Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering最新文献_第10页

Unsupervised Sentiment and Style Transfer from Massive Texts 大量文本的无监督情感和风格转移

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573464

Xianjie Shen, Wei Chen, Shuren Xu

{"title":"Unsupervised Sentiment and Style Transfer from Massive Texts","authors":"Xianjie Shen, Wei Chen, Shuren Xu","doi":"10.1145/3573428.3573464","DOIUrl":"https://doi.org/10.1145/3573428.3573464","url":null,"abstract":"Unsupervised style transfer aims to transfer the intrinsic style of text while preserving its content without parallel datasets. Many sophisticated methods using reinforcement learning and neural networks have been developed to address this problem, however, their performance is not very ideal yet. We observe that given massive unpaired texts, there would exist high-quality sentence pairs that have similar style-independent content but different style words. Inspiring by this observation, in this paper, we propose a simple yet effective method without any neural network. Specifically, we consider both embedding similarity and BLEU score to locate similar sentences of different styles for a pseudo-parallel dataset construction. From this pseudo-parallel dataset, we distill the style words and align them into pairs based on statistical signals. We further refine our pseudo-parallel dataset by ignoring the identified style words during similarity calculation. After the style word pairs converged, we put them together as a lookup table to recognize and replace style words for style transfer. Extensive experiments demonstrate that our method is effective in different style transferring settings, such as sentiment and formality, outperforming state-of-the-art methods.","PeriodicalId":314698,"journal":{"name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122555931","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

Design of a Radar and Laser Compound Altimeter for Ground Detection 一种用于地面探测的雷达激光复合高度计的设计

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573459

Hui Yang, Yifei Zhang, Kaibo Bi

{"title":"Design of a Radar and Laser Compound Altimeter for Ground Detection","authors":"Hui Yang, Yifei Zhang, Kaibo Bi","doi":"10.1145/3573428.3573459","DOIUrl":"https://doi.org/10.1145/3573428.3573459","url":null,"abstract":"Radar altimeters and laser altimeters are two kinds of altitude detection devices with different performances. The laser altimeter has the advantages of high detection accuracy and strong anti-electromagnetic interference ability, while the radar altimeter is not affected by weather and environment, so it can be used in all weather. Therefore, the compound detection combined the radar altimeter and the laser altimeter is beneficial to improve the detection accuracy and enhance the anti-jamming capability of the system. According to the advantages and disadvantages of the two kinds of altimeters, a radar and laser compound altimeter is designed, the overall composition of the compound altimeter is studied, and the filtering and fusion algorithm of the two kinds of altimeters is proposed. The digital simulation result shows that the accuracy of the altitude detection based on multi-sensors fusion is higher than that of a single sensor, and the stability and reliability of the compound system are stronger. It shows that the compound altitude detection system combined radar and laser altimeter is feasible.","PeriodicalId":314698,"journal":{"name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121226096","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

A Method of Mask-Wearing Detection Based on Improved YOLOv4 一种基于改进YOLOv4的口罩检测方法

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573662

Xuan Liu, Changgeng Yu, Dewang Yang

引用次数: 0

Simulation of basic digital signal processing operations 模拟基本的数字信号处理操作

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573669

Liwen Shen, Yimin Tian, Hai Wang, Saisai Zhang, Yunfei Du, Hongmei Chen

引用次数: 0

Site selection of the rural tourism logistics network based on the evolution game under the heuristic algorithm 启发式算法下基于进化博弈的乡村旅游物流网络选址

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573558

Jiang Zhou, Lan Feng, Zhiyong Bu

{"title":"Site selection of the rural tourism logistics network based on the evolution game under the heuristic algorithm","authors":"Jiang Zhou, Lan Feng, Zhiyong Bu","doi":"10.1145/3573428.3573558","DOIUrl":"https://doi.org/10.1145/3573428.3573558","url":null,"abstract":"In order to actively respond to the spirit of the 20th National People's Congress of the Communist Party of China and revitalize rural development, China has set off a upsurge of rural tourism, which is conducive to alleviating the large difference between urban and rural development, and also plays a positive role in the development of traditional villages. However, rural logistics is closely related to rural tourism, which can not only improve the convenience of rural tourism, but also further promote the development of rural tourism. However, at present, the development of rural logistics under the background of rural tourism still has problems to be solved. Taking some traditional villages such as Yongxing County, Chenzhou City, Hunan Province as an example, the construction of its logistics service network is not perfect. Based on this paper according to the Chenzhou yongxing county, the location of the passenger population distribution, using unconstrained optimization, heuristic algorithm, established the mathematical model of logistics service network site selection, using Matlab software to solve the preliminary site conclusion, then use the evolution game to the conclusion, so as to achieve the purpose of more accurate. The significance of this paper is to choose the construction of appropriate tourism logistics outlets to promote the development of rural tourism and maximize the economic benefits, but also to let more tourists and villagers to get faster services.","PeriodicalId":314698,"journal":{"name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125717216","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

Automatic generation of SysML requirement models based on Chinese natural language requirements 基于中文自然语言需求的SysML需求模型的自动生成

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573470

Jialu Chen, Baokun Hu, W. Diao, Yuqian Huang

{"title":"Automatic generation of SysML requirement models based on Chinese natural language requirements","authors":"Jialu Chen, Baokun Hu, W. Diao, Yuqian Huang","doi":"10.1145/3573428.3573470","DOIUrl":"https://doi.org/10.1145/3573428.3573470","url":null,"abstract":"In the face of increasingly complex systems engineering R&D, Model-Based Systems Engineering (MBSE) is gradually replacing Traditional Systems Engineering, producing a significant shift in modelling language, modelling thinking and modelling tools. And SysML, as a common modelling language for MBSE practitioners, has many irreplaceable advantages. Requirements diagrams are the primary medium of SysML for conveying traceability between requirements and from requirements to structure and behaviour in a system model. Today, how to automate the construction of SysML requirements models is a significant challenge. This paper proposes an automatic SysML model generation method based on Chinese free-text requirements using natural language processing. Firstly, perform word segmentation and POS Tagging on the requirement text to construct a domain lexicon, extract effective requirements by combining the domain lexicon and regular expressions, and then mark the effective requirements with semantic roles, and determine the requirements elements through established rules, which are ultimately converted into SysML requirements diagrams.","PeriodicalId":314698,"journal":{"name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126355410","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

Detection of Marine Chemical Pollution Based on Image Processing and Machine Learning 基于图像处理和机器学习的海洋化学污染检测

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573785

Lingyun Chen, Min Gao, Langyue Wang, Chuhan Xue

引用次数: 0

Fast Pedestrian Detection Algorithm Based on Improved YOLOv3 基于改进YOLOv3的快速行人检测算法

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573740

Jiahao Li, Yin Tian, Yanxuan Jiang, Jie Yang, Zhichao Chen, Zhicheng Feng

引用次数: 0

Super-Resolution Reconstruction Algorithm Based on Improved Generative Adversarial Network 基于改进生成对抗网络的超分辨率重建算法

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573748

Xiangyu Deng, Yao Ma, Yangyang Bian

引用次数: 0

Dynamic RCS Statistical Modeling of Stealth Aircraft 隐身飞机动态RCS统计建模

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering Pub Date : 2022-10-21 DOI: 10.1145/3573428.3573496

Qiankuo Ma, Xiaokuan Zhang, Yang Wang, Binfeng Zong, Jiahua Xv, Shuyu Zheng, Yongquan Su

引用次数: 0