2022 11th International Conference of Information and Communication Technology (ICTech))最新文献_第9页

Analysis of Online Reviews Data for Perceiving Image of Homestay 民宿形象感知的在线评论数据分析

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00072

Junxian Yang, Ronghua Zhou, Min Zhang, Yijun Shan

引用次数: 0

GAN-Based Day and Night Image Cross-Domain Conversion Research and Application 基于gan的昼夜图像跨域转换研究与应用

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00053

Bo-quan Yu, Hanting Wei, Wei Wang

{"title":"GAN-Based Day and Night Image Cross-Domain Conversion Research and Application","authors":"Bo-quan Yu, Hanting Wei, Wei Wang","doi":"10.1109/ICTech55460.2022.00053","DOIUrl":"https://doi.org/10.1109/ICTech55460.2022.00053","url":null,"abstract":"With the development and application of deep learning in computer vision, the performance of many basic visual tasks such as object detection and semantic segmentation has been greatly improved. However, most of networks are based on standard illumination, which results in poor performance in low illumination scenarios, and it is difficult to collect datasets with different illumination levels in restricted scenes. In this paper, GAN and related derived networks are systematically studied and summarized, and based on the idea of generation-antagonism of GAN, the design of day-night cross-domain converter is completed on the basis of the structure of CycleGAN. Based on this, Inception layer is added to optimize the structure of the converter, and the performance of the day-night cross-domain converters before and after optimization are compared through experiments. The results show that the optimized day-night converter can make the converted image more realistic. It is of great significance for enhancing the quality of datasets in restricted scenes, improving the performance of object detection and segmentation models in low illumination scenes.","PeriodicalId":290836,"journal":{"name":"2022 11th International Conference of Information and Communication Technology (ICTech))","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122084288","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

Study of Diagnosis and Improvement Index System of Higher Vocational Classroom Teaching Based upon AHP 基于层次分析法的高职课堂教学诊断与改进指标体系研究

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00118

Jinyan Shi, Yongchao Xie

{"title":"Study of Diagnosis and Improvement Index System of Higher Vocational Classroom Teaching Based upon AHP","authors":"Jinyan Shi, Yongchao Xie","doi":"10.1109/ICTech55460.2022.00118","DOIUrl":"https://doi.org/10.1109/ICTech55460.2022.00118","url":null,"abstract":"Under the background of diagnosis and improvement of teaching work in higher vocational colleges, it is urgent to construct a set of scientific and complete evaluation index system of diagnosis and improvement in classroom teaching so as to improve the quality of classroom teaching. This paper constructs an evaluation index system for the diagnosis and improvement of classroom teaching, it is composed of five first-class evaluation indexes such as classroom teaching goal, classroom teaching design, classroom teaching resources, classroom teaching organization, classroom teaching quality and 18 second-class indexes such as clarity of teaching goal. This paper carries out practical research on the diagnosis and improvement of the evaluation index system of classroom teaching, obtains the diagnosis conclusion of classroom teaching, and puts forward the direction of classroom teaching optimization based on the diagnosis conclusion, it provides a certain reference for higher vocational colleges to carry out the work of classroom teaching diagnosis and reform. The practice shows that the diagnosis and improvement of the evaluation index system of classroom teaching in higher vocational colleges are highly operative, can measure the quality of classroom teaching comprehensively, and can promote the quality of classroom teaching effectively.","PeriodicalId":290836,"journal":{"name":"2022 11th International Conference of Information and Communication Technology (ICTech))","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125650788","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

Development and Prospect of Computer Aided Engineering 计算机辅助工程的发展与展望

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00020

Ying Li, Zhuohuai Guan

引用次数: 0

ECG Signal Anomaly Detection Algorithm Based on CNN-BiLSTM 基于CNN-BiLSTM的心电信号异常检测算法

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00046

K. X. Cui, Xiaojun Xia

引用次数: 2

CEP Rule Extraction Framework Based on Evolutionary Algorithm 基于进化算法的CEP规则提取框架

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00056

Jiayao Lv, Bihui Yu, Huajun Sun

引用次数: 1

Research on Collaborative Recommendation Algorithm Based on Film and Television Big Data 基于影视大数据的协同推荐算法研究

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00063

Ruomu Miao, Wenlin Yao

引用次数: 0

A Big Data Based Analysis of Accurate Operation for User Multidimensional Value Identification 基于大数据的用户多维价值识别精准操作分析

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00081

Qian Wang, Baocai Guo, Churila Sa, Bo Hu, Lu Zhang

{"title":"A Big Data Based Analysis of Accurate Operation for User Multidimensional Value Identification","authors":"Qian Wang, Baocai Guo, Churila Sa, Bo Hu, Lu Zhang","doi":"10.1109/ICTech55460.2022.00081","DOIUrl":"https://doi.org/10.1109/ICTech55460.2022.00081","url":null,"abstract":"In the development of Internet technology, the state grid enterprises of electric power began to use big data analysis technology to identify the multi-dimensional value of users at the same time of technological innovation, and put forward more accurate marketing operation countermeasures. Because the electricity customers in the electricity market belong to a relatively large group, so the analysis service based on the actual electricity consumption of customers, power demand and other content can not only provide effective basis for the actual management decision, but also improve the operation quality and efficiency of the computer system. Therefore, on the basis of understanding the functions and technical implementation of precision marketing platform based on big data technology, this paper conducts in-depth research on the power butler service model of residential customers based on cluster analysis of user types, and finally conducts empirical analysis on the basis of constructing ADTM-AI model. The results show that the stochastic forest classification method is more suitable to identify the multi-dimensional value of users in the state grid of electric power, and can provide effective basis for the accurate operation of the actual system.","PeriodicalId":290836,"journal":{"name":"2022 11th International Conference of Information and Communication Technology (ICTech))","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116443463","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 and Application of HOG Feature Based Power Grid Key Area Out of Bounds Detection 基于HOG特征的电网关键区域越界检测研究与应用

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00027

Mingrui Sha, Zhenhao Gu

引用次数: 0

An Improved Path Planning Algorithm Based on RRT 一种基于RRT的改进路径规划算法

2022 11th International Conference of Information and Communication Technology (ICTech)) Pub Date : 2022-02-01 DOI: 10.1109/ICTech55460.2022.00037

Qiongwei Zhang, Lunxing Li, Liaomo Zheng, Beibei Li

引用次数: 4