Research on the Improvement and Innovation Paths of Teaching Quality in Private Universities in Zhejiang Province in the Digital Era

In the digital era,the education and teaching of private undergraduate universities in China are undergoing innovative reform.This article uses the literature review method to conduct a survey and research on the quality of teaching resources,teaching platforms,and literature reserves,and proposes a series of strategies and innovative paths to improve the teaching quality of private undergraduate universities.The research results show that the rational use of digital technology can improve the quality of education and teaching,and achieve innovative development in education and teaching.The research results have certain theoretical value and guiding significance for the teaching reform of private undergraduate universities under the background of digital teaching.

An Analysis of Innovative Contributions to the Important Discourse on the Development of New Quality Productivity

The discourse on developing high-quality productivity marks a significant theoretical innovation,which is conducive to the modernization and sinicization of Marxism.It refines our understanding of“new quality productivity,”defining it as an advanced form driven by innovation,embodying“high technology,efficiency,and quality,”with the aim of comprehensively enhancing productivity.It elucidates the necessity of cultivating such forces,asserting that they are crucial for achieving high-quality development,securing a leading position in global technology,and fulfilling the aspirations for a better life.Moreover,it outlines a new implementation route,emphasizing strategies such as fostering technological autonomy,nurturing emerging industries,integrating education and talent in technology,adopting a“build through challenges”approach,adjusting solutions locally,and providing categorized guidance,all of which are based on the ongoing comprehensive reforms.

Variational Quality Control of Non-Gaussian Innovations in the GRAPES m3DVAR System: Mass Field Evaluation of Assimilation Experiments

The existence of outliers can seriously influence the analysis of variational data assimilation.Quality control allows us to effectively eliminate or absorb these outliers to produce better analysis fields.In particular,variational quality control(VarQC) can process gray zone outliers and is thus broadly used in variational data assimilation systems.In this study,governing equations are derived for two VarQC algorithms that utilize different contaminated Gaussian distributions(CGDs): Gaussian plus flat distribution and Huber norm distribution.As such,these VarQC algorithms can handle outliers that have non-Gaussian innovations.Then,these VarQC algorithms are implemented in the Global/Regional Assimilation and PrEdiction System(GRAPES) model-level three-dimensional variational data assimilation(m3 DVAR) system.Tests using artificial observations indicate that the VarQC method using the Huber distribution has stronger robustness for including outliers to improve posterior analysis than the VarQC method using the Gaussian plus flat distribution.Furthermore,real observation experiments show that the distribution of observation analysis weights conform well with theory,indicating that the application of VarQC is effective in the GRAPES m3 DVAR system.Subsequent case study and longperiod data assimilation experiments show that the spatial distribution and amplitude of the observation analysis weights are related to the analysis increments of the mass field(geopotential height and temperature).Compared to the control experiment,VarQC experiments have noticeably better posterior mass fields.Finally,the VarQC method using the Huber distribution is superior to the VarQC method using the Gaussian plus flat distribution,especially at the middle and lower levels.

Does financial development moderate the link between technological innovation and environmental indicators?An advanced panel analysis

This study analyzes the role of financial development(FD)on the impact of technologi-cal innovation(TI)on six environmental quality indicators for the 25 economies that are part of the Organization for Economic Cooperation and Development for the period from 2000 to 2019.We use a two-step dynamic generalized method of moments approach to understand this relationship.The results show that FD augments the posi-tive effects of TI on four of the six environmental indicators,namely ecological foot-print,adjusted net savings,pressure on nature,and environmental performance.However,no significant effects on environmental sustainability and environmental vulnerability indices were found.When considering all of the environmental quality indicators,TI appears to enhance environmental quality.We find evidence to support the existence of the environmental Kuznets curve in the context of each environmen-tal indicator and economic growth.Moreover,FD and energy consumption appear to accelerate environmental degradation.Based on these results,FD should be viewed as an important parameter in designing policies for innovation to achieve the goal of net-zero carbon emissions.Highlights.Technological innovation and environmental quality nexus is studied.The moderating role of financial development is analyzed.Six different environmental quality indicators are used for OECD countries.Financial development intensifies the environmental benefits of innovation.•The EKC hypothesis is confirmed for all six environmental indicators.

Cultivate Innovative and Entrepreneurial Qualities among Medical Students through Curriculum Ideology and Politics

As the main body of promoting the development of medical science and technology, medical students play an extremely important role in promoting the construction of new medical science. New medicine is a new concept based on the development of traditional medicine, breaking the discipline barrier, aiming to cultivate composite talents, taking reality as the orientation, and combining with the Internet, big data and artificial intelligence. Cultivating medical students’ innovation and entrepreneurship literacy is not only the internal need of the construction of innovative medical talents in new medical sciences, but also the development need of promoting the optimization of medical disciplines and effectively promoting the construction of an innovative country. As the main place for training medical talents, medical colleges and universities should integrate classroom ideology and politics with the new medical background to improve medical students’ professional knowledge, professional ethics, humanistic quality and scientific and technological quality, promote the cultivation of medical students’ innovative spirit, and further innovate medical theories, technologies and concepts. It lays a solid foundation for cultivating top medical talents with both innovative thinking and cultural self-confidence and building an innovative country.

Education and Ecological Innovation Empowered by Technology:Innovation Practices in Inner Mongolia Universities

This study aims to conduct a thorough analysis of the core elements of educational innovation in Inner Mongolian universities and their mechanisms for enhancing educational quality.By examining technological applications,innovative teaching models,and the educational ecosystem,this paper explores the ways in which technological empowerment enhances students’learning experiences,the impact of innovative teaching models on educational quality,and the practical outcomes of ecological innovation theory in education.Additionally,relevant recommendations are provided for the future development trends of educational innovation in Inner Mongolian universities.

Research on the Impact of Innovation Drivers on the Quality of Economic Growth in China

The quality of economic growth is a prominent issue in the process of economic growth worldwide.This paper builds relevant econometric models and uses the provincial panel data from 2003 to 2015 to analyze the impact of innovation drivers on China’s economic growth.The empirical results show that technological innovation and institutional innovation have a significant role in promoting the quality of China’s economic growth,and the effect of institutional innovation is stronger than that of technological innovation.In terms of regions,the innovation driver has the greatest contribution to the quality of economic growth in the eastern region of China,with the western and central parts ranking second and third.However,the role of institutional innovation in the eastern region is prominent,and the role of technological innovation is weak.Only institutional innovation in the central region has a significant role in promoting the quality of economic growth.Only technological innovation in the western region has a positive effect on the quality of economic growth,and the impact is weak.The regional differences in the impact of innovation-driven economic growth are obvious.

Innovation of Supervision System for Quality and Safety of Edible Agricultural Products

This paper elaborated multidimensional characteristics of quality and safety of agricultural products,introduced current situation of quality and safety supervision of edible agricultural products in China,analyzed existing problems of quality and safety supervision system and corresponding reasons,and finally came up with recommendations for innovation of supervision system for quality and safety of agricultural products.

A Study on Construction of Quality Security System in the Cultivation of Top-notch Innovative Medical Talents

In order to cultivate the top-notch innovative talents with the intemational perspectives, on the basis of the principles of objective, utility, humanities and practice, medical institutions should update the concept of talent cultivation led by employment, innovate teaching mode by deepening teaching reform, optimize the teaching staff by strengthening cooperation between college and enterprise, widen the practical teaching by participating interaction with pharmaceutical industries, and improve the teaching supervision system by implementing quality requirements to construct quality security system in the cultivation of top-notch innovative medical talents.

The spillover effect of customers’ESG performance on suppliers’green innovation quality

This study investigates whether and how customer firms’environmental,social and governance(ESG)performance impacts suppliers’green innovation quality using a sample of Chinese A-share listed companies from 2009 to 2022.We find that customers’ESG performance facilitates suppliers’green innovation quality through green learning and corporate competition.Additional tests indicate that customers with stickier customer-supplier relationships and a more central position in the supply chain network than peers enhance suppliers’green innovation quality.After categorizing whether customers engage in greenwashing,we determine that those adherence to green principles,genuinely promote suppliers’green innovation quality.Finally,we find the above effect ultimately enhances suppliers’environmental performance.This study provides valuable insights for supply chain companies into collaboratively achieving sustainable development.

Short-Term Relay Quality Prediction Algorithm Based on Long and Short-Term Memory

The fraction defective of semi-finished products is predicted to optimize the process of relay production lines, by which production quality and productivity are increased, and the costs are decreased. The process parameters of relay production lines are studied based on the long-and-short-term memory network. Then, the Keras deep learning framework is utilized to build up a short-term relay quality prediction algorithm for the semi-finished product. A simulation model is used to study prediction algorithm. The simulation results show that the average prediction absolute error of the fraction is less than 5%. This work displays great application potential in the relay production lines.

Research on the Cultivation of Innovative Ability and Comprehensive Quality of International Translation Talent Serving National Strategy

Based on the value orientation of international translation talent as well as the present situation of personnel training in the context of national development strategy,this article offers a profound analysis for the talent on the training methods of innovative ability and comprehensive quality.Innovative talent that has a strong sense of social responsibility as well as the ability of directly participating in international activities should be fostered,so as to meet the need for economic developments and to better serve national economic construction.

Effectiveness of Integrating Innovative Quality Cultivation into Higher Vocational Mathematics Teaching

Mathematics teaching is the foundation and focus of higher vocational education.However,there are still a series of problems in the mathematics education of higher vocational colleges in China,such as students’enthusiasm for mathematics learning remain to be improved,and teachers still practice traditional teaching methods[1].In order to effectively improve this situation,it is necessary to reform the teaching of mathematics courses in higher vocational colleges,integrate the content of innovation quality cultivation,and implement scientific and reasonable teaching methods to achieve the effectiveness of mathematics teaching in higher vocational colleges.This paper mainly studies the effectiveness of cultivating innovative quality in the higher vocational mathematics teaching,with the hope to improve the overall quality of mathematics teaching.

The Innovation of the Theory of She Minority Music

In recent years, China increasingly pays attention to problems of quality education to produce more high-quality personnels. Today, quality education in our country is in full swing, and music art education in our country is going through a series of reforms, and has made rapid development to a certain extent. For a long time, She minority music in our country＇s national music plays a special role, and in today＇s construction of socialist market economy, innovation of traditional music is of great significance. This paper introduces the status of development of the traditional music culture, expounds the significance of the innovation of traditional music and puts forward some suggestions about innovation to traditional music

Innovation leads the way at ITMA 2019

Themed “Innovating the World of Textiles”, the 18th edition of ITMA, the world’s most established textile and garment technology exhibition, concluded successfully in Barcelona, Spain. The global textile and garment manufacturing industry converged at ITMA 2019, chalking up new records for the exhibition which has been held every four years since 1951. It featured many exciting new product launches and innovative technologies and products, including those that leverage the Internet of Things, by 1717 exhibitors from 45 countries.

Research on Welding Quality Traceability Model of Offshore Platform Block Construction Process

Quality traceability plays an essential role in assembling and welding offshore platform blocks.The improvement of the welding quality traceability system is conducive to improving the durability of the offshore platform and the process level of the offshore industry.Currently,qualitymanagement remains in the era of primary information,and there is a lack of effective tracking and recording of welding quality data.When welding defects are encountered,it is difficult to rapidly and accurately determine the root cause of the problem from various complexities and scattered quality data.In this paper,a composite welding quality traceability model for offshore platform block construction process is proposed,it contains the quality early-warning method based on long short-term memory and quality data backtracking query optimization algorithm.By fulfilling the training of the early-warning model and the implementation of the query optimization algorithm,the quality traceability model has the ability to assist enterprises in realizing the rapid identification and positioning of quality problems.Furthermore,the model and the quality traceability algorithm are checked by cases in actual working conditions.Verification analyses suggest that the proposed early-warningmodel for welding quality and the algorithmfor optimizing backtracking requests are effective and can be applied to the actual construction process.

Exploration of the Path to Improve the Innovative Quality and Ability of College and University Students

The improvement of college and university students'innovative quality and ability is necessary for colleges and universities to carry out the fundamental task of establishing moral education and cultivating innovative talents for the Party and the country.At present,there are several problems in the innovation of college and university students,including imperfect system and mechanism,incomplete integration of resources,insufficient understanding of themselves,and so on.In view of these problems,this study actively explores the path to enhance the innovative quality and ability of college and university students by improving the system and mechanism at the macro level,integrating resources to form synergy at the meso level,and motivating college and university students to engage in the process of ascending at the micro level.

Strategies for Cultivating College Students'Innovation and Entrepreneurial Ability

Employment is the first priority for survival today.With the increasingly severe employment situation,the employment problem of college students has become inevitable.In recent years,with the expansion of university scale,the number of university graduates is increasing rapidly,with an imbalance in the number,structure,and social demand of talents;moreover,there are significant differences between college students'employment quality and social expectations.In order to cultivate the innovation and entrepreneurship ability of college students,this paper provides new ideas,analyzes the factors affecting the formation and development of college students'innovation and entrepreneurship ability,as well as proposes several strategies to enhance its scientificity,pertinence,and effectiveness,which are conducive to further strengthening innovation and entrepreneurship education as well as cultivating innovation and entrepreneurship talents in colleges and universities,thus providing strong support for talent training and teaching reform in colleges and universities in China.It also provides a solid foundation for China's social innovation and entrepreneurship,along with innovative and entrepreneurial services to meet the needs of society,so as to improve the success rate of entrepreneurship among college students,effectively promote entrepreneurship-driven employment,and solve the employment problems of college students,which are conducive to China's rapid transformation into an innovative country and a powerful country in terms of human resources.

Artificial Intelligence in Internet of Things System for Predicting Water Quality in Aquaculture Fishponds

Aquaculture has long been a critical economic sector in Taiwan.Since a key factor in aquaculture production efficiency is water quality,an effective means of monitoring the dissolved oxygen content(DOC)of aquaculture water is essential.This study developed an internet of things system for monitoring DOC by collecting essential data related to water quality.Artificial intelligence technology was used to construct a water quality prediction model for use in a complete system for managing water quality.Since aquaculture water quality depends on a continuous interaction among multiple factors,and the current state is correlated with the previous state,a model with time series is required.Therefore,this study used recurrent neural networks(RNNs)with sequential characteristics.Commonly used RNNs such as long short-term memory model and gated recurrent unit(GRU)model have a memory function that appropriately retains previous results for use in processing current results.To construct a suitable RNN model,this study used Taguchi method to optimize hyperparameters(including hidden layer neuron count,iteration count,batch size,learning rate,and dropout ratio).Additionally,optimization performance was also compared between 5-layer and 7-layer network architectures.The experimental results revealed that the 7-layer GRU was more suitable for the application considered in this study.The values obtained in tests of prediction performance were mean absolute percentage error of 3.7134%,root mean square error of 0.0638,and R-value of 0.9984.Therefore,thewater qualitymanagement system developed in this study can quickly provide practitioners with highly accurate data,which is essential for a timely response to water quality issues.This study was performed in collaboration with the Taiwan Industrial Technology Research Institute and a local fishery company.Practical application of the system by the fishery company confirmed that the monitoring system is effective in improving the survival rate of farmed fish by providing data needed to maintain DOC higher than the standard value.

Study on the Agricultural Biotechnology Innovation Based on the Product Differentiation

Based on product differentiation,this paper researches the innovation of agricultural biotechnology. In the duopoly structure,the company's investment in innovation is affected by the product differentiation,and the greater the difference,the greater the willingness to increase investment and improve quality; at the same time,low innovative cost companies will choose a higher level of investment in innovation and quality. If there is no difference between the products,the companies with high cost of innovation abandon quality competition,and the companies with low cost of innovation " monopolize" the market.