteratively obtained by Mean−Shift algorithm, which is the tumor area. Simulation results show that the proposed method is superior to most existing fuzzy closed-value segmentation methods.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"85 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84083429","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

Analysis of Knowledge Graph Model of Exercise Physiology Based on Computer Information Technology 基于计算机信息技术的运动生理学知识图谱模型分析

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3511003

J. Chi

引用次数: 0

Construction of an Intelligent Fuzzy System for English Teaching Based on Data Mining Algorithms 基于数据挖掘算法的智能模糊英语教学系统构建

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3510910

Yang Gao

引用次数: 1

Research on 3D Digital Modeling and Virtual Simulation Technology of Ancient Architecture Based on Image Sequence 基于图像序列的古建筑三维数字建模与虚拟仿真技术研究

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3511351

Meng Wang, Mingyang Li

{"title":"Research on 3D Digital Modeling and Virtual Simulation Technology of Ancient Architecture Based on Image Sequence","authors":"Meng Wang, Mingyang Li","doi":"10.1145/3510858.3511351","DOIUrl":"https://doi.org/10.1145/3510858.3511351","url":null,"abstract":"With the wide application of virtual reality technology in the field of architecture, the research on three-dimensional digital technology and virtual simulation technology of building model has become an important topic. Based on the analysis of the structural characteristics of Chinese ancient buildings, this paper takes the structure of Chinese ancient buildings as the standard to model 3D scenes, and discusses the process and method of reconstructing 3D models of Chinese ancient buildings from image sequences. Furthermore, using the techniques of line segment detection, image region merging and image segmentation, the units of ancient buildings are subdivided to get more detailed features of ancient buildings. At the same time, OpenGL or DirectX and other related roaming technologies are used to build 3D scenes, and a real-time virtual simulation system is established, thus realizing the virtual roaming of 3D models of ancient buildings in the simulation scene environment. Truly reappearing traditional architecture and its representative culture provides a feasible route for the digital protection of ancient Chinese architecture.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73225781","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

Optimization of English Machine Translation Algorithm Based on Internet Information Technology 基于互联网信息技术的英语机器翻译算法优化

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3510898

Qiang Tong

{"title":"Optimization of English Machine Translation Algorithm Based on Internet Information Technology","authors":"Qiang Tong","doi":"10.1145/3510858.3510898","DOIUrl":"https://doi.org/10.1145/3510858.3510898","url":null,"abstract":"Machine translation English technology uses computers to translate one natural language into another, and quickly convert between different languages. The translation efficiency of English automatic translation technology is low. In order to meet the needs of real-time application rather than people's expectations, the process of generating correct translation in English translation system is inseparable from the participation of translators. In this case, researchers turn their attention from automatic English translation to computer-aided English translation. The system provides translators with useful translation and auxiliary tools to help them review the translation. The interaction between the machine translation English system and the translator can guide the computer to decode and improve the quality of the output translation, so as to realize the combination of the high efficiency of the English translation system and the high accuracy of the translator. The current basic IMT method takes Internet information technology as an example to expand the scope of candidate translation elements, and designs an interactive interface based on the translator's cognitive translation process to improve the post-translation process. This paper introduces the research situation and subject source of relevant researchers in the field of interactive machine translation English in detail. The research results show that this method is effective. More computer experts and scholars also study machine translation English system and devote themselves to the research of Internet machine translation. Compared with the traditional translation methods, it improves the work efficiency.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"256 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76669791","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 Web Front-end Performance Optimization Based on XML 基于XML的Web前端性能优化研究

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3511366

Shu-Jie Han

引用次数: 0

Optimization and Control Algorithm of Construction Engineering Quality Cost Based on Data Mining Model 基于数据挖掘模型的建筑工程质量成本优化与控制算法

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3511407

Lu Han

引用次数: 0

Research on the Application of Internet of Things Based on Artificial Intelligence Technology 基于人工智能技术的物联网应用研究

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3510987

Xiao-hua Wang

引用次数: 0

Analysis of Characteristics of International Trade Network Based on PageRank Algorithm 基于PageRank算法的国际贸易网络特征分析

2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT) Pub Date : 2021-12-18 DOI: 10.1145/3510858.3510966

Zhong Chen

{"title":"Analysis of Characteristics of International Trade Network Based on PageRank Algorithm","authors":"Zhong Chen","doi":"10.1145/3510858.3510966","DOIUrl":"https://doi.org/10.1145/3510858.3510966","url":null,"abstract":"With the development of the Internet, the international trade system has the characteristics of complexity. According to the idea of complex networks, we regard international trade as a complex network: countries are the key points of international trade networks, trade links between countries are links in the network, and trade flows are used to assign weights to links. Therefore, how to apply accurate algorithms to analyze the characteristics of the international trade network has become an important subject of our research. In-depth study of the characteristics of the international trade network and the simplification of the network are of very important significance. This article introduces the overview of the international trade network and the PageRank algorithm in detail through a large number of literature readings and questionnaire surveys, and proposes an improved algorithm for PageRank. Through an in-depth study of the PageRank algorithm knowledge of international trade students from a university and technical personnel and management personnel of a foreign trade company, the improved PageRank algorithm simulates the information diffusion process in the network and uses all data points to spread to the network. Each node receives information from other nodes as the basis for merging between communities, and introduces modularity as the basis for merging between communities to evaluate the pros and cons of community division. Finally, the test results of the network algorithm show that the improved algorithm can achieve excellent performance quality on the international trade network.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"11 11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86161416","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