Atlantis Highlights in Intelligent Systems

China has attached great importance to energy conservation and environmental protection. President Xi Jinping made a solemn commitment at the 75th UN General Assembly that China will increase its national independent contribution, peak its carbon dioxide emissions by 2030, and strive to achieve carbon...

The gradual increase in China’s economic strength has driven the economic development of the foreign trade industry. However, due to the impact of the new coronavirus in 2020, many countries and cities have suffered economic recession, companies have closed down, and flights have been suspended. Therefore,...

In the past few decades, food fraud and safety issues have given rise to growing concerns from the society. With the purpose of efficiently detecting and preventing food safety problems and tracing the accountability, the establishment of a reliable traceability system is indispensable. For a traditional...

In recent years, with the continuous development of the national economy, the social level is also constantly improving, and science and technology have also achieved vigorous development, showing a thriving situation. In the era of information dissemination, the forms and ways of information dissemination...

The excessive financialization of real enterprises has a negative impact on enterprise innovation, unbalanced economic development and financial stability. This paper studies the tradeoff logic between corporate financialization and earnings management from the perspective of external governance of institutional...

With the stable development of China’s market economic environment, in recent years, the information users of listed companies are paying more and more attention to the information disclosure of enterprises. In the analysis of the effect of environmental accounting information disclosure of listed companies,...

By combining data from Chinese enterprise databases and the Chinese Statistical Yearbook of Cities, this paper calculates indicators of manufacturing upgrading, related diversification, and specialization for 287 prefecture-level and above cities in China based on panel data. Using fixed effects models,...

The International Federation of Robotics (IFR) released the statistics of global robots in 2020. According to the statistics, the cumulative installation of industrial robots in China has reached 783000, ranking first in Asia. As an intelligent product, industrial robots can replace labor to complete...

The German DAX index is an important indicator not only for following German stock market but also for the health of German economy. The movement of the DAX index is thus the objective of many studies, to which the random walk model does not contribute a lot although this approach has been advocated...

Supply chain logistics field is an important part of logistics industry. Australia is vast and sparsely populated, and the railway transportation is underdeveloped, which can only meet the needs of mineral transportation. Highway traffic has become the main mode of transportation, in order to achieve...

The revitalization and development of talents is the prerequisite for the revitalization of rural economy. The research on the entrepreneurial dilemma and support system of college students in the new era will help to solve the “talent bottleneck” faced by the Rural Revitalization Strategy. In this paper,...

In order to make full use of the available information in the operation and maintenance (O&M) stage, such as historical inspection results, and enhance the effectiveness of bridge O&M, this paper presents a method for classifying and coding bridge O&M stage information. An analysis of common...

In the age of big data talents of integrated circuit have to face to higher requirements from industry. The education goal of integrated circuit talents should reform relevantly. By data mining, this article deeply analyzes the law of talent adaptability under the influence of big data through discussing...

Promoting flexible talent introduction is an important part of innovative talent governance, and an effective mechanism to promote the flow of talents and release the vitality of talents. As an airport industry relying on resources such as convenient transportation, advanced logistics and strong radiation...

GDP is the most well-known and widely-used indicator of a country's economic health. Yet, because the GDP does not include natural resources, it does not take environmental protection and resource utilization into account. Thus, green GDP should be considered a significant measure of a nation's...

Financial Shared perspective, this paper used theoretical analysis, the content including economies of scale theory, Shared economic theory, and the theory of business process reengineering, and with a company as an example, for the company's basic situation, the current situation of the development...

Intelligent manufacturing is an important strategic direction for transforming and upgrading China's manufacturing industry, and the study of balance efficiency is the core of intelligent production. The introduction of intelligent hanging in the jeans production line is imperative to help balance...

As the price of CPA's audit service, audit fee has great influence on audit quality. Audit fees higher than normal value can easily lead to the purchase of audit opinions, while audit fees lower than normal value may make certified public accountants pay less attention to audit, which is also not...

With the development of internet finance and the rise of e-commerce economy, internet finance has a great influence on the financial affairs of the domestic banking industry. This article takes the financial impact of Internet finance on banks as the research object, and combines the literature on the...

In 2018, China officially implemented the Environmental Protection Tax Law of the People’s Republic of China. Compared with the collection of sewage charges, the level and rigor of environmental protection tax are further improved, which means that the environmental protection charge system is more perfect....

In recent years, the application of digital technologies such as big data and cloud computing has reduced the difficulty and cost of external information acquisition, bringing opportunities for strategic management accounting. This article first selects a case study of Yonghui Supermarket and adopts...

Research the information dissemination on the communication network in combination with big data technology. A large number of comprehensive and timely data can ensure the accuracy of decision-making or control. A large number of data is conducive to drawing correct conclusions from a statistical point...

Under the background of “Carbon Neutrality”, changing the development model and adjusting the industrial structure has become the top priority, and the development of green finance plays an important supporting role. Based on the municipal panel data of Guizhou Province from 2007 to 2020, this paper...

With the increasing requirements to protect intellectual property, more and more attention is paid to the research of patent strategy. Intellectual property-oriented patent search is different from normal literature retrieval as its with professional field characteristics and diversified information...

As one of the forms of traditional culture passed down from generation to generation and closely related to people's life, intangible cultural heritage is a reflection of the existence and development of human folk culture and human life style, and it is also a very important link in the protection...

This paper selects the data of A-share listed companies in Shanghai and Shenzhen stock markets from 2015 to 2019, combined with the actual situation of financing constraints faced by listed enterprises in China, and studies the correlation among financing constraints, R&D investment and corporate...

This study investigates how the institutional logic that multi-national enterprises (MNE) bare influences its institutional entrepreneurship behavior. By studying large MNEs’ participation in the Chinese national standard setting process, this study finds that that MNE’s preference of taking part in...

The research question of this article is whether investing in US indexes (blue chip stocks) under the context of increasing inflation can get a net income after subtracting inflation. The research method is to use quantitative analysis to analyze the long-term return rate of the index through the data...

By collecting and sorting out the enterprises that officially launched debt to equity swap from 2016 to 2019, and using their company data, this paper empirically analyzes the relationship between debt to equity swap and financial performance. The study finds that debt to equity swap can significantly...

In recent years, with the emergence of innovative financial instruments, arbitrage and trend operation are brought to the market. Quantitative trading uses a variety of computer technology to analyze these huge market data, which is more efficient and accurate than manual analysis, and at the same time,...

Objective To use the Delphi method to construct the environmental index system of TCM industry development, and to provide suggestions and countermeasures to better promote the development of TCM industry. Methods The index pool was initially formed through literature analysis, and 20 experts in the...

Nowadays, the increasing population aging and geriatric health problems have led many scholars to explore the issues of walkability, safety and comfort of walking environment for the old. However, a complete elderly-friendly walking system has not yet been constructed and extended for application. In...

Under the background of digital economy, the deep integration of digital technology and manufacturing industry, as well as the acceleration of the digital level, has a profound impact on the value co-creation BMI of enterprises. Based on the survey data of 280 manufacturing firms, this research studies...

Based on the 4M1E management rule, the factors influencing the service quality of fresh produce e-commerce logistics are constructed from five dimensions: human, machine, material, law and environment, and the empirical analysis is conducted by combining intuitionistic fuzzy and DEMATEL methods. It is...

Based on the text data of BD policies of colleges and universities compiled by hand, this paper uses jieba tool to analyze the characteristics of science and technology achievement transformation policies of colleges and universities, to investigate the attention of colleges and universities to patent...

As the network continues to integrate into our lives, the threat posed by the network is also increasingly serious, our data may be stolen at any time, and the national government network may be invaded by malicious attackers, resulting in network paralysis and irreparable losses. Security is a problem...

Under the background of the new round of transmission and distribution price reform, the connection between the profitability of power grid enterprises and their fixed assets is more closely linked. In order to help enterprises effectively manage assets and make scientific asset management decisions...

Reinforcement Learning (RL), which is mainly used to solve sequential decision making problem, is an important branch in machine learning. Deep Learning (DL) also plays a leading role in the field of artificial intelligence. It uses neural network to approximate nonlinear functions. Deep Reinforcement...

Urban agglomeration economy brings the advantage of scale economy in big cities and benefits from the low cost of small and medium-sized towns. It is helpful for coordinated development in different scales of cities. Transportation development is an essential means to promote the cluster economy, and...

Everyone is eager for high yield and low risk. In this research, we use Markowitz’s investment theory and Monte Carlo simulation to find the optimal investment portfolio and then study the impact of adding Bitcoin to the traditional investment portfolio on the cumulative rate of return. Our results show...

With the advent of the knowledge age and the increasing competition environment of enterprises in the world, rapid judgment, decision-making ability, sensitive business sense of smell and market response speed are the important cornerstones for the survival and development of enterprises. Financial management...

With the rapid development of artificial intelligence technology, the application of service robots in the service industry is becoming more and more common, which has changed the original service process and promoted a new service interaction mode. However, whether artificial intelligence can rival...

This paper uses structural equation modeling for quantitative research. By integrating the key elements of the Theory of Reasoned Action, Diffusion of Innovation Theory, and Self-efficacy Theory, this paper constructs a model for the factors influencing the elderly’s behavioral intention of online travel...

Tourism, as the “forever sunrise industry”, has universal direct or indirect technical and economic links with many regional economic sectors, with significant industrial relevance and industrial ripple effects, and has an important strategic position in the process of regional economic and social development,...

Agricultural insurance is a crucial component of agricultural risk management, and the study of agricultural insurance development can help farmers to some extent lower their production risk. The relationship between agricultural insurance and agricultural economy is analyzed empirically by using unit...

Counter-terrorism intelligence plays a critical role in counter-terrorism operations. This paper analyzes the inherent requirements of counter-terrorism intelligence work in the information age and proposes the application of Big Data in counter-terrorism intelligence from four aspects: the rapid collection...

In the context of the continuous advancement of the “Carbon Peak” and “Carbon Neutral” strategies, green is the main theme of development. To achieve high-quality and sustainable development of the industry, it is necessary to pay attention to the development performance of green laws. In order to measure...

For enterprises, talent selection is an important job. By analogy with the relevant theories of engineering materials, this paper analyzes the relationship between the working pressure and working status of modern enterprises' talents, obtains the formulaic evaluation criteria and designs the relevant...

With the development of the digital economy era, emerging technologies and applications have brought about the continuous growth of data volume, and all walks of life have put forward more urgent needs for computing power and network. Facing the in creasing demand for computing power and network, computing...

This paper selects all A-share listed companies with QFII holdings in Shanghai and Shenzhen stock market from 2013 to 2018 as research objects to study the impact of QFII on the real earnings management of enterprises and to explore whether internal control plays a mediating effect in this process. The...

Emergency management plays a pivotal role in today's social governance, but the existing emergency management system still suffers from ambiguous monitoring objectives and unreasonable allocation of government attention. As an important technique in the field of machine learning, attention mechanism...

With the maturity and industrialization of the new generation of information technology represented by cloud computing, big data, Internet of things, mobile Internet and artificial intelligence, the development of digital economy has entered a high-speed growth track. Undoubtedly, digital economy has...

Based on the digital marketing matrix, this paper proposes a strategy for the sustainable utilization of Zhejiang's intangible cultural heritage: rely on technology to create consumer-centered digital marketing, realize the whole chain of “new economy of intangible cultural heritage”, comprehensively...

Facing the new situation of complex changes at home and abroad, innovation plays an important role in the process of enterprise development. Due to the rise of financial investment activities, enterprises are becoming more and more financialized, how does corporate financialization affect corporate innovation?...

Based on intergenerational equity theory, this paper empirically investigates the contribution of individual and family variables to income differences through the lens of “inequality of opportunity” and “inequality of effort” based on a big data perspective, using questionnaires primarily targeted at...

When the concept of sustainable development has become a global consensus, more and more companies have started to pay attention to the ESG concept, and female executives are attracting attention as an important indicator of G (Governance) in ESG. This research adopts the data of A-share listed companies...

4G network has greatly stimulated the development of the mobile Internet industry and facilitated the life of ordinary people. 5G network is new generation mobile network, and is the symbol of the mobile network from closed to open. 6G is also new generation network, and will continue to open. 6G will...

Innovation is the first driving force to stimulate the vitality of enterprises and promote their high-quality development. Based on the inspection and supervision activities carried out by the Party Central Committee, we construct a multi-period two-difference model to explore the impact of inspection...

In the context of the epidemic, the different characteristics of 67 countries along the Belt and Road except China have brought different degrees of influence on China's international trade of agricultural products. This paper selects the characteristic data of the countries along the Belt and Road...

Based on the background of information age, taking 2010–2019 A-share listed companies in Shanghai and Shenzhen stock exchanges as samples, this paper empirically tested the influence of vertical dyad differences in characteristics of the chairman-senior management team on the enterprise risk-taking level...

Digital technologies help increase citizen engagement and engagement. How does it help and promote civic engagement? What is the difference between E-participation and offline participation? The article selects three public consultation activities on real estate (cultural relics) evaluation carried out...

Oil is a strategic resource indispensable for the survival and development of a state, and plays an inestimable role in safeguarding international economic and social development. This paper mainly uses the computer technology in information technology, based on the construction of TVP-VAR model of the...

With the development of the country and the sustainable development of the society, all kinds of infrastructure construction and transformation of our country have been greatly promoted. With the emergence of modern transportation equipment and the rapid development of expressway, the design of expressway...

Individuals are subject to three types of big data discrimination: biased selection, false association, and malicious recommendation, and victims should be relieved through civil legal aid. This paper analyzes the text of network cases and constructs a regression model, and finds that there are two types...

Chinese acupuncture and moxibustion technique is an important part of traditional Chinese medicine, which is widely favored by the people because of its good effects in preventing and treating diseases. With the development of modern science and technology, the inheritance of expert acupuncture and moxibustion...

Due to the poor differentiation effect of brand IP, the construction effect is poor. This paper proposes a business model analysis of brand IP construction under the digital economy. It can analyze the commercial significance of brand IP construction, clarify the existing problems, and establish the...

This paper outlines the development methods of a capability-based system with an emphasis on the key concepts of Capability Based Planning (CBP) and Capability Portfolio Management (CPM) by sorting out related research and application at home and abroad. It provides theoretical support for the construction...

Fulfilling and disclosing social responsibilities has become part of a company’s day-to-day business activities. According to big data, the gender composition of corporate management personnel will make the degree and effect of corporate social responsibility disclosure. This paper uses relevant information...

At present, a new round of scientific and technological revolution and industrial change is advancing rapidly, scientific research paradigms are undergoing profound changes, disciplines are constantly cross-fertilizing, and the penetration and integration of science and technology and economic and social...

In response to the call of “Internet + Taxation”, the construction of the Comprehensive VAT Invoice Service Platform has boosted the modernization and informatization of fiscal and taxation management, which played an important role in “the Replacement of Business Tax with Value Added Tax” (RBTVAT) Based...

With the rapid development of logistics, this paper expounds the data governance, introduces the basic status of logistics data, combs the problems faced by the logistics industry data, and proposes to establish a logistics data governance system to provide standardized theoretical support for China's...

With development over the past few years, application-oriented universities have achieved a preliminary improvement in innovation with entrepreneurial characteristics, and have set relatively systematic goals for the management of scientific research. Given the current era of big data, application-oriented...

Internet technology has helped transform China’s tourism industry from traditional tourism to smart tourism. High-quality development of tourist attractions is the main content of China’s smart tourism construction. Based on the concept and connotation of high-quality development of scenic spots, this...

Because of the COVID-19, China’s social welfare system has been changed over time, and reforms were made for coping with the expansion of the aged population, the shrinkage of the newborn population, and the decrease of deficit in the pension fund as commonly observed throughout the world, and such reforms...

Short-sightedism shows that managers are more inclined to the interests that can be satisfied at the moment. Under the influence of innate and acquired, managers will transmit this characteristic to consumers through promotion methods. Short-sighted features will be fully reflected in e-commerce texts....

With the development of cultural economy and the advent of the era of all-region tourism, the position of dietary cultural resources in the development of social economy is increasingly prominent. Since entering the new era, the Lijiang area has attracted tourists from all over the world with its beautiful...

In recent years, our government has frequently mentioned the need to do a solid job of carbon peaking and carbon neutral work, in this context, it is particularly important to adhere to the concept of low-carbon green. Standing at the starting point of the new era, green development has become an important...

In the whole supply chain management process, accurate control of supply chain demand is an important part. In order to study supply chain demand with predictability and credibility, an extreme learning machine model based on whale optimization algorithm is proposed. By analyzing the demand of a company...

China’s grid governance is a grassroots innovation diffusing from urban fields to rural areas. However, the process and mechanism through which urban grid management is transferred into rural grid governance haven’t been sufficiently discussed so far. The analytic framework of governance interface is...

To measure regional financial service trade and the collaborative relationship between the regional economic development, this paper make full use of synergetics, the entropy weight method and analytic hierarchy process to construct evaluation system, scientific selection of economic structure, economy,...

In the face of intense debates regarding AI painting copyright infringement, this study argues that AI painting should be considered a distinct art form that should be regulated separately from collage works because only the small-memory trained algorithm advanced to the algorithm creative stage, while...

Repurchase contract is one of the important contract means to coordinate the supply chain whose market life cycle is relatively short and the selling price of goods will be affected by uncertain demand factors. Supply chain is composed of the circulation and exchange of capital flow, logistics and information...

[Purpose/Meaning] There are many risks and threats in the process of government investment project construction. Correct understanding and evaluation of these risks is the basis of improving the security ability. [Method/process] From the perspective of risk sources, through the empirical analysis of...

Industrial prosperity is the key to the Rural Revitalization Strategy. It also requires all regions to expand industrial space, innovate industrial forms, promote industrial cross integration, accelerate the integration of rural primary, secondary and tertiary industries, and then explore the formation...

The population issue is related to regional economic development, and population changes will affect the formulation of the regional basic policies, the arrangement of labor and employment. Huizhou is located in the Pearl River Delta Economic Belt of Guangdong Province in China, with a high population...

The Consumer Price Index (CPI) is an important indicator to measure the level of inflation in our country. It reflects the impact of commodity price changes on the daily lives of residents. It is an important basis for governments at all levels to carry out fiscal policies and the central bank to formulate...

As a new form of economy in the new era, the stall economy has brought new vitality to urban development. However, the rapid development of the stall economy has also brought a series of problems, among which spatial governance is one of the key factors affecting the healthy development of the stall...

Patent is one of the important ways to disclose scientific and technological innovation achievements. Compared with other types of scientific research achievements such as papers, patent achievements have more industrial value, and patent-related index information can better reflect the innovation ability...

Medical tourism is a concrete manifestation of the “health+” strategy in the context of industrial integration development and presents some typical economic characteristics. This paper use literature analysis to identify the connotation and industrial economic characteristics of medical tourism, use...

In this study, the PEST-SWOT model was adopted to analyze how to construct a well-developed smart city. Based on data from the National Bureau of Statistics and industry reports, we found that smart city construction is faced with threats such as a lack of overall planning and experience, narrow financing...

With the rapid growth of 5G technology, Industrial Internet and other new generation of the information technology industry, greatly promote the development of high-tech services, thus accelerating the transformation and upgrading of the manufacturing industry. The paper uses panel data from 31 provinces...

The improvement of public service quality is an inevitable requirement for promoting national well-being, safeguarding public interests, and promoting social progress. At present, artificial intelligence technology characterized by permeability, synergy, substitution, and innovation is defined as the...

This paper analyzes the matters that should be paid attention to during the reliability prediction of aerospace electronic products, the corresponding relationship among mission profile, mission reliability model, and reliability prediction parameters, and the requirements for data and modeling to more...

In recent decades, the organic combination of digital technology and finance has spawned digital finance's rapid development and transformation. Innovation, as the primary productivity, is deeply influenced by the development of digital finance in China. With the leapfrog development of digital...

This paper aims to use nonparametric frontier techniques to investigate the extent and causes of operating efficiency changes of listed companies in the digital industry in China. 54 listed companies from 2018 to 2020 are selected as samples, their total factor productivity is calculated by using the...

The The development of informatization is of great significance for promoting the agglomeration of producer services by promoting knowledge spillover, expanding the service radius and reducing agglomeration costs through convenient information transmission. The location quotient was constructed to measure...

In 2018, Shandong Province proposed to implement replacing the old growth drivers with new ones, and lay out the new generation of information technology, high-end equipment, new energy and new materials, modern Ocean, health care and other emerging industries. Technological innovation plays a leading...

This paper is a multidimensional data analysis on the scientific and technological innovation capabilities of Guangzhou based on the achievements of research institutions and enterprises. This paper analyzes by constructing an analysis model based on urban scientific research institutions and enterprises’...

This paper explores the sustainability factors affecting market governance innovation initiatives via the seven-day unconditional return offline shopping initiative introduced by the Suzhou Municipal Administration of Market Supervision, which is also combined with market governance innovation cases...

There is an important correlation between informatization and industrial structure change. Therefore, on the basis of existing research, the paper tries to prove the influence of informatization on the upgrading of industrial structure in Northeast China, in order to provide quantitative scientific basis...