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Examination of the Appropriateness of Teaching Materials for Preventing Dangers during Ablution and Bathing of Infants by Mothers and Family Members
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作者 Sachi Chikazawa Ayako Sasaki 《Health》 CAS 2023年第2期186-214,共29页
Purpose: This study aimed to develop teaching materials to prevent the dangers of ablution and bathing infants, based on the dangerous experiences of mothers and family members, and examine their appropriateness. Meth... Purpose: This study aimed to develop teaching materials to prevent the dangers of ablution and bathing infants, based on the dangerous experiences of mothers and family members, and examine their appropriateness. Methods: A total of 20 midwives and public health nurses were selected as participants. Teaching materials and anonymous self-administered questionnaires were distributed, and the participants were asked to view the teaching materials and fill in the questionnaires. Retrieval was done by mail. The teaching materials included digital content, such as videos, sounds, and characters, which incorporated dangerous situations, preventions, and innovations in ablution and bathing procedures. The analysis was conducted by simple tabulation for each survey item. The free description was coded to preserve anonymity. This study was conducted with the approval of the Research Ethics Review Board of the authors’ affiliated university. Results: The teaching materials were found to be appropriate in terms of suitability to purpose, degree of difficulty of content, ease of viewing the videos, validity of time, appropriateness of expression, and usability. Conclusions: Ablution teaching materials that are used at the present time do not focus on dangers, and to date, no resources on bathing have been used as teaching materials. The created teaching materials in this study can be viewed multiple times, and mothers and family members who are unfamiliar with ablution and bathing can acquire knowledge regarding dangers and danger prevention. The addition of specific preventive measures and countermeasures for the occurrence of danger, along with practice, would result in the development of further appropriate teaching materials to reduce danger and alleviate anxiety. 展开更多
关键词 Ablution BATHING DANGER Teaching Material APPROPRIATENESS
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Application of"Six Thinking Hats"in the Investigation and Improvement of Hidden Dangers in Food Safety
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作者 Peng WAN Zhen ZHAO +3 位作者 Guoyan WEN Yunshuang FU Cuizhi LI Zhiyong LU 《Asian Agricultural Research》 2023年第10期20-22,共3页
With the development of economy,people's living standards are constantly improving,and the requirements for food safety are getting higher and higher.The Food Safety Law stipulates that enterprises should implemen... With the development of economy,people's living standards are constantly improving,and the requirements for food safety are getting higher and higher.The Food Safety Law stipulates that enterprises should implement the main responsibility of food safety,and the investigation and improvement of food safety hazards plays an important role in improving the food safety management level of enterprises and reducing food safety risks.This paper combines the innovative thinking mode of six thinking hats with food safety,discusses the application mode of six thinking hats in food safety investigation and improvement,and hopes to improve food safety level through this way. 展开更多
关键词 Six thinking hats Food safety Hidden danger investigation and improvement
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Arms Control and Non-Proliferation in East Asia: Grave Situation and Possible Dangers 被引量:1
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作者 Shi Yinhong 《Contemporary International Relations》 2002年第8期41-52,共12页
In some sense, talking about arms control and non-proliferation at the present in East Asia seems unsuitable. Moreover, for the "hawkish" forces in the United States, who are more prominent now than other el... In some sense, talking about arms control and non-proliferation at the present in East Asia seems unsuitable. Moreover, for the "hawkish" forces in the United States, who are more prominent now than other elements in influencing international politics in East Asia, as well as for those people within this broadly defined region. 展开更多
关键词 Grave Situation and Possible dangers Arms Control and Non-Proliferation in East Asia
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Market-oriented management method of coalmine accident hidden dangers
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作者 刘兆霞 李兴东 +1 位作者 路英 任大伟 《Journal of Coal Science & Engineering(China)》 2007年第3期355-358,共4页
By analyzing the problems which exist currently in the accident hidden dangers management of the coal mine, this paper proposed a new kind of management method--"simulating the market", in which an operation pattern... By analyzing the problems which exist currently in the accident hidden dangers management of the coal mine, this paper proposed a new kind of management method--"simulating the market", in which an operation pattern of simulating the market to transact hidden troubles was constructed. This method introduces "Market Mechanism" into safe management, and adopts measurable value to describe the hidden dangers such as" human behavior, technique, environment, equipments etc.". It regards the hidden dangers as "the goods produced by labor" which are found out by the safety managers and the security inspectors, then sells as "commodity". By the process of disposing, counterchecking, re-selling, and redisposing. It forms a set of market-oriented closed-form management pattern of coalmine accident hidden dangers. This kind of management method changes the past traditional methods in which the wageworkers treat safety management passively, but to encourage and restrict them to participate in the check-up and improvement of the hidden dangers. 展开更多
关键词 accident hidden dangers MARKET-ORIENTED market mechanism closed-form
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Assessing Knowledge about the Dangers of Alcohol Consumption: A Cross-sectional Descriptive Study, among Makerere University Undergraduate Students
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作者 P. Babua Emyedu Andrew +5 位作者 J. Nabukalu Denis Mugarura C. Ochwo T. I. Nahereza I. Ssinabulya H Wabinga 《Journal of Health Science》 2017年第3期121-127,共7页
Consumption of alcohol and other alcoholic beverages is widespread in Uganda and it is the highest per capita consumer of alcohol in Africa. Many households are involved in informal alcohol production for income purpo... Consumption of alcohol and other alcoholic beverages is widespread in Uganda and it is the highest per capita consumer of alcohol in Africa. Many households are involved in informal alcohol production for income purposes, resulting in alcohol being easily available. Alcohol is consumed mostly by adults and young adults, waragi (a local brew) being high on the menu. There is a high prevalence of alcohol consumption at Makerere University so in our study we set out to assess the knowledge about dangers of alcohol consumption among these students. It was a cross-sectional descriptive study. The target population was undergraduate students of Makerere University. Data were collected using self-administered questionnaires and focus group discussions. We interviewed 435 University students, 236 (54.3%) males and 199 (45.7%) females. Median age was 21 years, similar across gender. There were more participants from year one to three compared to years four and five. Majority of the students were consuming alcohol 242 (55.6%), 49 (11.3%) had stopped and 144 (33.1%) had never consumed alcohol. A higher proportion of males consumed alcohol compared to females; 60.2% and 50.2% respectively. Some reasons given for alcohol consumption were: peer pressure, coping with stressful situations, celebration and the need for adventure. The students were knowledgeable about the dangers of alcohol consumption like liver disease, violence, mental illness, cancer, diabetes mellitus, financial loss and death. Despite the vast knowledge about the dangers of alcohol consumption, some students were reluctant to stop consuming alcohol, so fighting this habit in this population is important. Parents and students need to be mindful of where to reside so as to avoid bad company. Some of the students who stopped consuming alcohol attributed it to concern from a relative, friend or health worker, so involving the entire public could go a long way in the fight against alcohol abuse as well as strict regulation of physical availability of alcohol on the university campus.Abstract: Consumption of alcohol and other alcoholic beverages is widespread in Uganda and it is the highest per capita consumer of alcohol in Africa. Many households are involved in informal alcohol production for income purposes, resulting in alcohol being easily available. Alcohol is consumed mostly by adults and young adults, waragi (a local brew) being high on the menu. There is a high prevalence of alcohol consumption at Makerere University so in our study we set out to assess the knowledge about dangers of alcohol consumption among these students. It was a cross-sectional descriptive study. The target population was undergraduate students of Makerere University. Data were collected using self-administered questionnaires and focus group discussions. We interviewed 435 University students, 236 (54.3%) males and 199 (45.7%) females. Median age was 21 years, similar across gender. There were more participants from year one to three compared to years four and five. Majority of the students were consuming alcohol 242 (55.6%), 49 (11.3%) had stopped and 144 (33.1%) had never consumed alcohol. A higher proportion of males consumed alcohol compared to females; 60.2% and 50.2% respectively. Some reasons given for alcohol consumption were: peer pressure, coping with stressful situations, celebration and the need for adventure. The students were knowledgeable about the dangers of alcohol consumption like liver disease, violence, mental illness, cancer, diabetes mellitus, financial loss and death. Despite the vast knowledge about the dangers of alcohol consumption, some students were reluctant to stop consuming alcohol, so fighting this habit in this population is important. Parents and students need to be mindful of where to reside so as to avoid bad company. Some of the students who stopped consuming alcohol attributed it to concern from a relative, friend or health worker, so involving the entire public could go a long way in the fight against alcohol abuse as well as strict regulation of physical availability of alcohol on the university campus. 展开更多
关键词 Alcohol consumption Makerere University students dangers of alcohol consumption.
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MIDDLE EAST IN 2016: OPPORTUNITIES AMONG DANGERS
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作者 LIU ZHONGMIN 《Contemporary World》 2017年第1期50-53,共4页
The Middle East situation in 2016has been an extension of that since the major changes in the region featuring transformation and upheavals interwoven with each other.On the one hand,the turbulence has been deepening,... The Middle East situation in 2016has been an extension of that since the major changes in the region featuring transformation and upheavals interwoven with each other.On the one hand,the turbulence has been deepening,spreading and overflowing,highlighted by the diplomatic relationship breakoff crisis between Saudi Arabia and Iran,the deepening of gaming between the US and Russia,the attempted coup in Turkey, 展开更多
关键词 MIDDLE EAST IN 2016 OPPORTUNITIES AMONG dangers US
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Practice and knowledge of the dangers of self-medication among pregnant mothers attending antenatal care in Iganga District (Uganda)
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作者 Sarah Namususwa Rebecca Nakaziba 《Nursing Communications》 2022年第1期68-76,共9页
Background:Self-medication is a common practice among pregnant mothers in many developing countries Uganda inclusive.Despite its adverse effects to the pregnant mother and the developing fetus,limited efforts are in p... Background:Self-medication is a common practice among pregnant mothers in many developing countries Uganda inclusive.Despite its adverse effects to the pregnant mother and the developing fetus,limited efforts are in place to reduce the practice.This study was conducted to assess the practices and knowledge of the dangers of self-medication among pregnant mothers attending antenatal care in Iganga district,Uganda.Method s:A cross sectional approach was employed using convenient sampling technique among 181 pregnant mothers at the antenatal clinic.An interviewer administered questionnaire was used to collect data that was analyzed descriptively using SPSS software.Results:Out of the 181 respondents,119(65.75%)self-medicated during their current pregnancy obtaining drugs from pharmacies 42(23.20%).Majority of the mothers 129(71.27%)had good knowledge concerning the dangers of self-medication with 66.85%reporting that it was a bad practice.Regarding the dangers of self-medication,23.76%reported fetal death while 24.86%stated miscarriages.There was a significant association between self-medication practice and occupation(P-value=0.04;OR=1.21 at 95%CI).Conclusion:Self-medication remains a common practice among pregnant mothers in Iganga district despite the fact that a large proportion of them have good knowledge regarding the dangers of self-medication.Therefore,further investigations into the associated factors and strict measures to combat the risks of self-medication during pregnancy should be embarked on. 展开更多
关键词 SELF-MEDICATION dangers pregnant mothers Iganga
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Hidden Dangers and Preventive Measures in the Inventory of Articles in Operating Room
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作者 Huang Yi Yajuan Ke +3 位作者 Hongying Zhu Suwen Lu Liurong Cheng Minghui Liu 《Open Journal of Preventive Medicine》 2021年第5期192-198,共7页
Operating Room is an important place for surgical diagnosis and treatment and rescue of patients. With the rapid development of medical technology, high, precision, sharp continuous development, operating room safety ... Operating Room is an important place for surgical diagnosis and treatment and rescue of patients. With the rapid development of medical technology, high, precision, sharp continuous development, operating room safety management is particularly important. The error of the counting of the surgical articles causes the foreign body left in the patient’s body, which will cause irreversible damage to the patient and even cause the medical dispute and touch the legal problem. Operation items inventory system is an important working system in the operating room. Scientific and standardized methods and systems for counting surgical instruments and dressings during operation can prevent foreign bodies from being left in the body, prevent errors and accidents in the operating room, and are very important for ensuring the safety of the operation of patients. In order to ensure the safety of patients, it is necessary to ensure the correct inventory of surgical items. The factors affecting the accuracy of item counting in the operating room and the preventive measures are summarized as follows. 展开更多
关键词 Operating Room ARTICLES Hidden Danger of Safety Preventive Measures Reference
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Virtual-Reality-Based Training System for the Improvement of the Driver’s Ability to Predict Dangers in Driving Situations
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作者 Hiroto Suto Xingguo Zhang +2 位作者 Xun Shen Pongsathorn Raksincharoensak Norimichi Tsumura 《Journal of Electrical Engineering》 2020年第1期8-16,共9页
Improving the danger prediction during driving can significantly reduce the risk of accidents.However,previous danger prediction training systems had not been sufficiently effective owing to the lack of realism.In thi... Improving the danger prediction during driving can significantly reduce the risk of accidents.However,previous danger prediction training systems had not been sufficiently effective owing to the lack of realism.In this study,we propose an immersive training system for danger prediction training using virtual reality(VR)technology.This system provides drivers with a highly realistic training environment with 360°videos viewed with VR goggles.Users can practice various dangerous scenarios in an environment that simulates a real-driving situation.In addition,we introduced a system to select dangerous spots with a controller and implement training schemes on a voluntary basis.This setup enables them to train in a highly interactive state.In addition,we proposed a method to express multiple indices numerically so that users can understand the training effect.We tested the effect of the system on the danger prediction abilities of various users with two experiments by using this approach.These results show that our system was more effective in improving the driver’s danger prediction ability than previous systems. 展开更多
关键词 VR VR goggle traffic accident danger prediction 360°video interaction
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The First Reported Case of Co-Infection with Neisseria Meningitidis and Bordetella Pertussis in the Cerebrospinal Fluid Specimen of a Normal Four-Year-Old Child
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作者 XIA Xian LI Guo Ming +7 位作者 TANG Yi WANG Si Quan HE Fei JIANG Yong Zhong YANG Hong Mei JIANG Hong Lin LYU Jing MAO Ling Feng 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2024年第4期432-435,共4页
Pertussis is an acute and highly contagious respiratory disease caused by Bordetella pertussis(B.pertussis),which occurs in people of all ages and is most dangerous for young children,especially infants.The introducti... Pertussis is an acute and highly contagious respiratory disease caused by Bordetella pertussis(B.pertussis),which occurs in people of all ages and is most dangerous for young children,especially infants.The introduction of whole-cell pertussis vaccines(wPVs)in the 1950s dramatically reduced the incidence of pertussis worldwide[1].However,over the past two decades,many studies have reported the resurgence of pertussis in different countries[2].Epidemiological surveillance in Hubei Province over the last 3 years revealed a clear increasing trend in the incidence of pertussis during the coronavirus disease 2019(COVID-19)epidemic. 展开更多
关键词 PERTUSSIS DANGEROUS HUBEI
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Research on safety control technology of high-speed railway combined test based on threatening event analysis
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作者 Xin Bai Jiaxu Chen 《Railway Sciences》 2024年第6期731-745,共15页
Purpose–Safety management is a key point and poses a challenge in joint testing.To detect and address potential accidents’hidden dangers early,this paper conducts research on the safety control technology for high-s... Purpose–Safety management is a key point and poses a challenge in joint testing.To detect and address potential accidents’hidden dangers early,this paper conducts research on the safety control technology for high-speed railway joint tests by incorporating the concept of hazardous events.Design/methodology/approach–Aiming at ensuring the safety of high-speed railway combined inspections and trials,this paper starts from the dual prevention mechanism.It introduces the concept of threatening events,defines them and analyzes the differences between threatening events and railway accidents.The paper also proposes a cause model for threatening events in high-speed railway combined inspections and trials,based on three types of hazard sources.Furthermore,it conducts research on the control strategies for these threatening events.Findings–The research on safety control technology for high-speed railway combined operation and testing,based on the analysis of threatened events,offers a new perspective for safety management in these operations.It also provides theoretical and practical support for the transition from passive prevention to active risk pre-control,which holds significant theoretical and practical value.Originality/value–The innovation mainly includes the following three aspects:(1)Building on the traditional dual prevention mechanism,which includes risk hierarchical management and control as well as hidden danger investigation and management,a triple prevention mechanism is proposed.This new mechanism adds the management of threatening events as the third line of defense.The aim is to more comprehensively identify and address potential security risks,thereby enhancing the efficiency and effectiveness of security management.(2)In this paper,the definition of a railway threatening event is clarified,and the causative model of a high-speed railway threatening event based on three kinds of danger sources is proposed.(3)This paper puts forward the control strategy of the high-speed railway combined operation and trial,which includes five key links:identification,reporting,analysis,rectification and feedback,which provides a new perspective for the safety management of the high-speed railway combined operation and trial and has important theoretical and application value. 展开更多
关键词 High-speed railway Joint investigation and test Threatening event Source of danger Control strategy
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Quantifying the Impact of In-Cab Alerts on Truck Speed Reductions in Ohio
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作者 Jairaj Desai Jijo K. Mathew Darcy M. Bullock 《Journal of Transportation Technologies》 2024年第3期273-288,共16页
In-cab alerts warn commercial vehicle drivers of upcoming roadway incidents, slowdowns and work zone construction activities. This paper reports on a study evaluating the driver response to in-cab alerts in Ohio. Driv... In-cab alerts warn commercial vehicle drivers of upcoming roadway incidents, slowdowns and work zone construction activities. This paper reports on a study evaluating the driver response to in-cab alerts in Ohio. Driver response was evaluated by measuring the statistical trends of vehicle speeds after the in-cab alerts were received. Vehicle speeds pre and post in-cab alert were collected over a 47 day period in the fall of 2023 for trucks traveling on interstate roadways in Ohio. Results show that approximately 22% of drivers receiving Dangerous Slowdown alerts had reduced their speeds by at least 5 mph 30 seconds after receiving such an alert. Segmenting this analysis by speed found that of vehicles traveling at or above 70 mph at the time of alerting, 26% reduced speeds by at least 5 mph. These speed reductions suggest drivers taking actional measures after receiving alerts. Future studies will involve further analysis on the impact of the types of alerts shown, roadway characteristics and overall traffic conditions on truck speeds passing through work zones. 展开更多
关键词 In-Cab Alerts Connected Truck Data Driver Alerts Dangerous Slowdowns
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How Dangerous!
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作者 魏子博 陈传光(指导) 《中学生英语》 2024年第2期7-7,共1页
This morning I came across something dangerous on my way to school,which nearly injured me or even made me lose my life.
关键词 SOMETHING INJURED DANGEROUS
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School Rules
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作者 肖丽芸 刘婷(指导) 《中学生英语》 2024年第5期7-7,共1页
Every school has its rules.In our school,there are many rules,too.For example,we must go to school on time.We mustn't run in the hallways.We mustn't eat in the classroom but we can eat in the canteen.We mustn&... Every school has its rules.In our school,there are many rules,too.For example,we must go to school on time.We mustn't run in the hallways.We mustn't eat in the classroom but we can eat in the canteen.We mustn't take cell phones and dangerous goods to school.We have to wear the school uniforms when we are at school. 展开更多
关键词 TOO DANGEROUS CLASSROOM
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Costa Rica's Cave of Death is lethal to any creature
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作者 高坚 《疯狂英语(新读写)》 2024年第9期52-53,77,78,共4页
Activity 1.Think about the following questions and write down your answers before reading the text.1.What do you think might be the most dangerous thing in exploring such mysterious caves?2.If you could discover a new... Activity 1.Think about the following questions and write down your answers before reading the text.1.What do you think might be the most dangerous thing in exploring such mysterious caves?2.If you could discover a new cave with unique features,what kind of features would you hope to find? 展开更多
关键词 features SUCH DANGEROUS
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The Dangers of Self-Dosing
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作者 Stacey Schultz 陆书雏 《当代外语研究》 1998年第10期27-30,共4页
本刊上期刊登了一篇题为Prescribed Killers的文章。该文告诉我们:为什么医生为治病而开的药方可能成为可怕的隐形杀手。“吃药吃死人”,决非耸人听闻之言!在美国,可靠的数据揭示,药物成了当今美国的第四杀手:Anddoctors and patients ... 本刊上期刊登了一篇题为Prescribed Killers的文章。该文告诉我们:为什么医生为治病而开的药方可能成为可怕的隐形杀手。“吃药吃死人”,决非耸人听闻之言!在美国,可靠的数据揭示,药物成了当今美国的第四杀手:Anddoctors and patients need to remember that the cure sometimes is worse than thedisease.本期选登了一篇来稿,题目是The Dangers of Self-Dosing,联系到上期的那篇文章,我们不妨可把本文的标题改为:Self-Prescribed Killers。不知读者以为如何?由于医药知识的普及和媒介(尤其是电视广告)在作用,再加上国人有句俗话:久病成良医。所以,遇到头疼脑热,或者其他不舒服,就随便抓把药吃吃。这种现象似有愈演愈烈之势。本文刊登在1998年7月13日的U.S News & WorldReport上、我们非常高兴收到陆书雏老师的来稿,因为,此稿和上期的Prescribed Killers正好构成“姊妹篇”。也许,在你准备自作良医,动手“抓药”的时候,突然想起曾经读过的本刊的这篇文章。那么,那就是《科技英语学习》最高兴的事情了。 展开更多
关键词 偏头痛 The dangers of Self-Dosing
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Building Indoor Dangerous Behavior Recognition Based on LSTM-GCN with Attention Mechanism 被引量:1
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作者 Qingyue Zhao Qiaoyu Gu +2 位作者 Zhijun Gao Shipian Shao Xinyuan Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第11期1773-1788,共16页
Building indoor dangerous behavior recognition is a specific application in the field of abnormal human recognition.A human dangerous behavior recognition method based on LSTM-GCN with attention mechanism(GLA)model wa... Building indoor dangerous behavior recognition is a specific application in the field of abnormal human recognition.A human dangerous behavior recognition method based on LSTM-GCN with attention mechanism(GLA)model was proposed aiming at the problem that the existing human skeleton-based action recognition methods cannot fully extract the temporal and spatial features.The network connects GCN and LSTMnetwork in series,and inputs the skeleton sequence extracted by GCN that contains spatial information into the LSTM layer for time sequence feature extraction,which fully excavates the temporal and spatial features of the skeleton sequence.Finally,an attention layer is designed to enhance the features of key bone points,and Softmax is used to classify and identify dangerous behaviors.The dangerous behavior datasets are derived from NTU-RGB+D and Kinetics data sets.Experimental results show that the proposed method can effectively identify some dangerous behaviors in the building,and its accuracy is higher than those of other similar methods. 展开更多
关键词 Human skeleton building indoor dangerous behaviors recognition graph convolution network long short term memory network attention mechanism
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Recognition for Frontal Emergency Stops Dangerous Activity Using Nano IoT Sensor and Transfer Learning
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作者 Wei Sun Zhanhe Du 《Intelligent Automation & Soft Computing》 SCIE 2023年第7期1181-1195,共15页
Currently,it is difficult to extract the depth feature of the frontal emergency stops dangerous activity signal,which leads to a decline in the accuracy and efficiency of the frontal emergency stops the dangerous acti... Currently,it is difficult to extract the depth feature of the frontal emergency stops dangerous activity signal,which leads to a decline in the accuracy and efficiency of the frontal emergency stops the dangerous activ-ity.Therefore,a recognition for frontal emergency stops dangerous activity algorithm based on Nano Internet of Things Sensor(NIoTS)and transfer learning is proposed.First,the NIoTS is installed in the athlete’s leg muscles to collect activity signals.Second,the noise component in the activity signal is removed using the de-noising method based on mathematical morphology.Finally,the depth feature of the activity signal is extracted through the deep transfer learning model,and the Euclidean distance between the extracted feature and the depth feature of the frontal emergency stops dangerous activity signal is compared.If the European distance is small,it can be judged as the frontal emergency stops dangerous activity,and the frontal emergency stops dangerous activity recognition is realized.The results show that the average time delay of activity signal acquisition of the algorithm is low,the signal-to-noise ratio of the action signal is high,and the activity signal mean square error is low.The variance of the frontal emergency stops dangerous activity recognition does not exceed 0.5.The difference between the appearance time of the dangerous activity and the recognition time of the algorithm is 0.15 s,it can accurately and quickly recognize the frontal emergency stops the dangerous activity. 展开更多
关键词 Frontal emergency stops RECOGNITION nano internet of things sensor transfer learning dangerous activity distinguish
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Deep Facial Emotion Recognition Using Local Features Based on Facial Landmarks for Security System
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作者 Youngeun An Jimin Lee +1 位作者 Eunsang Bak Sungbum Pan 《Computers, Materials & Continua》 SCIE EI 2023年第8期1817-1832,共16页
Emotion recognition based on facial expressions is one of the most critical elements of human-machine interfaces.Most conventional methods for emotion recognition using facial expressions use the entire facial image t... Emotion recognition based on facial expressions is one of the most critical elements of human-machine interfaces.Most conventional methods for emotion recognition using facial expressions use the entire facial image to extract features and then recognize specific emotions through a pre-trained model.In contrast,this paper proposes a novel feature vector extraction method using the Euclidean distance between the landmarks changing their positions according to facial expressions,especially around the eyes,eyebrows,nose,andmouth.Then,we apply a newclassifier using an ensemble network to increase emotion recognition accuracy.The emotion recognition performance was compared with the conventional algorithms using public databases.The results indicated that the proposed method achieved higher accuracy than the traditional based on facial expressions for emotion recognition.In particular,our experiments with the FER2013 database show that our proposed method is robust to lighting conditions and backgrounds,with an average of 25% higher performance than previous studies.Consequently,the proposed method is expected to recognize facial expressions,especially fear and anger,to help prevent severe accidents by detecting security-related or dangerous actions in advance. 展开更多
关键词 Facial emotion recognition landmark-based feature extraction ensemble network robustness to the changes in illumination and background dangerous situation detection accident prevention
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Study on Flow Field Simulation at Transmission Towers in Loess Hilly Regions Based on Circular Boundary Constraints
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作者 Yongxin Liu Huaiwei Cao +4 位作者 Puyu Zhao Gang Yang Hua Yu Fuwei He Bo He 《Energy Engineering》 EI 2023年第10期2417-2431,共15页
When using high-voltage transmission lines for energy transmission in loess hilly regions,local extreme wind fields such as turbulence and high-speed cyclones occur from time to time,which can cause many kinds of mech... When using high-voltage transmission lines for energy transmission in loess hilly regions,local extreme wind fields such as turbulence and high-speed cyclones occur from time to time,which can cause many kinds of mechanical and electrical failures,seriously affecting the reliable and stable energy transmission of the power grid.The existing research focuses on the wind field simulation of ideal micro-terrain and actual terrain with mostly single microterrain characteristics.Model boundary constraints and the influence of constrained boundaries are the main problems that need to be solved to accurately model and simulate complex flow fields.In this paper,a flow field simulation method based on circular boundary constraints is carried out.During the study,the influence of the model boundary and the selection conditions of themodeling range are systematically analyzed.It is more suitable to make sure that the air domain is 4 times higher than the height of the hill undulations,in addition to ensuring that there should be a minimum of 400 m between the study region and the boundary.Then,an actual terrain model of a power grid line in Shanxi is established,through the method proposed in this paper,the wind speed at the location of the transmission tower line under different wind directions is analyzed,and it is found that when the incidence direction is 45 degrees north by east the wind speed is the highest.The findings demonstrate that the circular boundary model has the advantage of more easily adjusting the wind incidence direction,in addition to theoretically reducing the errors caused by traditional models in boundary processing.It can accurately obtain the distribution characteristics of the flow field affected by the terrain,and quickly screen out the extreme working conditions that are most harmful to the transmission lines in the actual transmission line for energy transmission in complex loess hilly regions. 展开更多
关键词 TRIANGULATION finite element analysis most dangerous angle
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