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2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)最新文献

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A Framework and Environment Design of Human-Machine Cooperations in Junior Science Education 初中科学教学中人机协作的框架与环境设计
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00036
Sa Meng, Liang Luo, J. Liu, Yuan-Shun Dai
{"title":"A Framework and Environment Design of Human-Machine Cooperations in Junior Science Education","authors":"Sa Meng, Liang Luo, J. Liu, Yuan-Shun Dai","doi":"10.1109/ISSSR56778.2022.00036","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00036","url":null,"abstract":"Human-Machine-Environment (HME) Tri-Co (Coexisting, Cooperative, Cognitive) Education is an indispensable prerequisite and main content of Artificial Intelligence empowering junior science education. Moreover, it is also a critical requirement for improving the quality of education and promoting the high-end development of education information. Building a unique learning environment with scene perception and the intelligent cognitive process is a tremendous challenge for diverse needs in junior scientific learning scenarios. Therefore, it is necessary to design advanced human-computer interaction scenarios and functions. This paper aims to tackle the critical scientific problem of this field for HME Tri-Coeducation, i.e., HME multimodal real-time scene perception and Tri-Co collaborative analysis via Multi-source data, fundamental theories, application method, and verification system, and to build HME Tri-Coeducation environment in “Perception-Analysis-Interaction” architecture. For the requirements of an education environment empowered by artificial intelligence, this paper will also study critical technologies of human-machine cooperative and education environment building driven by big data. It is significant to promote the cross-integration of multi-disciplines such as pedagogy, intelligent technology, and cognitive science.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129001865","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
Event Knowledge Graph Extracted from Intelligence Text 从智能文本中提取事件知识图谱
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00027
Qi Su, Xiaozhe Zhao, Dongpu Sun, Yitao Wang, Hongquan Shi
{"title":"Event Knowledge Graph Extracted from Intelligence Text","authors":"Qi Su, Xiaozhe Zhao, Dongpu Sun, Yitao Wang, Hongquan Shi","doi":"10.1109/ISSSR56778.2022.00027","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00027","url":null,"abstract":"For the problem of knowledge extraction and application of battlefield intelligence text, this paper proposes to use Hierarchical Event Knowledge Graph to build a model of battlefield events knowledge, and presents a framework consists of Specific Temporal Graph and Abstract logical Graph. Based on new methods of Event Recognition and Extraction, we obtained information of events and relationships from battle intelligence text using Wargaming data as the original corpus. The mapping between facts and concepts is also achieved by the method of Trigger Recognition. Then we propose a method of assignment of edge weights for the Event logical Graph, and construct the hierarchical structure. Finally, the visualization of knowledge was achieved using Visjs. It is shown that the method can effectively extract event knowledge from specific texts, and support downstream knowledge reasoning tasks for Assisted Decision-making.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"172 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117316219","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
Reliability Estimation of Medical Equipment Based on Big Data 基于大数据的医疗设备可靠性评估
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00028
Haopeng Zhou, Qilin Liu, Jin Huang, Zhenlin Li, Changxi Wang
{"title":"Reliability Estimation of Medical Equipment Based on Big Data","authors":"Haopeng Zhou, Qilin Liu, Jin Huang, Zhenlin Li, Changxi Wang","doi":"10.1109/ISSSR56778.2022.00028","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00028","url":null,"abstract":"Medical equipment always has the problem of various anomalies and failures in the working process. The emergence of the Internet of Things (IoT) technology can effectively avoid this problem, which can continuously monitor the real-time status of the target equipment and reflect the health status of medical equipment to give early warning of anomalies. In this paper, we obtain real-time status data of CT equipment from the IoT in West China Hospital and novel multivariate time series classification models are used to predict equipment operating anomalies. After the data was collected, data were preprocessed. We constructed two models for multivariate time series classification and compared them with other state-of-the-art models. The results show that our model has better performance on the dataset, with the Accuracy, Recall, and Precision reaching 0.75, 0.53 and 0.42 respectively.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124423395","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
Prognostic and Health Management with Autonomic Computing for Cloud Systems 预测和健康管理与自主计算的云系统
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00030
Dongfeng Hu, Xiwei Qiu, Xin Jin
{"title":"Prognostic and Health Management with Autonomic Computing for Cloud Systems","authors":"Dongfeng Hu, Xiwei Qiu, Xin Jin","doi":"10.1109/ISSSR56778.2022.00030","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00030","url":null,"abstract":"Cloud computing is one of the most popular technology in recent years. The cloud system, different from some traditional systems, provides Virtual Machines (VM) to users, and the users can run any application or program in the provided VM. However, this service manner brings a critical risk to the health of the cloud system. That is, the program or application from the user may be infected with viruses or malware. Therefore, the VM even and the host server may suffer from virus infection or malicious attacks. It is important to implement a Prognostic and Health Management (PHM) system for the cloud system. This paper presents a novel PHM system with an autonomic computing technique, which is an ongoing challenge. The proposed PHM system is capable of self-diagnosis, self-healing, and self-learning, which is very suitable for the cloud system with the representative and distinctive VM technique. Illustrative examples demonstrate that the proposed PHM system can automatically deal with index anomaly, which can effectively keep the cloud system remain health.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130304012","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
Reliability Order-Based High Rate Decoders of Fast List Decoding for Polar Codes 基于可靠性顺序的极性码快速链解码高速率解码器
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00042
Bing Zhu, Yanlong Zhao, Zhendong Yin, Zhutian Yang, Zhilu Wu
{"title":"Reliability Order-Based High Rate Decoders of Fast List Decoding for Polar Codes","authors":"Bing Zhu, Yanlong Zhao, Zhendong Yin, Zhutian Yang, Zhilu Wu","doi":"10.1109/ISSSR56778.2022.00042","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00042","url":null,"abstract":"Polar codes are the first linear b lock coding method with probably capacity-achieving performance. Its low-complexity encoding and decoding algorithms draw large attention from researchers. A few reliability order-based high rate decoders have been proposed for polar codes' fast list decoding. Rate-1 node, single parity-check node, and its variations are considered. The corresponding decoder's error patterns of each node are provided with their reliability order. In this paper, we introduce these ordered error patterns to the software implementation, with low complexity. An algorithm architecture implementation of the proposed method is proposed. The early simulation results are partially provided.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131001938","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
Rubber Tyred Gantry Automatic Alignment System based on Computer Vision 基于计算机视觉的橡胶轮胎龙门自动对准系统
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00021
Jianbing Yang, Na Zhu, Haojun Ji, Bin He
{"title":"Rubber Tyred Gantry Automatic Alignment System based on Computer Vision","authors":"Jianbing Yang, Na Zhu, Haojun Ji, Bin He","doi":"10.1109/ISSSR56778.2022.00021","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00021","url":null,"abstract":"The existing rubber tyred gantry (RTG) mainly adopts methods such as traditional laser, magnetic nail or other technologies to orient. In view of the shortcomings of the technology, such as single use scenario, limited information and high construction cost, a visual automatic alignment system based on Mask-RCNN is proposed to accomplish the integration of perception and decision-making. The system based on ROS (Robot Operating System) is mainly composed of target detection and segmentation module, motion decision module and visual human- machine interaction interface. The target detection and segmentation module is mainly used to perceive the target, including its foreground segmentation module based on Mask-RCNN and the target orientation module based on traditional image algorithm; The motion decision module is mainly used to control the movement of the tire crane, including motion modeling module and logic control module; The visual human-computer interaction interface is mainly used to adjust system parameters and monitor system operation status, including the back-end used for providing data and the front-end used for data interaction. Finally, the designed visual automatic alignment system has been tested on the tire crane, and the orientation accuracy and operation efficiency have been improved enormously.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124449532","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
A System of Remote Duty Expressway Toll Station based on Multi Queue Digital Twin and Edge Decision 基于多队列数字孪生和边缘决策的高速公路远程收费站系统
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/ISSSR56778.2022.00034
Peng Sun, Junhong Chen, Yanze Zhao, Bo Zhao, Ruizhe Zhang
{"title":"A System of Remote Duty Expressway Toll Station based on Multi Queue Digital Twin and Edge Decision","authors":"Peng Sun, Junhong Chen, Yanze Zhao, Bo Zhao, Ruizhe Zhang","doi":"10.1109/ISSSR56778.2022.00034","DOIUrl":"https://doi.org/10.1109/ISSSR56778.2022.00034","url":null,"abstract":"At present, the expressway toll stations use electronic toll collection (ETC) and manual toll collection (MTC) two kinds of toll collection system. ETC has improved the traffic efficiency to a certain extent, but for the abnormal situation, it still needs to be solved manually on the spot, and a considerable number of cars do not use ETC, which fails to solve the problems of overstaffing, high labor intensity, low work efficiency, high expressway operation cost and poor service quality. Based on Internet of things, multi queue digital twin, edge decision technologies, our system has built an expressway operation mode of remote duty, which has got rid of the excessive dependence on staff in scenes such as cars getting on and off the lane and abnormal treatment. Finally, realizes cost reduction and efficiency of highway operation through remote centralized control of multiple lanes and multiple toll stations.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114974557","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
Organizing Committee: ISSSR 2022 组委会:issssr 2022
2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR) Pub Date : 2022-10-01 DOI: 10.1109/isssr56778.2022.00006
{"title":"Organizing Committee: ISSSR 2022","authors":"","doi":"10.1109/isssr56778.2022.00006","DOIUrl":"https://doi.org/10.1109/isssr56778.2022.00006","url":null,"abstract":"","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121590136","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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