Proceedings of the 11th International Conference on Software and Information Engineering最新文献

Optimal and Adaptive 1553B Telemetry Scheduling for Flight Control Software Based on Dynamic Programming 基于动态规划的飞控软件最优自适应1553B遥测调度

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571515

Fei Gao, Hong Huo, Hu Ren, Sidong Liu, Zhong Yu

引用次数: 0

Using Low-Resourced Language in Social Media Platforms Towards Disease Surveillance for Public Health Monitoring using Artificial Intelligence 在社交媒体平台上使用低资源语言进行疾病监测，利用人工智能进行公共卫生监测

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571527

Mideth B. Abisado, Arlene O. Trillanes, Angelique Lacasandile, Angelica De La Cruz

{"title":"Using Low-Resourced Language in Social Media Platforms Towards Disease Surveillance for Public Health Monitoring using Artificial Intelligence","authors":"Mideth B. Abisado, Arlene O. Trillanes, Angelique Lacasandile, Angelica De La Cruz","doi":"10.1145/3571513.3571527","DOIUrl":"https://doi.org/10.1145/3571513.3571527","url":null,"abstract":"Early detection of diseases is crucial to control and prevent the emergence of infectious diseases. The disease monitoring and tracking of digital public health refer to social media data. The proposed study pulls data from a Twitter user who posts on various topics. The social media data will be continuously collected and performed computing analysis and interpretation. The results and assessment refer to the trends in emerging infectious diseases disseminated to those who have the right to know to act. This project aims to detect trends in social media posts on emerging infectious diseases in the Philippines, using the low-resourced languages Filipino and Cebuano, to understand the context of a social media post. Machine learning and natural language processing principles shall be used in the study. The insights from this study's dashboard can assist health professionals, officials, and the public have informed decisions and policies for better public health services for all Filipinos. It is well anticipated that policies based on the dashboard analytics will help prevent the surge or emergence of an outbreak or pandemic and, therefore, decrease the risk of economic loss. Thus, this ongoing research can result in fewer social and economic disruptions.","PeriodicalId":295226,"journal":{"name":"Proceedings of the 11th International Conference on Software and Information Engineering","volume":"24 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":"124966581","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

Screw surface defect detection system based on improved template matching algorithm 基于改进模板匹配算法的螺杆表面缺陷检测系统

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571519

Q. Xu, Xuqi Wang

引用次数: 0

Application Analysis of Large Data and Net of Things Technology in the Construction of Intelligent Library 大数据与物联网技术在智能图书馆建设中的应用分析

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571517

Xin Zhou

{"title":"Application Analysis of Large Data and Net of Things Technology in the Construction of Intelligent Library","authors":"Xin Zhou","doi":"10.1145/3571513.3571517","DOIUrl":"https://doi.org/10.1145/3571513.3571517","url":null,"abstract":"Modern social intelligence technology has gradually penetrated into people's lives, such as big data and the Internet of Things, which have been widely used in all walks of life. For library construction and management, traditional book management and utilization efficiency is relatively low. The introduction of big data and Internet of Things technology has brought great convenience to traditional manual management, data recording, literature statistics and other work, making the library more convenient to serve a wider range of people. This paper analyzes the current situation of library service innovation under the background of big data and Internet of Things technology, and explores the impact of new technologies on book knowledge services. On this basis, this paper puts forward the concept of intelligent library and discusses the intelligent construction of library. This paper summarizes the development status and related research status of intelligent libraries at home and abroad, and reconstructs a set of intelligent library construction schemes that meet the current technical status and user needs.","PeriodicalId":295226,"journal":{"name":"Proceedings of the 11th International Conference on Software and Information Engineering","volume":"54 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":"128329434","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

An Automatic Method of Constructing Readability Corpus for International Medical Chinese Teaching 面向国际医学汉语教学的可读性语料库自动构建方法

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571514

Lining Liu, Yongquan Li

引用次数: 1

Research on investment portfolio strategy based on intelligent optimization algorithm 基于智能优化算法的投资组合策略研究

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571526

Siying Chen

引用次数: 1

Revenue and Expenditure Forecast and Cloud Audit Warning of Pension Insurance Fund for Urban Workers Based on Neural Network 基于神经网络的城镇职工养老保险基金收支预测与云审计预警

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571529

Hua Guo, Yuliang Qi, Zhiyuan Xiu, Guoqing Wang

引用次数: 0

An improved Marine biometric detection algorithm based on YoloX 一种改进的基于YoloX的海洋生物特征检测算法

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571522

Dongcai Liu, Xianhui Wen, Youling Zhou

{"title":"An improved Marine biometric detection algorithm based on YoloX","authors":"Dongcai Liu, Xianhui Wen, Youling Zhou","doi":"10.1145/3571513.3571522","DOIUrl":"https://doi.org/10.1145/3571513.3571522","url":null,"abstract":"The identification of marine biological organisms is essential for the exploitation of underwater resources. In an underwater setting, light is easily refracted, making the captured image subject to distortion. The image produced by underwater light imaging technology is crisper and the imaging speed is faster when the distance is close, so underwater collection images are mainly big objectives. One must first increase the detection accuracy of large objects if one is to enhance the underwater target identification model's overall performance. One of important methods is to improve the receptive field of the detection model. This paper implements the conversion of the model's neck from PA-FPN to NAS-FPN, reduces the number of input feature maps, and keeps the same number of output characteristic maps in order to increase the down sampling multiple of the YOLOX model. It increases the down sampling of the original map several times while only adding a small number of anchor frames, making it more sensitive to huge targets. After numerous tests, the accuracy has increased by 1.5% on average, and a more accurate underwater target detection model has been created.","PeriodicalId":295226,"journal":{"name":"Proceedings of the 11th International Conference on Software and Information Engineering","volume":"85 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":"130682584","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

Improve polyp semi-supervised segmentation with prioritizing the reliability of unlabeled images 改进息肉半监督分割，优先考虑未标记图像的可靠性

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571520

Toan Van Pham, S. Dinh, Linh Bao Doan, Thanh-Tung Nguyen, Q. Nguyen, Duc Trung Tran

引用次数: 0

Community Education Knowledge Graph Based on Co-Occurrence Analysis and Log-Likelihood Ratio Algorithm 基于共现分析和对数似然比算法的社区教育知识图谱

Proceedings of the 11th International Conference on Software and Information Engineering Pub Date : 2022-10-21 DOI: 10.1145/3571513.3571523

Guojie Zhang, Shuheng Zhang, Zhifeng Peng

{"title":"Community Education Knowledge Graph Based on Co-Occurrence Analysis and Log-Likelihood Ratio Algorithm","authors":"Guojie Zhang, Shuheng Zhang, Zhifeng Peng","doi":"10.1145/3571513.3571523","DOIUrl":"https://doi.org/10.1145/3571513.3571523","url":null,"abstract":"Co-occurrence analysis based on keywords is able to generate a \"document-keyword\" matrix, which evaluates the relationship between documents; Log-likelihood Ratio algorithm can be used to calculate the similarity between high-frequency keywords, and to do cluster analysis of subject keywords. The research object of the paper is domestic and foreign community education research papers; the data sources are the \"academic journals\" of China National Knowledge Infrastructure and the \"core collections\" in Web of Science; the general research method is to use CiteSpace to carry out quantitative analysis of documents and generate a visual knowledge graph; do information extraction and co-occurrence analysis on the publication time, authors, research institutions, etc.; generate relationship network and cut it based on the density to improve the readability of the network; use the log-likelihood algorithm to extract keywords and generate cluster, and summarize three hotspots in domestic community education research; draw the knowledge graph of community education research at home and abroad. From the knowledge graph we find that foreign research focuses on the analysis of the actual teaching effect of community schools and the prevention and treatment of specific diseases in the community. It points out that domestic research should strengthen the theoretical basis of community education, combine theory and practice and summarize typical cases for promotion.","PeriodicalId":295226,"journal":{"name":"Proceedings of the 11th International Conference on Software and Information Engineering","volume":"1 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":"130262916","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