The current era of Big Data has led to the use of advanced AI programs that can learn from individual data points, providing intelligent feedback in real time. Their ability to learn and grow more complex is particularly important when they are applied to smart health systems. These systems carry out an analysis of patient data through the use of machine learning and deep learning methods with customizable models designed using the latest advancements in artificial intelligence software. Furthermore, Big Data Analytics has also allowed for a new form of computational intelligence, which is cognitive computing. Experimental results: the average query performance acceleration ratio of the designed complex network big data overlapping information detection method and the other two detection methods is 11.585, 17.411 and 17.642, which proves that the detection method integrates the advantages of cloud computing platform has a higher performance.
{"title":"Evaluation of Big Data Analytics and Cognitive Computing in Smart Health Systems","authors":"B. Hu, Zhenhan Zhang","doi":"10.5912/jcb1088","DOIUrl":"https://doi.org/10.5912/jcb1088","url":null,"abstract":"The current era of Big Data has led to the use of advanced AI programs that can learn from individual data points, providing intelligent feedback in real time. Their ability to learn and grow more complex is particularly important when they are applied to smart health systems. These systems carry out an analysis of patient data through the use of machine learning and deep learning methods with customizable models designed using the latest advancements in artificial intelligence software. Furthermore, Big Data Analytics has also allowed for a new form of computational intelligence, which is cognitive computing. Experimental results: the average query performance acceleration ratio of the designed complex network big data overlapping information detection method and the other two detection methods is 11.585, 17.411 and 17.642, which proves that the detection method integrates the advantages of cloud computing platform has a higher performance.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45345717","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}
The paper follows the experimental study of "the effect of computer-assisted instruction on piano teaching: An experimental study of students of biological sciences". It analyzes the results, which show a significant increase in practice time and success rate. Scientists from both universities have been working on a project to see if computer-assisted instruction would be useful for music education. They ran an experiment with students to see its effects. They found that it had greater effects on some types of learning than others. The paper summarizes the findings and talks about implications for future research in this field as well as practical applications for computer-assisted instruction in various fields, including education. Evaluation was based on three areas: practice, piano playing, and music appreciation. Students were divided into two groups: computer students and students without computers. The research team had expected that by using the computer, students will be able to practice longer and improve more quickly. The experiment also supposed that the additional practice would affect their concentration and listening skills in playing well-known pieces of music.
{"title":"The Effect of Computer-Assisted Instruction on Piano Education: An Experimental Study of Students of biological sciences","authors":"Xuesheng Huang, Yanqing Hu","doi":"10.5912/jcb1073","DOIUrl":"https://doi.org/10.5912/jcb1073","url":null,"abstract":"The paper follows the experimental study of \"the effect of computer-assisted instruction on piano teaching: An experimental study of students of biological sciences\". It analyzes the results, which show a significant increase in practice time and success rate. Scientists from both universities have been working on a project to see if computer-assisted instruction would be useful for music education. They ran an experiment with students to see its effects. They found that it had greater effects on some types of learning than others. The paper summarizes the findings and talks about implications for future research in this field as well as practical applications for computer-assisted instruction in various fields, including education. Evaluation was based on three areas: practice, piano playing, and music appreciation. Students were divided into two groups: computer students and students without computers. The research team had expected that by using the computer, students will be able to practice longer and improve more quickly. The experiment also supposed that the additional practice would affect their concentration and listening skills in playing well-known pieces of music.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43519943","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}
The transition from traditional agriculture to tunnel farming is expected to be beneficial for the environment, leading to increased productivity and lower CO2 emissions per unit of rice. However, it is unclear whether the benefits will outweigh the additional costs of this method. To evaluate this issue, we make a cost-effectiveness analysis using a lifecycle approach in which farm management costs are equated with environmental damages due to nitrogen leaching and soil degradation. The benefits of tunnel farming are found to exceed its additional costs by up to 89 percent when comparing long-run production levels between two simulations: one including fertilisation, pollution control equipment and other inputs for traditional agriculture; one including all inputs necessary for tunnel farming.
{"title":"Evaluation of Tunnel farming for more productive than traditional agriculture","authors":"Junwei Zhou","doi":"10.5912/jcb1042","DOIUrl":"https://doi.org/10.5912/jcb1042","url":null,"abstract":"The transition from traditional agriculture to tunnel farming is expected to be beneficial for the environment, leading to increased productivity and lower CO2 emissions per unit of rice. However, it is unclear whether the benefits will outweigh the additional costs of this method. To evaluate this issue, we make a cost-effectiveness analysis using a lifecycle approach in which farm management costs are equated with environmental damages due to nitrogen leaching and soil degradation. The benefits of tunnel farming are found to exceed its additional costs by up to 89 percent when comparing long-run production levels between two simulations: one including fertilisation, pollution control equipment and other inputs for traditional agriculture; one including all inputs necessary for tunnel farming.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48900633","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}
The current signal capture algorithm uses the correlation function of the signal to achieve capture, which not only has high processing complexity, but also leads to low synchronous capture accuracy. In order to improve the adaptability of the binary offset carrier signal capture algorithm and to improve the defects of the traditional capture algorithm, the spectrum correction-based binary offset carrier signal capture algorithm will be studied. Based on the established binary offset carrier signal model, the signal tracking capture loop is designed. After the spectral correction processing of the signal, the judgment loop is designed based on the bandwidth folding principle to realize the signal capture. The simulation experiments show that the average capture rate of the studied signal capture algorithm is 95.63%, and the main peak amplitude of the captured signal is higher and the capture effect is better.
{"title":"Development of the Digital Health Literacy Instrument: Measuring a Broad Spectrum","authors":"Ning Chen, Hui Li, Yali Li*","doi":"10.5912/jcb1056","DOIUrl":"https://doi.org/10.5912/jcb1056","url":null,"abstract":"The current signal capture algorithm uses the correlation function of the signal to achieve capture, which not only has high processing complexity, but also leads to low synchronous capture accuracy. In order to improve the adaptability of the binary offset carrier signal capture algorithm and to improve the defects of the traditional capture algorithm, the spectrum correction-based binary offset carrier signal capture algorithm will be studied. Based on the established binary offset carrier signal model, the signal tracking capture loop is designed. After the spectral correction processing of the signal, the judgment loop is designed based on the bandwidth folding principle to realize the signal capture. The simulation experiments show that the average capture rate of the studied signal capture algorithm is 95.63%, and the main peak amplitude of the captured signal is higher and the capture effect is better.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43216415","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}
In China, some rural areas are witnessing a new entrepreneurial revolution. Rural entrepreneurship has become a key driver of economic development in the country. With their innovative ideas and efforts, rural entrepreneurs have created new jobs and economic growth models in rural areas. But equally as important is that they are creating opportunities for local people to participate in the economy, contributing to social equity and building a common future for China's rural farmers and communities. Rural entrepreneurship is an opportunity for people who have not previously enjoyed similar opportunities because of their geographical location or lack of education or more traditional sources of employment. They bring innovation, business skills, and capital into these regions at levels previously unfeasible without the assistance from these entrepreneurs.
{"title":"RURAL ENTREPRENEURSHIP OPPORTUNITIES IN NORTH EASTERN REGION OF China","authors":"W. Gan","doi":"10.5912/jcb1067","DOIUrl":"https://doi.org/10.5912/jcb1067","url":null,"abstract":"In China, some rural areas are witnessing a new entrepreneurial revolution. Rural entrepreneurship has become a key driver of economic development in the country. With their innovative ideas and efforts, rural entrepreneurs have created new jobs and economic growth models in rural areas. But equally as important is that they are creating opportunities for local people to participate in the economy, contributing to social equity and building a common future for China's rural farmers and communities. Rural entrepreneurship is an opportunity for people who have not previously enjoyed similar opportunities because of their geographical location or lack of education or more traditional sources of employment. They bring innovation, business skills, and capital into these regions at levels previously unfeasible without the assistance from these entrepreneurs.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48878272","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}
Bioenergy storage systems in plants and animals involve a number of different metabolic pathways that can be utilized to store the energy obtained from external sources. One of these pathways entails the conversion of carbohydrates into fatty acids and their subsequent esterification into triglycerides. This provides a natural storage form for the energy produced by photosynthesis, which is used as an alternative to batteries or other forms of electrical storage. These energy storage systems provide a means to store energy while still using the natural productivity of the system. The results of this study will be used to investigate how long-term storage alters metabolic pathways due to the effects of temperature and sunlight. This will provide insight into how these types of organisms can be manipulated for use as a possible alternative form of electrical energy storage and hopefully have a positive effect in regards to our daily lives.
{"title":"Electrical energy storage with engineered biological systems","authors":"Hongping Qin, Xun Zhang, Youwu Xu","doi":"10.5912/jcb1069","DOIUrl":"https://doi.org/10.5912/jcb1069","url":null,"abstract":"Bioenergy storage systems in plants and animals involve a number of different metabolic pathways that can be utilized to store the energy obtained from external sources. One of these pathways entails the conversion of carbohydrates into fatty acids and their subsequent esterification into triglycerides. This provides a natural storage form for the energy produced by photosynthesis, which is used as an alternative to batteries or other forms of electrical storage. These energy storage systems provide a means to store energy while still using the natural productivity of the system. The results of this study will be used to investigate how long-term storage alters metabolic pathways due to the effects of temperature and sunlight. This will provide insight into how these types of organisms can be manipulated for use as a possible alternative form of electrical energy storage and hopefully have a positive effect in regards to our daily lives.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47313942","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}
In fields such as healthcare, the use of data can lead to an increased chance of reaching patient outcomes. This research project aims to develop an effective way to analyze clustering algorithms in machine learning for healthcare data. This paper investigates four different algorithms and provides a comparison of their efficiency. Data in science and technology are expanding at an exponential rate. It is important that these changes can be analyzed properly with algorithms so that they can be used appropriately and efficiently during the analysis process, specifically when it comes to health care. Automated systems are becoming more prevalent in today’s society because they have the ability to analyze large amounts of information automatically which extends their usage throughout many industries.
{"title":"Analysis of Clustering Algorithms in Machine Learning for Healthcare Data","authors":"Jingyou Zhang, Haiping Zhong","doi":"10.5912/jcb1055","DOIUrl":"https://doi.org/10.5912/jcb1055","url":null,"abstract":"In fields such as healthcare, the use of data can lead to an increased chance of reaching patient outcomes. This research project aims to develop an effective way to analyze clustering algorithms in machine learning for healthcare data. This paper investigates four different algorithms and provides a comparison of their efficiency. Data in science and technology are expanding at an exponential rate. It is important that these changes can be analyzed properly with algorithms so that they can be used appropriately and efficiently during the analysis process, specifically when it comes to health care. Automated systems are becoming more prevalent in today’s society because they have the ability to analyze large amounts of information automatically which extends their usage throughout many industries.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45581640","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}
Tian Wang, Yining Wang, Xiangyang Zhang, Zengxin L
This research study aims to measure the nexus between that green financial management, economic development, and that system in a post-pandemic world. This paper is based on the financial profit of financial derivatives of listed companies. This paper is an analytical and calculating instrument for analyzing the efficiency and effectiveness of your company's cost-benefit tradeoff, and improving management efficiency. This research is based on secondary data form, and data was collected from the world development indicators. By data was collected used different websites regarding green financial management and the post-pandemic world. This research study depends on an analysis based and for test analysis used eviews software to measure the nexus between economic development and systems, the green financial management in a post-pandemic world. This research study used different tools and techniques, including descriptive statistical analysis, the correlation coefficient, and the regression test analysis between dependent and independent variables. The unit root test and histogram graphical test analysis also presented the effect of green financial management and the post-pandemic of the world (COVID-19). For this purpose used some variables related to economic development, including gross domestic product (GDP), Per capita income (PCI), working capital (W.C.), etc. For measuring the data analysis, the overall result found an inverse (Negative) impact between green financial management and economic development due to the post-pandemic of world.
{"title":"Mean clustering estimation method of financial profit of financial derivatives of listed companies","authors":"Tian Wang, Yining Wang, Xiangyang Zhang, Zengxin L","doi":"10.5912/jcb1202","DOIUrl":"https://doi.org/10.5912/jcb1202","url":null,"abstract":"This research study aims to measure the nexus between that green financial management, economic development, and that system in a post-pandemic world. This paper is based on the financial profit of financial derivatives of listed companies. This paper is an analytical and calculating instrument for analyzing the efficiency and effectiveness of your company's cost-benefit tradeoff, and improving management efficiency. This research is based on secondary data form, and data was collected from the world development indicators. By data was collected used different websites regarding green financial management and the post-pandemic world. This research study depends on an analysis based and for test analysis used eviews software to measure the nexus between economic development and systems, the green financial management in a post-pandemic world. This research study used different tools and techniques, including descriptive statistical analysis, the correlation coefficient, and the regression test analysis between dependent and independent variables. The unit root test and histogram graphical test analysis also presented the effect of green financial management and the post-pandemic of the world (COVID-19). For this purpose used some variables related to economic development, including gross domestic product (GDP), Per capita income (PCI), working capital (W.C.), etc. For measuring the data analysis, the overall result found an inverse (Negative) impact between green financial management and economic development due to the post-pandemic of world.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43582871","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}
The COVID-19 pandemic has led to new challenges for teachers as well as students in different countries. International scholars and researchers provide insight into the success of blended learning approaches that foster social and emotional connectedness, affective learning processes, feedback loops, cultural understanding and dialogue. This article will explore how a blended teaching strategy was developed during the COVID-19 pandemic that brings together web-based teaching with face-to-face interaction in order to support the resilience of students from different countries. Online teaching is used primarily for course materials and exams, but increasingly it is being used for other educational activities including helping people to recover from mental illness or disaster.
{"title":"An effective blended online Political teaching and learning strategy during the COVID-19 pandemic","authors":"Wang Meng, Liu Dan-dan","doi":"10.5912/jcb1066","DOIUrl":"https://doi.org/10.5912/jcb1066","url":null,"abstract":"The COVID-19 pandemic has led to new challenges for teachers as well as students in different countries. International scholars and researchers provide insight into the success of blended learning approaches that foster social and emotional connectedness, affective learning processes, feedback loops, cultural understanding and dialogue. This article will explore how a blended teaching strategy was developed during the COVID-19 pandemic that brings together web-based teaching with face-to-face interaction in order to support the resilience of students from different countries. Online teaching is used primarily for course materials and exams, but increasingly it is being used for other educational activities including helping people to recover from mental illness or disaster.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47539873","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}
The basic purpose of this research study is to determine the analysis of the critical review of social entrepreneurship and its relationship with information technology. This research study was conducted in the UK related to social entrepreneurship and information technology. This research study is based on primary data analysis for collecting the data using specific questions related to the variables. These data were collected from social entrepreneurs and businessmen, owners of the companies, and then critical reviews on these activities related to information technology. Social entrepreneurship is the main independent variable. It includes social capital, social innovation, and social networking site. These are all subpart of social entrepreneurship. Information technology is a dependent variable. This research study depends upon primary data for measuring the research study using smart P.L.S. software and running different results. The smart P.L.S. Algorithm model, the indicator correlation, R square, reliability, and discriminant validity analysis measure the critical review of social entrepreneurship and its relationship with information technology. The over result found that social entrepreneurship shows that positive and significant relationship between them. Social capital and innovation also show a significant negative relationship with information technology. The social networking site presents a positive and significant relationship with information technology.
{"title":"Analysis of the critical review of social entrepreneurship and its relationship with information technology","authors":"Helen wake, Julius Taba, Elizabeth cooper","doi":"10.5912/jcb1295","DOIUrl":"https://doi.org/10.5912/jcb1295","url":null,"abstract":"The basic purpose of this research study is to determine the analysis of the critical review of social entrepreneurship and its relationship with information technology. This research study was conducted in the UK related to social entrepreneurship and information technology. This research study is based on primary data analysis for collecting the data using specific questions related to the variables. These data were collected from social entrepreneurs and businessmen, owners of the companies, and then critical reviews on these activities related to information technology. Social entrepreneurship is the main independent variable. It includes social capital, social innovation, and social networking site. These are all subpart of social entrepreneurship. Information technology is a dependent variable. This research study depends upon primary data for measuring the research study using smart P.L.S. software and running different results. The smart P.L.S. Algorithm model, the indicator correlation, R square, reliability, and discriminant validity analysis measure the critical review of social entrepreneurship and its relationship with information technology. The over result found that social entrepreneurship shows that positive and significant relationship between them. Social capital and innovation also show a significant negative relationship with information technology. The social networking site presents a positive and significant relationship with information technology.","PeriodicalId":88541,"journal":{"name":"Journal of commercial biotechnology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43426007","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}
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