We present a new pattern recognition system based on moving average and linear discriminant analysis （LDA）, which can be used to process the original signal of the new polymer quartz piezoelectric crystal air-sensit...We present a new pattern recognition system based on moving average and linear discriminant analysis （LDA）, which can be used to process the original signal of the new polymer quartz piezoelectric crystal air-sensitive sensor system we designed, called the new e-nose. Using the new e-nose, we obtain the template datum of Chinese spirits via a new pattern recognition system. To verify the effectiveness of the new pattern recognition system, we select three kinds of Chinese spirits to test, our results confirm that the new pattern recognition system can perfectly identify and distinguish between the Chinese spirits.展开更多
Applying computer technology to the field of food safety,and how to identify liquor quickly and accurately,is of vital importance and has become a research focus.In this paper,sparse principal component analysis(SPCA)...Applying computer technology to the field of food safety,and how to identify liquor quickly and accurately,is of vital importance and has become a research focus.In this paper,sparse principal component analysis(SPCA)was applied to seek sparse factors of the mid-infrared(MIR)spectra of five famous vintage year Chinese spirits.The results showed while meeting the maximum explained variance,23 sparse principal components(PCs)were selected as features in a support vector machine(SVM)model,which obtained a 97%classification accuracy.By comparison principal component analysis(PCA)selected 10 PCs as features but only achieved an 83%classification accuracy.Although both approaches were better than a direct SVM approach based on the classification results(64%classification accuracy),they also demonstrated the importance of extracting sparse PCs,which captured most important information.The combination of computer technology SPCA and MIR provides a new and convenient method for liquor identification in food safety.展开更多
Excessive alcohol consumption(≥15 drinks per week)causes chronic diseases and multiple other health conditions.Nevertheless,alcohol beverages have been used as a vital medicine ingredient in various cultures since an...Excessive alcohol consumption(≥15 drinks per week)causes chronic diseases and multiple other health conditions.Nevertheless,alcohol beverages have been used as a vital medicine ingredient in various cultures since ancient times.A wealth of epidemiological and experimental research has shown that light-moderate alcohol consumption,regardless of beverage type,is associated with reducing cardiovascular incidence and mortality rate.Due to the disparities in raw materials,fermentation techniques,production environment,etc.,alcoholic beverages tend to possess different non-ethanol component profiles,thus resulting in varying degrees of health effects.Furthermore,bioactive compounds in alcohol are continuously discovered as well as the mechanisms underlying their cardioprotective contributions at a molecular level.This article elucidates the epidemiology of moderate alcohol consumption and various cardiovascular conditions,along with the limitations and controversies of current studies.In addition,protective effects and putative mechanisms of both ethanol and non-ethanol components of wine,beer,and Chinese Baijiu,the three most representative alcoholic beverages worldwide,are to be evaluated within the context of a rational drinking pattern.展开更多
This paper presents a new pattern recognition system for Chinese spirit identification by using the polymer quartz piezoelectric crystal sensor based e-nose. The sensors are designed based on quartz crystal microbala...This paper presents a new pattern recognition system for Chinese spirit identification by using the polymer quartz piezoelectric crystal sensor based e-nose. The sensors are designed based on quartz crystal microbalance（QCM） principle,and they could capture different vibration frequency signal values for Chinese spirit identification. For each sensor in an8-channel sensor array, seven characteristic values of the original vibration frequency signal values, i.e., average value（A）,root-mean-square value（RMS）, shape factor value（S_f）, crest factor value（C_f）, impulse factor value（I_f）, clearance factor value（CL_f）, kurtosis factor value（K_v） are first extracted. Then the dimension of the characteristic values is reduced by the principle components analysis（PCA） method. Finally the back propagation（BP） neutral network algorithm is used to recognize Chinese spirits. The experimental results show that the recognition rate of six kinds of Chinese spirits is 93.33% and our proposed new pattern recognition system can identify Chinese spirits effectively.展开更多
Based on the concept of cultural consciousness, this paper clarifies the misunderstanding of the "Four Great Inventions", then defines the concept of inventions and corresponding grading and rating systems. ...Based on the concept of cultural consciousness, this paper clarifies the misunderstanding of the "Four Great Inventions", then defines the concept of inventions and corresponding grading and rating systems. Numerous senior historians of science and technology were invited to review the great Chinese inventions before the book The Thirty Great Chinese Inventions was finally compiled and published. This paper also points out that the Chinese themselves must clearly understand things concerning China and China must have a say over the issue of inventions. The scientific spirit of deriving truth from facts must be rigorously upheld during the study and rating of great inventions.展开更多
China has made significant strides in economic and social development since reform and opening up over the past four decades.This process has been influenced by the exceptional innovation and entrepreneurship of Chine...China has made significant strides in economic and social development since reform and opening up over the past four decades.This process has been influenced by the exceptional innovation and entrepreneurship of Chinese business leaders,as well as their profound sentiments of compassion for the world and their country.It is of great significance to foster and promote an entrepreneurial spirit with distinctive Chinese characteristics.Not only is such spirit essential to the high-quality development of enterprises and the economy,but it is also a critical impetus for achieving Chinese modernization.Nevertheless,there is still a paucity of adequate theoretical discourse on the cultural origins and entrepreneurial spirit of outstanding Chinese business leaders.This paper employs the classical grounded theory method to conduct a 10-year follow-up research on 11 representative entrepreneurs and their enterprises.The results indicate that these entrepreneurs exhibit an evolving worldview along the paths of“self-cultivation and moral conduct”,“assisting employees to achieve”,“multilateral symbiosis”,and“the oneness of existence”when interacting with themselves,employees,partners,the general public,and all things in nature.Such entrepreneurial spirit is embodied in this paper as the“Tianxia(all-under-heaven)worldview”.Through theoretical construction,this study defines the concept of“Tianxia worldview”and extensively examines the distinctions and connections between the broadminded“Tianxia worldview”and the kinship-centered“differential mode of association”in terms of internal structure,value orientation,and applicable groups.It is posited that the transition from the former to the latter is a continuous process of transcendence and evolution of the individual mindset.This study has theoretical significance in the context of advancing the research on the Chinese entrepreneurial spirit,transcending the constraints of the management approach based on the“differential mode of association”,and enhancing the research on social responsibility from the perspective of“benefit corporations”.It also has practical value in overcoming the trust dilemma and development impediment of family businesses,ensuring that enterprises consciously fulfill their social responsibilities in a broader social context,and achieving common prosperity and progress for both enterprises and society.展开更多
基金Project supported by the National High Technology Research and Development Program of China(Grant No.2013AA030901)
文摘We present a new pattern recognition system based on moving average and linear discriminant analysis （LDA）, which can be used to process the original signal of the new polymer quartz piezoelectric crystal air-sensitive sensor system we designed, called the new e-nose. Using the new e-nose, we obtain the template datum of Chinese spirits via a new pattern recognition system. To verify the effectiveness of the new pattern recognition system, we select three kinds of Chinese spirits to test, our results confirm that the new pattern recognition system can perfectly identify and distinguish between the Chinese spirits.
基金This work was financially supported by the National Nature Science Foundation of China(Grant Number:61962010).
文摘Applying computer technology to the field of food safety,and how to identify liquor quickly and accurately,is of vital importance and has become a research focus.In this paper,sparse principal component analysis(SPCA)was applied to seek sparse factors of the mid-infrared(MIR)spectra of five famous vintage year Chinese spirits.The results showed while meeting the maximum explained variance,23 sparse principal components(PCs)were selected as features in a support vector machine(SVM)model,which obtained a 97%classification accuracy.By comparison principal component analysis(PCA)selected 10 PCs as features but only achieved an 83%classification accuracy.Although both approaches were better than a direct SVM approach based on the classification results(64%classification accuracy),they also demonstrated the importance of extracting sparse PCs,which captured most important information.The combination of computer technology SPCA and MIR provides a new and convenient method for liquor identification in food safety.
基金supported by the National Natural Science Foundation of P.R. China (No.31972193)the Science and Technology Program of Tibet Autonomous Region,China(XZ202001ZY0017N)
文摘Excessive alcohol consumption(≥15 drinks per week)causes chronic diseases and multiple other health conditions.Nevertheless,alcohol beverages have been used as a vital medicine ingredient in various cultures since ancient times.A wealth of epidemiological and experimental research has shown that light-moderate alcohol consumption,regardless of beverage type,is associated with reducing cardiovascular incidence and mortality rate.Due to the disparities in raw materials,fermentation techniques,production environment,etc.,alcoholic beverages tend to possess different non-ethanol component profiles,thus resulting in varying degrees of health effects.Furthermore,bioactive compounds in alcohol are continuously discovered as well as the mechanisms underlying their cardioprotective contributions at a molecular level.This article elucidates the epidemiology of moderate alcohol consumption and various cardiovascular conditions,along with the limitations and controversies of current studies.In addition,protective effects and putative mechanisms of both ethanol and non-ethanol components of wine,beer,and Chinese Baijiu,the three most representative alcoholic beverages worldwide,are to be evaluated within the context of a rational drinking pattern.
基金Project supported by the National High Technology Research and Development Program of China(Grant No.2013AA030901)the Fundamental Research Funds for the Central Universities,China(Grant No.FRF-TP-14-120A2)
文摘This paper presents a new pattern recognition system for Chinese spirit identification by using the polymer quartz piezoelectric crystal sensor based e-nose. The sensors are designed based on quartz crystal microbalance（QCM） principle,and they could capture different vibration frequency signal values for Chinese spirit identification. For each sensor in an8-channel sensor array, seven characteristic values of the original vibration frequency signal values, i.e., average value（A）,root-mean-square value（RMS）, shape factor value（S_f）, crest factor value（C_f）, impulse factor value（I_f）, clearance factor value（CL_f）, kurtosis factor value（K_v） are first extracted. Then the dimension of the characteristic values is reduced by the principle components analysis（PCA） method. Finally the back propagation（BP） neutral network algorithm is used to recognize Chinese spirits. The experimental results show that the recognition rate of six kinds of Chinese spirits is 93.33% and our proposed new pattern recognition system can identify Chinese spirits effectively.
文摘Based on the concept of cultural consciousness, this paper clarifies the misunderstanding of the "Four Great Inventions", then defines the concept of inventions and corresponding grading and rating systems. Numerous senior historians of science and technology were invited to review the great Chinese inventions before the book The Thirty Great Chinese Inventions was finally compiled and published. This paper also points out that the Chinese themselves must clearly understand things concerning China and China must have a say over the issue of inventions. The scientific spirit of deriving truth from facts must be rigorously upheld during the study and rating of great inventions.
基金a result of the Major Project of Marxist Theory Research and Construction in 2023 and Major Project of the National Social Science Fund of China(NSSFC)“Research on Education,Science and Technology,and Talent as Fundamental Strategic Support for the Comprehensive Construction of a Modern Socialist Country”(Grant No.2023MZD010)General Project of the National Natural Science Foundation of China(NSFC)“The Tianxia Worldview of Contemporary Chinese Entrepreneurs:Concept Proposal,Scale Design,and Efficacy Verification”(Grant No.72072061)2020 Guangzhou Philosophy and Social Science Planning Project“Research on the Social Network and Development Mechanism of Enterprise-Driven Traditional Culture Revival in the Guangdong-Hong Kong-Macao Greater Bay Area”(Grant No.2020GZYB19).
文摘China has made significant strides in economic and social development since reform and opening up over the past four decades.This process has been influenced by the exceptional innovation and entrepreneurship of Chinese business leaders,as well as their profound sentiments of compassion for the world and their country.It is of great significance to foster and promote an entrepreneurial spirit with distinctive Chinese characteristics.Not only is such spirit essential to the high-quality development of enterprises and the economy,but it is also a critical impetus for achieving Chinese modernization.Nevertheless,there is still a paucity of adequate theoretical discourse on the cultural origins and entrepreneurial spirit of outstanding Chinese business leaders.This paper employs the classical grounded theory method to conduct a 10-year follow-up research on 11 representative entrepreneurs and their enterprises.The results indicate that these entrepreneurs exhibit an evolving worldview along the paths of“self-cultivation and moral conduct”,“assisting employees to achieve”,“multilateral symbiosis”,and“the oneness of existence”when interacting with themselves,employees,partners,the general public,and all things in nature.Such entrepreneurial spirit is embodied in this paper as the“Tianxia(all-under-heaven)worldview”.Through theoretical construction,this study defines the concept of“Tianxia worldview”and extensively examines the distinctions and connections between the broadminded“Tianxia worldview”and the kinship-centered“differential mode of association”in terms of internal structure,value orientation,and applicable groups.It is posited that the transition from the former to the latter is a continuous process of transcendence and evolution of the individual mindset.This study has theoretical significance in the context of advancing the research on the Chinese entrepreneurial spirit,transcending the constraints of the management approach based on the“differential mode of association”,and enhancing the research on social responsibility from the perspective of“benefit corporations”.It also has practical value in overcoming the trust dilemma and development impediment of family businesses,ensuring that enterprises consciously fulfill their social responsibilities in a broader social context,and achieving common prosperity and progress for both enterprises and society.
